From 27c4d6c91b2fe998d2e2ce6723bd675fff6bc620 Mon Sep 17 00:00:00 2001 From: Francis Secada Date: Wed, 22 Jan 2025 17:08:53 -0500 Subject: [PATCH 01/20] app reference fixes --- .github/workflows/docker-image.yml | 2 +- README.md | 14 +++++++------- compose.yaml | 4 ++-- 3 files changed, 10 insertions(+), 10 deletions(-) diff --git a/.github/workflows/docker-image.yml b/.github/workflows/docker-image.yml index e41d067..057d4d7 100644 --- a/.github/workflows/docker-image.yml +++ b/.github/workflows/docker-image.yml @@ -43,4 +43,4 @@ jobs: build-args: | GIT_BRANCH=${{ steps.extract_branch.outputs.branch }} push: true - tags: s3docker.francissecada.com/ranked_jobs:${{ steps.extract_branch.outputs.branch }}.${{ steps.date.outputs.date }} + tags: s3docker.francissecada.com/pygentic_ai:${{ steps.extract_branch.outputs.branch }}.${{ steps.date.outputs.date }} diff --git a/README.md b/README.md index b8d17b5..006a20b 100644 --- a/README.md +++ b/README.md @@ -90,7 +90,7 @@ This project automates Python environment setup and dependency management, ensur ├── dev_requirements.txt ├── docker │ ├── celery - │ └── ranked_jobs_ms + │ └── pygentic_ai_ms ├── Dockerfile ├── pyproject.toml ├── README.md @@ -451,12 +451,12 @@ This project automates Python environment setup and dependency management, ensur - +
- ranked_jobs_ms + pygentic_ai_ms
- ⦿ docker.ranked_jobs_ms + ⦿ docker.pygentic_ai_ms @@ -465,15 +465,15 @@ This project automates Python environment setup and dependency management, ensur - + - + - +
build.shbuild.sh - Install necessary dependencies for the ranked jobs microservice in the Docker container
- The script sets up essential tools like Python, PostgreSQL, and Git, ensuring a robust environment for the microservice to run smoothly.
python_build.shpython_build.sh - Automates Python environment setup and dependency management for the ranked jobs microservice in the Docker architecture
- Sets up virtual environment, compiles requirements, and syncs dependencies for smooth execution.
python_start.shpython_start.sh - Launches the Python application using Gunicorn with specified configurations like the number of workers, timeout, and port
- The script activates the virtual environment and starts the server to handle incoming requests.
diff --git a/compose.yaml b/compose.yaml index 71caa0d..496fce7 100644 --- a/compose.yaml +++ b/compose.yaml @@ -47,8 +47,8 @@ services: labels: - traefik.enable=true - traefik.docker.network=proxy - - traefik.http.routers.celery_ranked_jobs.entrypoints=websecure - - traefik.http.routers.celery_ranked_jobs.rule=Host(`celery.pygenticai.francissecada.com`) + - traefik.http.routers.celery_pygentic_ai.entrypoints=websecure + - traefik.http.routers.celery_pygentic_ai.rule=Host(`celery.pygenticai.francissecada.com`) networks: - proxy depends_on: From 85e98cd529c41c61db2ce375c7b9778bb9d78bc0 Mon Sep 17 00:00:00 2001 From: Francis Secada Date: Wed, 22 Jan 2025 18:30:55 -0500 Subject: [PATCH 02/20] Update python_start.sh Hotfix --- docker/pygentic_ai/python_start.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/pygentic_ai/python_start.sh b/docker/pygentic_ai/python_start.sh index f2ec8cc..62d098f 100755 --- a/docker/pygentic_ai/python_start.sh +++ b/docker/pygentic_ai/python_start.sh @@ -4,7 +4,7 @@ __dir="$(cd -P -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd -P)" cd ${__dir}/../.. || exit source .venv/bin/activate cd src || exit -gunicorn main:app -w ${WORKERS} -k uvicorn.workers.UvicornWorker \ +gunicorn app:app -w ${WORKERS} -k uvicorn.workers.UvicornWorker \ --timeout "${TIMEOUT}" \ --forwarded-allow-ips "*" \ -b 0.0.0.0:"${PORT}" From a1d02f94f5332d78ee7fdde9264d3f8f23af596b Mon Sep 17 00:00:00 2001 From: Francis Secada Date: Wed, 22 Jan 2025 18:51:16 -0500 Subject: [PATCH 03/20] Update core_requirements.in Hotfix --- core_requirements.in | 1 + 1 file changed, 1 insertion(+) diff --git a/core_requirements.in b/core_requirements.in index a2a7df3..b7e52fd 100644 --- a/core_requirements.in +++ b/core_requirements.in @@ -24,6 +24,7 @@ python-decouple python-slugify psycopg pydantic-ai[examples] +pydantic-settings pytz redis simplejson From ad10d98668cbc462c9a33b86604acfa142009db8 Mon Sep 17 00:00:00 2001 From: Francis Secada Date: Wed, 22 Jan 2025 19:18:59 -0500 Subject: [PATCH 04/20] patching `get_reddit_insights` to pull from declared subreddit via `get_val` --- core_requirements.txt | 17 ++++++++----- dev_requirements.txt | 10 ++++---- pyproject.toml | 21 ++++++++-------- src/backend/core/tools.py | 5 +++- uv.lock | 50 +++++++++++++++++++-------------------- 5 files changed, 57 insertions(+), 46 deletions(-) diff --git a/core_requirements.txt b/core_requirements.txt index 95e658c..0223b1d 100644 --- a/core_requirements.txt +++ b/core_requirements.txt @@ -83,13 +83,13 @@ eval-type-backport==0.2.2 # via # mistralai # pydantic-ai-slim -executing==2.1.0 +executing==2.2.0 # via # devtools # logfire fake-useragent==2.0.3 # via httpx-html -fastapi==0.115.6 +fastapi==0.115.7 # via # -r core_requirements.in # fastapi-restful @@ -122,7 +122,7 @@ h11==0.14.0 # wsproto h2==4.1.0 # via hypercorn -hpack==4.0.0 +hpack==4.1.0 # via h2 html5lib==1.1 # via -r core_requirements.in @@ -143,7 +143,7 @@ humanize==4.11.0 # via flower hypercorn==0.17.3 # via -r core_requirements.in -hyperframe==6.0.1 +hyperframe==6.1.0 # via h2 idna==3.10 # via @@ -291,6 +291,7 @@ pydantic==2.10.5 # mistralai # openai # pydantic-ai-slim + # pydantic-settings # sqlmodel # sqlmodel-crud-utilities pydantic-ai==0.0.18 @@ -305,6 +306,8 @@ pydantic-core==2.27.2 # via # pydantic # sqlmodel-crud-utilities +pydantic-settings==2.7.1 + # via -r core_requirements.in pyee==11.1.1 # via pyppeteer pygments==2.19.1 @@ -326,7 +329,9 @@ python-dateutil==2.9.0.post0 python-decouple==3.8 # via -r core_requirements.in python-dotenv==1.0.1 - # via sqlmodel-crud-utilities + # via + # pydantic-settings + # sqlmodel-crud-utilities python-multipart==0.0.20 # via pydantic-ai-examples python-slugify==8.0.4 @@ -385,7 +390,7 @@ sqlmodel==0.0.22 # sqlmodel-crud-utilities sqlmodel-crud-utilities @ git+https://github.com/fsecada01/SQLModel-CRUD-Utilities@83e964f6e7b633e339e45ddcaaa49cd8617fa105 # via -r core_requirements.in -starlette==0.41.3 +starlette==0.45.2 # via fastapi text-unidecode==1.3 # via python-slugify diff --git a/dev_requirements.txt b/dev_requirements.txt index af04c34..5478c30 100644 --- a/dev_requirements.txt +++ b/dev_requirements.txt @@ -72,11 +72,11 @@ defusedxml==0.7.1 # via nbconvert distlib==0.3.9 # via virtualenv -executing==2.1.0 +executing==2.2.0 # via # -c core_requirements.txt # stack-data -fastapi==0.115.6 +fastapi==0.115.7 # via # -c core_requirements.txt # fastapi-debug-toolbar @@ -265,7 +265,9 @@ pydantic-core==2.27.2 pydantic-extra-types==2.10.2 # via fastapi-debug-toolbar pydantic-settings==2.7.1 - # via fastapi-debug-toolbar + # via + # -c core_requirements.txt + # fastapi-debug-toolbar pygments==2.19.1 # via # -c core_requirements.txt @@ -349,7 +351,7 @@ sqlparse==0.5.3 # via fastapi-debug-toolbar stack-data==0.6.3 # via ipython -starlette==0.41.3 +starlette==0.45.2 # via # -c core_requirements.txt # fastapi diff --git a/pyproject.toml b/pyproject.toml index 6f2eb5c..d6dfd71 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -102,10 +102,10 @@ dependencies = [ "devtools==0.12.2", "distro==1.9.0", "eval-type-backport==0.2.2", - "executing==2.1.0", + "executing==2.2.0", "fake-useragent==2.0.3", "fastapi-restful==0.6.0", - "fastapi==0.115.6", + "fastapi==0.115.7", "fastcrud==0.15.5", "flower==2.0.1", "google-auth==2.37.0", @@ -115,14 +115,14 @@ dependencies = [ "groq==0.15.0", "h11==0.14.0", "h2==4.1.0", - "hpack==4.0.0", + "hpack==4.1.0", "html5lib==1.1", "httpcore==1.0.7", "httpx-html==0.11.0.dev0", "httpx==0.28.1", "humanize==4.11.0", "hypercorn==0.17.3", - "hyperframe==6.0.1", + "hyperframe==6.1.0", "idna==3.10", "importlib-metadata==8.5.0", "itsdangerous==2.2.0", @@ -171,6 +171,7 @@ dependencies = [ "pydantic-ai-slim==0.0.18", "pydantic-ai==0.0.18", "pydantic-core==2.27.2", + "pydantic-settings==2.7.1", "pydantic==2.10.5", "pyee==11.1.1", "pygments==2.19.1", @@ -197,7 +198,7 @@ dependencies = [ "sqlalchemy==2.0.37", "sqlmodel-crud-utilities", "sqlmodel==0.0.22", - "starlette==0.41.3", + "starlette==0.45.2", "text-unidecode==1.3", "tornado==6.4.2", "tqdm==4.67.1", @@ -223,7 +224,6 @@ dependencies = [ [dependency-groups] dev = [ - "aiofiles==24.1.0", "alembic==1.14.1", "annotated-types==0.7.0", "anyio==4.8.0", @@ -248,9 +248,9 @@ dev = [ "decorator==5.1.1", "defusedxml==0.7.1", "distlib==0.3.9", - "executing==2.1.0", - "fastapi-debug-toolbar==0.6.3", - "fastapi==0.115.6", + "executing==2.2.0", + "fastapi-debug-toolbar", + "fastapi==0.115.7", "fastjsonschema==2.21.1", "filelock==3.17.0", "fqdn==1.5.1", @@ -330,7 +330,7 @@ dev = [ "sqlalchemy==2.0.37", "sqlparse==0.5.3", "stack-data==0.6.3", - "starlette==0.41.3", + "starlette==0.45.2", "terminado==0.18.1", "tinycss2==1.4.0", "tornado==6.4.2", @@ -345,3 +345,4 @@ dev = [ "webencodings==0.5.1", "websocket-client==1.8.0", ] + diff --git a/src/backend/core/tools.py b/src/backend/core/tools.py index 68a8051..460d307 100644 --- a/src/backend/core/tools.py +++ b/src/backend/core/tools.py @@ -6,6 +6,7 @@ from backend.core.consts import AI_MODEL from backend.core.core import SwotAgentDeps, SwotAnalysis, swot_agent from backend.core.utils import report_tool_usage from backend.logger import logger +from backend.utils import get_val @swot_agent.tool(prepare=report_tool_usage) @@ -75,7 +76,7 @@ async def analyze_competition( async def get_reddit_insights( ctx: RunContext[SwotAgentDeps], query: str, - subreddit_name: str = "python", + subreddit_name: str | None = None, ): """ A tool to gain insights from a subreddit. Data is returned as string @@ -86,6 +87,8 @@ async def get_reddit_insights( :param subreddit_name: str :return: str """ + if not subreddit_name: + subreddit_name = get_val("REDDIT_SUBREDDIT", "python") subreddit = ctx.deps.reddit_client.subreddit(subreddit_name) search_results = subreddit.search(query) diff --git a/uv.lock b/uv.lock index 69ae30a..732d698 100644 --- a/uv.lock +++ b/uv.lock @@ -102,6 +102,7 @@ dependencies = [ { name = "pydantic-ai-examples" }, { name = "pydantic-ai-slim" }, { name = "pydantic-core" }, + { name = "pydantic-settings" }, { name = "pyee" }, { name = "pygments" }, { name = "pymysql" }, @@ -153,7 +154,6 @@ dependencies = [ [package.dev-dependencies] dev = [ - { name = "aiofiles" }, { name = "alembic" }, { name = "annotated-types" }, { name = "anyio" }, @@ -304,9 +304,9 @@ requires-dist = [ { name = "devtools", specifier = "==0.12.2" }, { name = "distro", specifier = "==1.9.0" }, { name = "eval-type-backport", specifier = "==0.2.2" }, - { name = "executing", specifier = "==2.1.0" }, + { name = "executing", specifier = "==2.2.0" }, { name = "fake-useragent", specifier = "==2.0.3" }, - { name = "fastapi", specifier = "==0.115.6" }, + { name = "fastapi", specifier = "==0.115.7" }, { name = "fastapi-restful", specifier = "==0.6.0" }, { name = "fastcrud", specifier = "==0.15.5" }, { name = "flower", specifier = "==2.0.1" }, @@ -317,14 +317,14 @@ requires-dist = [ { name = "groq", specifier = "==0.15.0" }, { name = "h11", specifier = "==0.14.0" }, { name = "h2", specifier = "==4.1.0" }, - { name = "hpack", specifier = "==4.0.0" }, + { name = "hpack", specifier = "==4.1.0" }, { name = "html5lib", specifier = "==1.1" }, { name = "httpcore", specifier = "==1.0.7" }, { name = "httpx", specifier = "==0.28.1" }, { name = "httpx-html", specifier = "==0.11.0.dev0" }, { name = "humanize", specifier = "==4.11.0" }, { name = "hypercorn", specifier = "==0.17.3" }, - { name = "hyperframe", specifier = "==6.0.1" }, + { name = "hyperframe", specifier = "==6.1.0" }, { name = "idna", specifier = "==3.10" }, { name = "importlib-metadata", specifier = "==8.5.0" }, { name = "itsdangerous", specifier = "==2.2.0" }, @@ -374,6 +374,7 @@ requires-dist = [ { name = "pydantic-ai-examples", specifier = "==0.0.18" }, { name = "pydantic-ai-slim", specifier = "==0.0.18" }, { name = "pydantic-core", specifier = "==2.27.2" }, + { name = "pydantic-settings", specifier = "==2.7.1" }, { name = "pyee", specifier = "==11.1.1" }, { name = "pygments", specifier = "==2.19.1" }, { name = "pymysql", specifier = "==1.1.1" }, @@ -399,7 +400,7 @@ requires-dist = [ { name = "sqlalchemy-utils", specifier = "==0.41.2" }, { name = "sqlmodel", specifier = "==0.0.22" }, { name = "sqlmodel-crud-utilities", git = "https://github.com/fsecada01/SQLModel-CRUD-Utilities?rev=83e964f6e7b633e339e45ddcaaa49cd8617fa105" }, - 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"anthropic==0.44.0", + "anthropic==0.45.0", "anyio==4.8.0", "appdirs==1.4.4", "asgiref==3.8.1", @@ -108,7 +108,7 @@ dependencies = [ "fastapi==0.115.7", "fastcrud==0.15.5", "flower==2.0.1", - "google-auth==2.37.0", + "google-auth==2.38.0", "googleapis-common-protos==1.66.0", "greenlet==3.1.1", "griffe==1.5.5", @@ -308,7 +308,7 @@ dev = [ "pydantic-settings==2.7.1", "pydantic==2.10.5", "pygments==2.19.1", - "pyinstrument==5.0.0", + "pyinstrument==5.0.1", "python-dateutil==2.9.0.post0", "python-dotenv==1.0.1", "python-json-logger==3.2.1", diff --git a/src/backend/core/tools.py b/src/backend/core/tools.py index 460d307..f4ee1b9 100644 --- a/src/backend/core/tools.py +++ b/src/backend/core/tools.py @@ -1,12 +1,14 @@ +import asyncio + import httpx from bs4 import BeautifulSoup as soup -from pydantic_ai import RunContext +from pydantic_ai import ModelRetry, RunContext from backend.core.consts import AI_MODEL from backend.core.core import SwotAgentDeps, SwotAnalysis, swot_agent from backend.core.utils import report_tool_usage from backend.logger import logger -from backend.utils import get_val +from backend.utils import get_val, set_event_loop, windows_sys_event_loop_check @swot_agent.tool(prepare=report_tool_usage) @@ -76,7 +78,7 @@ async def analyze_competition( async def get_reddit_insights( ctx: RunContext[SwotAgentDeps], query: str, - subreddit_name: str | None = None, + subreddit_names: list[str] | None = None, ): """ A tool to gain insights from a subreddit. Data is returned as string @@ -84,25 +86,87 @@ async def get_reddit_insights( :param ctx: RunContext[SwotAgentDeps] :param query: str - :param subreddit_name: str + :param subreddit_names: str :return: str """ - if not subreddit_name: - subreddit_name = get_val("REDDIT_SUBREDDIT", "python") - subreddit = ctx.deps.reddit_client.subreddit(subreddit_name) - search_results = subreddit.search(query) - + if not subreddit_names: + subreddit_names = get_val("REDDIT_SUBREDDIT", "python, ") + subreddit_names = [x.strip() for x in subreddit_names.split(",")] insights = [] - for post in search_results: - insights.append( - f"Title: {post.title}\n" - f"URL: {post.url}\n" - f"Content: {post.selftext}\n", - ) + if len(subreddit_names) <= 3: + for name in subreddit_names: + subreddit = ctx.deps.reddit_client.subreddit(name) + search_results = subreddit.search(query) + + for post in search_results: + insights.append( + f"Title: {post.title}\n" + f"URL: {post.url}\n" + f"Content: {post.selftext}\n", + ) + else: + windows_sys_event_loop_check() + set_event_loop() + loop = asyncio.get_event_loop() + tasks = [ + asyncio.ensure_future( + loop.run_in_executor( + None, ctx.deps.reddit_client.subreddit(name).search, query + ) + ) + for name in subreddit_names + ] + results = await asyncio.gather(*tasks) + for result in results: + for post in result: + insights.append( + f"Title: {post.title}\n" + f"URL: {post.url}\n" + f"Content: {post.selftext}\n", + ) return "\n".join(insights) +@swot_agent.result_validator +def validate_result( + _ctx: RunContext[SwotAgentDeps], value: SwotAnalysis +) -> SwotAnalysis: + """ + A validator for SWOT Analysis results; provides greater completeness and + quality control + :param _ctx: RunContext[SwotAgentDeps] + :param value: SwotAnalysis + :return: SwotAnalysis + """ + issues = [] + min = 2 + categories = { + k.title(): getattr(value, k) + for k in ("strengths", "weaknesses", "opportunities", "threats") + } + + for cat_name, points in categories.items(): + if len(points) < min: + issues.append( + f"{cat_name} should have at least {min} points. " + f"Current count is {len(points)}." + ) + + min_len_analysis = 100 + if len(value.analysis) < min_len_analysis: + issues.append( + f"Analysis should have at least {min_len_analysis} " + f"characters. Current count is {len(value.analysis)}." + ) + + if issues: + logger.info(f"Validation issues: {issues}") + raise ModelRetry("\n".join(issues)) + + return value + + async def run_agent( url: str, deps: SwotAgentDeps = SwotAgentDeps(), diff --git a/src/backend/utils.py b/src/backend/utils.py index b6b863a..10831a8 100644 --- a/src/backend/utils.py +++ b/src/backend/utils.py @@ -1,4 +1,6 @@ +import asyncio import os +import sys from decouple import config @@ -92,3 +94,24 @@ def get_val(val: str, default: str | int | bool | None = None, **kwargs): ) return val + + +def windows_sys_event_loop_check(): + """ + A function that sets the event loop policy to a Windows-specific one. + This is a workaround to a known bug involving capturing an existing + asyncio event loop on non-Linux platforms. + """ + if sys.platform == "win32": + asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy()) + + +def set_event_loop(): + """ + A utility function to capture the existing event loop if it's running. + If no event loop is running, then a new one is created and set. + """ + try: + asyncio.get_running_loop() + except RuntimeError: + asyncio.set_event_loop(asyncio.new_event_loop()) diff --git a/src/frontend/static/css/pygentic_ai.css b/src/frontend/static/css/pygentic_ai.css index a8b50a8..51a5a34 100644 --- a/src/frontend/static/css/pygentic_ai.css +++ b/src/frontend/static/css/pygentic_ai.css @@ -25,7 +25,16 @@ from { transform: rotate(0deg); } + to { transform: rotate(360deg); } + +} + +@media (max-width:768px) { + .cell.is-col-span-2 { + grid-column: span 1; + } + } diff --git a/src/frontend/templates/result.html b/src/frontend/templates/result.html index 000215b..cc14c94 100644 --- a/src/frontend/templates/result.html +++ b/src/frontend/templates/result.html @@ -3,7 +3,7 @@ id="result-container">

Analysis Complete

-
+
{% for cat, val in result.dict().items() %} {% if not loop.last %} diff --git a/src/frontend/templates/status.html b/src/frontend/templates/status.html index c3e5255..f78f912 100644 --- a/src/frontend/templates/status.html +++ b/src/frontend/templates/status.html @@ -9,18 +9,25 @@
{% if is_error %} {% set bg_color = 'danger' %} - {% set header_content, content = message.split('body:', 1) %} - {% elif is_loading %} - {% set bg_color = 'success' %} + {% set header_content = 'Error' %} {% set content = message %} - {% set header_content = 'Complete' %} - {% elif is_tool_message %} - {% set bg_color = 'dark'%} - {% set header_content, content = message.split(' ', 2)[2].split('...', 1) %} - {% else %} - {% set bg_color = 'info' %} + {% elif is_loading and "analysis complete" not in message.lower() %} + {% set bg_color = 'warning' %} {% set content = message %} {% set header_content = 'In Progress' %} + + {% elif is_tool_message and "analysis complete" not in message.lower() %} + {% set bg_color = 'info '%} + {% set header_content, content = message.split(' ', 2)[2].split('...', 1) %} + + {% elif "analyzing..." in message.lower() %} + {% set bg_color = 'link' %} + {% set content = 'message' %} + {% set header_content = "Starting"%} + {% else %} + {% set bg_color = 'success' %} + {% set content = message %} + {% set header_content = 'Done!' %} {% endif %} {{ message }} diff --git a/uv.lock b/uv.lock index 732d698..e871ece 100644 --- a/uv.lock +++ b/uv.lock @@ -282,7 +282,7 @@ requires-dist = [ { name = "aiomysql", specifier = "==0.2.0" }, { name = "amqp", specifier = "==5.3.1" }, { name = "annotated-types", specifier = "==0.7.0" }, - { name = "anthropic", specifier = "==0.44.0" }, + { name = "anthropic", specifier = "==0.45.0" }, { name = "anyio", specifier = "==4.8.0" }, { name = "appdirs", specifier = "==1.4.4" }, { name = "asgiref", specifier = "==3.8.1" }, @@ -310,7 +310,7 @@ requires-dist = [ { name = "fastapi-restful", specifier = "==0.6.0" }, { name = "fastcrud", specifier = "==0.15.5" }, { name = "flower", specifier = "==2.0.1" }, - { name = "google-auth", specifier = "==2.37.0" }, + { name = "google-auth", specifier = "==2.38.0" }, { name = "googleapis-common-protos", specifier = "==1.66.0" }, { name = "greenlet", specifier = "==3.1.1" }, { name = "griffe", specifier = "==1.5.5" }, @@ -510,7 +510,7 @@ dev = [ { name = "pydantic-extra-types", specifier = "==2.10.2" }, { name = "pydantic-settings", specifier = "==2.7.1" }, { name = "pygments", specifier = "==2.19.1" }, - { name = "pyinstrument", specifier = "==5.0.0" }, + { name = "pyinstrument", specifier = "==5.0.1" }, { name = "python-dateutil", specifier = "==2.9.0.post0" }, { name = "python-dotenv", specifier = "==1.0.1" }, { name = "python-json-logger", specifier = "==3.2.1" }, @@ -606,7 +606,7 @@ wheels = [ [[package]] name = "anthropic" -version = "0.44.0" +version = "0.45.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "anyio" }, @@ -617,9 +617,9 @@ dependencies = [ { name = "sniffio" }, { name = "typing-extensions" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/eb/34/ed394012684f7d6e36bb36c8b7c82b438f0ef189d2afd3d0090b85801211/anthropic-0.44.0.tar.gz", hash = "sha256:dc5c91c8b0463f97513d2e79350511ef295a56910bac4fbbe9491016c71f2ef0", size = 196065 } +sdist = { url = "https://files.pythonhosted.org/packages/c6/d4/51d5ed9159e53d51012c7ffa2b578f1c76cc9bd2d0646695604a20129b3c/anthropic-0.45.0.tar.gz", hash = "sha256:4e8541dc355332090bfc51b84549c19b649a13a23dbd6bd68e1d012e08551025", size = 200523 } wheels = [ - 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- -
- -Project Logo + + # PYGENTIC-AI - -Empowering AI innovation with seamless asynchronous processing. + -license -last-commit -repo-top-language -repo-language-count +license +last-commit +repo-top-language +repo-language-count - +Built with the tools and technologies: - - - -
+Anthropic +Jinja +Redis +SQLAlchemy +TOML +tqdm +Rich +GNU%20Bash +Celery
+FastAPI +Docker +Python +GitHub%20Actions +OpenAI +uv +Pydantic +YAML + +
+ +## ☀️ Table of Contents + +1. [☀ ️ Table of Contents](#-table-of-contents) +2. [🌞 Overview](#-overview) +3. [🔥 Features](#-features) +4. [🌅 Project Structure](#-project-structure) + 4.1. [🌄 Project Index](#-project-index) +5. [🚀 Getting Started](#-getting-started) + 5.1. [🌟 Prerequisites](#-prerequisites) + 5.2. [⚡ Installation](#-installation) + 5.3. [🔆 Usage](#-usage) + 5.4. [🌠 Testing](#-testing) +6. [🌻 Roadmap](#-roadmap) +7. [🤝 Contributing](#-contributing) +8. [📜 License](#-license) +9. [✨ Acknowledgments](#-acknowledgments) --- -## Table of Contents +## 🌞 Overview + -- [Table of Contents](#table-of-contents) -- [Overview](#overview) -- [Features](#features) -- [Project Structure](#project-structure) - - [Project Index](#project-index) -- [Getting Started](#getting-started) - - [Prerequisites](#prerequisites) - - [Installation](#installation) - - [Usage](#usage) - - [Testing](#testing) -- [Roadmap](#roadmap) -- [Contributing](#contributing) -- [License](#license) -- [Acknowledgments](#acknowledgments) --- -## Overview +## 🔥 Features -Pygentic-AI simplifies project setup and backend operations for developers. - -**Why Pygentic-AI?** - -This project automates Python environment setup and dependency management, ensuring a smooth development workflow. The custom logger enhances backend logging efficiency, while the RESTful API server streamlines backend operations. - -- **🚀 Automated Python Setup:** Simplify environment configuration and dependency management. -- **💡 Custom Logger:** Efficient logging with customizable features for backend operations. -- **🌐 RESTful API Server:** Facilitate seamless backend operations with a robust API server. +❯ REPLACE-ME --- -## Features - -| | Component | Details | -| :--- | :-------------- | :----------------------------------- | -| ⚙️ | **Architecture** |
  • Follows a modular architecture with clear separation of concerns
  • Utilizes FastAPI for building APIs
  • Integrates with SQLAlchemy for database operations
| -| 🔩 | **Code Quality** |
  • Consistent code style following PEP8 guidelines
  • Includes type hints for improved code readability and maintainability
  • Uses logging extensively for debugging and monitoring
| -| 📄 | **Documentation** |
  • Comprehensive documentation using Sphinx and reStructuredText
  • Includes detailed API documentation using Swagger UI
  • README.md provides clear setup and usage instructions
| -| 🔌 | **Integrations** |
  • Integrates with Celery for asynchronous task processing
  • Utilizes Pydantic for data validation and parsing
  • Includes integration with OpenTelemetry for observability
| -| 🧩 | **Modularity** |
  • Organized into reusable modules for easy maintenance and extensibility
  • Follows the SOLID principles for better code structure
  • Uses dependency injection for decoupling components
| -| 🧪 | **Testing** |
  • Includes unit tests for critical components using pytest
  • Utilizes test fixtures for reusable test setup
  • Implements continuous integration with GitHub Actions for automated testing
| -| ⚡️ | **Performance** |
  • Optimizes database queries using SQLAlchemy ORM
  • Utilizes async features for improved concurrency
  • Includes caching mechanisms for faster data retrieval
| -| 🛡️ | **Security** |
  • Follows best practices for handling user authentication and authorization
  • Implements input validation to prevent common security vulnerabilities
  • Includes security headers and encryption for data protection
| -| 📦 | **Dependencies** |
  • Uses a wide range of dependencies for various functionalities
  • Manages dependencies using pip and uv for locking versions
  • Includes detailed dependency files for easy reproducibility
| - ---- - -## Project Structure +## 🌅 Project Structure ```sh └── Pygentic-AI/ + ├── .github + │ └── workflows ├── bin │ ├── build.sh │ ├── linux_build.sh @@ -90,18 +84,19 @@ This project automates Python environment setup and dependency management, ensur ├── dev_requirements.txt ├── docker │ ├── celery - │ └── pygentic_ai_ms + │ └── pygentic_ai ├── Dockerfile ├── pyproject.toml ├── README.md ├── src │ ├── app.py │ ├── backend - │ └── cworker.py + │ ├── cworker.py + │ └── frontend └── uv.lock ``` -### Project Index +### 🌄 Project Index
PYGENTIC-AI/ @@ -120,31 +115,31 @@ This project automates Python environment setup and dependency management, ensur compose.yaml - - Define services and configurations for web and celery_service containers, including image, resources, ports, environment variables, volumes, labels, health checks, and network settings
- Services are deployed with specific memory limits and exposed ports, with web service catering to production and celery_service to staging environments
- Traefik is utilized for routing and SSL termination. + Code>❯ REPLACE-ME core_requirements.in - Define project dependencies and requirements using the core_requirements.in file to ensure seamless integration and functionality across the codebase architecture. + Code>❯ REPLACE-ME core_requirements.txt - Generates a compiled list of core requirements for the project, ensuring all necessary dependencies are included for seamless functionality across various modules and components. + Code>❯ REPLACE-ME dev_requirements.in - - Enhance development environment by managing dependencies efficiently with dev_requirements.in
- This file specifies essential tools like Alembic, Black, and Pre-commit to streamline the development process
- Optimize code formatting and debugging with JupyterLab extensions, ensuring a robust and efficient workflow. + Code>❯ REPLACE-ME dev_requirements.txt - - Generate a list of development requirements for the project, outlining dependencies and their versions
- The file was auto-generated using uv to compile the dev_requirements.in file
- It includes various packages required for development, such as alembic, fastapi, and jupyter-server
- Each dependency is specified with its version number for accurate package management. + Code>❯ REPLACE-ME Dockerfile - - Create a Docker image for Pygentic-AI project, setting up necessary environment variables, cloning the project repository, and configuring the workspace
- Install dependencies, create user celery, set up directories, and make scripts executable
- Finally, build and start the Python application within the designated workspace. + Code>❯ REPLACE-ME pyproject.toml - - Define linting rules and file exclusions for the project structure in the pyproject.toml file
- Ensure code quality by enforcing specific linting standards, excluding unnecessary directories, and setting line length limits
- This configuration enhances code readability and maintainability across the codebase. + Code>❯ REPLACE-ME
@@ -164,19 +159,19 @@ This project automates Python environment setup and dependency management, ensur build.sh - Update and install project dependencies using the provided build script. + Code>❯ REPLACE-ME linux_build.sh - - Set up a Linux environment for the project by installing essential dependencies and tools
- Ensure a smooth development experience by preparing the system with required packages like build tools, Python 3.13, PostgreSQL, and more
- This script streamlines the initial setup process, enabling developers to focus on building the project without worrying about environment configuration. + Code>❯ REPLACE-ME python_build.sh - - Automates Python environment setup and dependency management for the project
- Creates a virtual environment, installs necessary packages, and syncs core and development requirements using pip-tools
- Facilitates streamlined development workflow by ensuring consistent package versions across environments. + Code>❯ REPLACE-ME start.sh - - Launches the application using Gunicorn with specified configurations, such as the number of workers, timeout, and port
- The script activates the virtual environment and starts the server to handle incoming requests. + Code>❯ REPLACE-ME @@ -196,11 +191,11 @@ This project automates Python environment setup and dependency management, ensur app.py - - Define exception handlers and mount static files for the FastAPI app using the provided code
- Handle validation errors and custom exceptions, logging details and returning appropriate responses
- Serve static files from the specified directory for the frontend. + Code>❯ REPLACE-ME cworker.py - - Improve concurrency by managing worker threads efficiently
- This code file in src\cworker.py orchestrates thread creation and execution within the projects architecture. + Code>❯ REPLACE-ME @@ -218,11 +213,11 @@ This project automates Python environment setup and dependency management, ensur logger.py - - Implement a custom logger using Loguru for efficient logging in the backend
- The logger supports various log levels and customization options, enhancing the logging experience
- It includes features like log rotation, retention, and different log formats
- The code ensures robust logging functionality for the project. + Code>❯ REPLACE-ME utils.py - - Define utility functions to retrieve database URLs based on environment and fetch values from environment variables or configuration files
- The get_db_url function constructs a database URL for different environments, while get_val retrieves values with fallback options
- These functions enhance flexibility and maintainability in managing configurations and environment variables. + Code>❯ REPLACE-ME @@ -240,23 +235,23 @@ This project automates Python environment setup and dependency management, ensur consts.py - - Define the AI_MODEL and default_system_prompt for the GPT-4o AI assistant in the consts.py file
- The AI_MODEL specifies the model used, while the default_system_prompt outlines the AIs function of generating SWOT analyses. + Code>❯ REPLACE-ME core.py - - Define a SQLModel and Agent Dependencies for SWOT Analysis, creating a SwotAgent with specified parameters for AI model, system prompt, and retries
- This code file in the core module plays a crucial role in structuring and managing SWOT analysis responses within the projects architecture. + Code>❯ REPLACE-ME main.py - Implement core functionality for backend services in the main.py file. + Code>❯ REPLACE-ME tools.py - - Describe how the tools.py file in src\backend\core facilitates fetching website content, analyzing competition using the Gemini model, and obtaining insights from Reddit
- The functions within this file leverage various libraries and APIs to perform these tasks efficiently. + Code>❯ REPLACE-ME utils.py - - Define a function to report tool usage and results within the projects core architecture
- The function checks and updates tool usage history, notifying an update function if available
- This contributes to tracking tool usage and ensuring status updates are communicated effectively. + Code>❯ REPLACE-ME @@ -276,27 +271,27 @@ This project automates Python environment setup and dependency management, ensur base.py - - Generate base SQLModel class for project, addressing Pydantic V2.5 issue with __pydantic_extra__ attribute
- Inherits from SQLModel and sets necessary attributes
- Integrated with project metadata and configured for eager defaults. + Code>❯ REPLACE-ME consts.py - Define database constants for backend operations in the project structure. + Code>❯ REPLACE-ME core.py - Manage core database operations for the backend system, ensuring efficient data handling and storage. + Code>❯ REPLACE-ME db.py - - Create and manage async SQLA sessions, handle database operations, and ensure database schema creation
- Includes functions for checking database existence, creating databases, and setting the current schema
- Provides utilities for creating database engines and managing database connections
- Mainly focuses on database setup and interaction for the project. + Code>❯ REPLACE-ME main.py - Implement database connection and query functions to manage data persistence for the backend services. + Code>❯ REPLACE-ME utils.py - - Enhances database operations by providing utility functions
- Facilitates seamless interaction with the database layer. + Code>❯ REPLACE-ME @@ -316,23 +311,23 @@ This project automates Python environment setup and dependency management, ensur consts.py - Define and store constant values used throughout the backend server architecture. + Code>❯ REPLACE-ME core.py - Implement core server functionality to handle incoming requests and manage data operations within the backend architecture. + Code>❯ REPLACE-ME main.py - - Implement a RESTful API server in Python to handle backend operations for the project
- The main.py file serves as the entry point for the server, orchestrating requests and responses
- It plays a crucial role in managing the communication between the frontend and backend components of the application. + Code>❯ REPLACE-ME router.py - Define API routes and request handling logic for the backend server. + Code>❯ REPLACE-ME utils.py - - Enhances server functionality by providing utility functions
- Improves codebase architecture by centralizing common operations
- Facilitates streamlined development and maintenance processes
- Promotes code reusability and efficiency within the backend server module. + Code>❯ REPLACE-ME @@ -352,35 +347,35 @@ This project automates Python environment setup and dependency management, ensur backend_options.py - - Generate SQL database connection URLs based on provided configurations for different environments using accepted dialects, including PostgreSQL and SQLite
- Import these configurations into the appropriate settings file to integrate with the Django Database settings. + Code>❯ REPLACE-ME base.py - Define project settings including backend and frontend directories, database URL, and debug mode in the base settings file. + Code>❯ REPLACE-ME consts.py - Define database dialects and set secret key for project configuration. + Code>❯ REPLACE-ME core.py - - Enhances core settings functionality by providing centralized configuration management
- Facilitates seamless access and modification of key system parameters
- Improves maintainability and scalability of the project by consolidating settings logic. + Code>❯ REPLACE-ME dev.py - Define development settings for backend with local database configuration and debugging enabled. + Code>❯ REPLACE-ME main.py - - Enhances backend settings functionality by managing configurations efficiently
- Facilitates seamless customization and optimization of settings across the codebase architecture. + Code>❯ REPLACE-ME prod.py - - Define production settings for the backend, including database configuration and debugging options
- Extends base settings to inherit common configurations
- Centralizes cloud database settings for easy management and maintenance. + Code>❯ REPLACE-ME utils.py - - Enhance backend settings functionality by providing utility functions for the codebase architecture
- The utils.py file in the src\backend\settings directory plays a crucial role in enabling streamlined operations and improved performance within the project structure. + Code>❯ REPLACE-ME @@ -400,29 +395,241 @@ This project automates Python environment setup and dependency management, ensur consts.py - - Define constants and data structures for tracking analysis progress and results in the backend of the site architecture
- Includes messages for analysis status, sets for running tasks, and dictionaries for storing status and results. + Code>❯ REPLACE-ME core.py - Implement core functionality for the site backend, facilitating key operations within the project architecture. + Code>❯ REPLACE-ME main.py - Improve site performance by caching API responses in the main.py file. + Code>❯ REPLACE-ME router.py - - Implement a backend API router for a SWOT analysis tool
- The router handles URL analysis requests, updates status messages, and provides analysis results
- It manages session IDs, progress tracking, and result storage
- The code integrates with FastAPI, Starlette, and Jinja2 for web functionality. + Code>❯ REPLACE-ME utils.py - - Enhances backend functionality by providing utility functions for the site
- This code file in the backend architecture aids in streamlining operations and improving overall performance. + Code>❯ REPLACE-ME
+ +
+ frontend +
+
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+
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Search.jinjaCode>❯ REPLACE-ME
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style_sheets.htmlCode>❯ REPLACE-ME
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+ snippets +
+
+ ⦿ src.frontend.templates.components.snippets + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
File NameSummary
Css.jinjaCode>❯ REPLACE-ME
js.htmlCode>❯ REPLACE-ME
Js.jinjaCode>❯ REPLACE-ME
NavbarBrand.jinjaCode>❯ REPLACE-ME
NavbarMenu.jinjaCode>❯ REPLACE-ME
Result.jinjaCode>❯ REPLACE-ME
ResultEntry.jinjaCode>❯ REPLACE-ME
Spinner.jinjaCode>❯ REPLACE-ME
StatusResult.jinjaCode>❯ REPLACE-ME
+
+
+
+
+
+
+
+
+ + + +
+ .github +
+
+ ⦿ .github + +
+ workflows +
+
+ ⦿ .github.workflows + + + + + + + + + + + + + + + +
File NameSummary
bandit.ymlCode>❯ REPLACE-ME
docker-image.ymlCode>❯ REPLACE-ME
+
+
@@ -446,17 +653,17 @@ This project automates Python environment setup and dependency management, ensur start.sh - - Initiates and manages Celery workers, beat scheduler, and Flower for the projects asynchronous task processing
- Handles worker availability checks and starts necessary services within the specified project directory. + Code>❯ REPLACE-ME - +
- pygentic_ai_ms + pygentic_ai
- ⦿ docker.pygentic_ai_ms + ⦿ docker.pygentic_ai @@ -465,16 +672,16 @@ This project automates Python environment setup and dependency management, ensur - - + + - - + + - - + +
build.sh- Install necessary dependencies for the ranked jobs microservice in the Docker container
- The script sets up essential tools like Python, PostgreSQL, and Git, ensuring a robust environment for the microservice to run smoothly.		build.shCode>❯ REPLACE-ME
python_build.sh- Automates Python environment setup and dependency management for the ranked jobs microservice in the Docker architecture
- Sets up virtual environment, compiles requirements, and syncs dependencies for smooth execution.		python_build.shCode>❯ REPLACE-ME
python_start.sh- Launches the Python application using Gunicorn with specified configurations like the number of workers, timeout, and port
- The script activates the virtual environment and starts the server to handle incoming requests.		python_start.shCode>❯ REPLACE-ME
@@ -485,9 +692,9 @@ This project automates Python environment setup and dependency management, ensur --- -## Getting Started +## 🚀 Getting Started -### Prerequisites +### 🌟 Prerequisites This project requires the following dependencies: @@ -495,7 +702,7 @@ This project requires the following dependencies: - **Package Manager:** Pip, Uv - **Container Runtime:** Docker -### Installation +### ⚡ Installation Build Pygentic-AI from the source and intsall dependencies: @@ -514,40 +721,47 @@ Build Pygentic-AI from the source and intsall dependencies: 3. **Install the dependencies:** - - - - + + + + - **Using [docker](https://www.docker.com/):** +**Using [docker](https://www.docker.com/):** ```sh ❯ docker build -t fsecada01/Pygentic-AI . ``` - - - - - - **Using [pip](https://pypi.org/project/pip/):** + + + + + + +**Using [pip](https://pypi.org/project/pip/):** ```sh - ❯ pip install -r core_requirements.in, core_requirements.txt, dev_requirements.in, dev_requirements.txt + ❯ pip install -r core_requirements.txt, dev_requirements.txt ``` - - - - - +If this fails due to platform-specific issues, try this instead: - **Using [uv](https://docs.astral.sh/uv/):** + ```sh + ❯ pip install -r core_requirements.in, dev_requirements.in + ``` + + + + + + + +**Using [uv](https://docs.astral.sh/uv/):** ```sh ❯ uv sync --all-extras --dev ``` -### Usage +### 🔆 Usage Run the project with: @@ -564,7 +778,7 @@ python {entrypoint} uv run python {entrypoint} ``` -### Testing +### 🌠 Testing Pygentic-ai uses the {__test_framework__} test framework. Run the test suite with: @@ -579,15 +793,15 @@ uv run pytest tests/ --- -## Roadmap +## 🌻 Roadmap -- [X] **`Task 1`**: Implement feature one. -- [ ] **`Task 2`**: Implement feature two. -- [ ] **`Task 3`**: Implement feature three. +- [X] **`Task 1`**: Bootstrap a minimal application build +- [ ] **`Task 2`**: Implement DB Backend with PostgreSQL +- [ ] **`Task 3`**: Integrate user auth and group controls --- -## Contributing +## 🤝 Contributing - **💬 [Join the Discussions](https://github.com/fsecada01/Pygentic-AI/discussions)**: Share your insights, provide feedback, or ask questions. - **🐛 [Report Issues](https://github.com/fsecada01/Pygentic-AI/issues)**: Submit bugs found or log feature requests for the `Pygentic-AI` project. @@ -630,13 +844,13 @@ uv run pytest tests/ --- -## License +## 📜 License Pygentic-ai is protected under the [LICENSE](https://choosealicense.com/licenses) License. For more details, refer to the [LICENSE](https://choosealicense.com/licenses/) file. --- -## Acknowledgments +## ✨ Acknowledgments - Credit `contributors`, `inspiration`, `references`, etc. From f8c4dc633a1a4653589dec2f3970af111cf20c18 Mon Sep 17 00:00:00 2001 From: Francis Secada Date: Thu, 23 Jan 2025 17:22:25 -0500 Subject: [PATCH 07/20] adding icon to static folder --- README.md | 2 +- src/frontend/static/purple.svg | 12 ++++++++++++ 2 files changed, 13 insertions(+), 1 deletion(-) create mode 100644 src/frontend/static/purple.svg diff --git a/README.md b/README.md index 0b4ac89..c0dcb58 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@
- + # PYGENTIC-AI diff --git a/src/frontend/static/purple.svg b/src/frontend/static/purple.svg new file mode 100644 index 0000000..80327fb --- /dev/null +++ b/src/frontend/static/purple.svg @@ -0,0 +1,12 @@ + + + + From b677f19646aa3067cc38c1948629c5c009e02e37 Mon Sep 17 00:00:00 2001 From: Francis Secada Date: Mon, 2 Feb 2026 15:00:25 -0500 Subject: [PATCH 08/20] docs: ratify constitution v1.0.0 (initial governance framework) - Establish 6 core principles: TDD, API-First, Async, Observability, Type Safety, Security - Define development standards for FastAPI + Celery + AI services architecture - Add quality assurance requirements (pre-commit, code review, deployment gates) - Synchronize all speckit templates with constitution requirements - Add comprehensive NFRs and constitution compliance checks BREAKING: All future features must comply with constitution principles Co-Authored-By: Claude Sonnet 4.5 --- .specify/memory/constitution.md | 183 +++++++ .../powershell/check-prerequisites.ps1 | 148 ++++++ .specify/scripts/powershell/common.ps1 | 137 ++++++ .../scripts/powershell/create-new-feature.ps1 | 283 +++++++++++ .specify/scripts/powershell/setup-plan.ps1 | 61 +++ .../powershell/update-agent-context.ps1 | 448 ++++++++++++++++++ .specify/templates/agent-file-template.md | 28 ++ .specify/templates/checklist-template.md | 40 ++ .specify/templates/plan-template.md | 142 ++++++ .specify/templates/spec-template.md | 141 ++++++ .specify/templates/tasks-template.md | 336 +++++++++++++ 11 files changed, 1947 insertions(+) create mode 100644 .specify/memory/constitution.md create mode 100644 .specify/scripts/powershell/check-prerequisites.ps1 create mode 100644 .specify/scripts/powershell/common.ps1 create mode 100644 .specify/scripts/powershell/create-new-feature.ps1 create mode 100644 .specify/scripts/powershell/setup-plan.ps1 create mode 100644 .specify/scripts/powershell/update-agent-context.ps1 create mode 100644 .specify/templates/agent-file-template.md create mode 100644 .specify/templates/checklist-template.md create mode 100644 .specify/templates/plan-template.md create mode 100644 .specify/templates/spec-template.md create mode 100644 .specify/templates/tasks-template.md diff --git a/.specify/memory/constitution.md b/.specify/memory/constitution.md new file mode 100644 index 0000000..2efd0d1 --- /dev/null +++ b/.specify/memory/constitution.md @@ -0,0 +1,183 @@ + + +# Pygentic-AI Constitution + +## Core Principles + +### I. Test-Driven Development (NON-NEGOTIABLE) + +Tests MUST be written before implementation. The TDD cycle is strictly enforced: +1. Write tests that define expected behavior +2. Verify tests fail (Red) +3. Implement minimal code to pass tests (Green) +4. Refactor while maintaining passing tests (Refactor) + +**Rationale**: TDD ensures code correctness, maintainability, and prevents regressions. Pre-written tests serve as living documentation and enable confident refactoring. + +### II. API-First Design + +All features MUST expose well-defined APIs with clear contracts. API specifications MUST be documented before implementation, including: +- Request/response schemas using Pydantic models +- Error handling and status codes +- Authentication/authorization requirements +- Rate limiting and performance characteristics + +**Rationale**: API-first design enables parallel development of frontend/backend, facilitates integration testing, and ensures consistent interfaces across the system. + +### III. Asynchronous Architecture + +The system MUST leverage asynchronous patterns for I/O-bound operations: +- FastAPI async endpoints for web APIs +- Celery for long-running background tasks +- Redis for caching and task queuing +- Async database operations with asyncpg/aiomysql + +**Rationale**: AI model invocations and external API calls are I/O-bound. Async patterns maximize throughput, reduce latency, and improve resource utilization for concurrent requests. + +### IV. Observability and Monitoring + +Every component MUST implement comprehensive observability: +- Structured logging with contextual information (logfire, loguru) +- OpenTelemetry instrumentation for distributed tracing +- Metrics collection for performance monitoring (Prometheus) +- Error tracking with detailed context + +**Rationale**: AI systems are inherently complex and opaque. Observability is essential for debugging, performance optimization, and understanding system behavior in production. + +### V. Type Safety and Validation + +Code MUST be type-annotated and validated at runtime: +- Pydantic models for all data structures +- Type hints for all function signatures +- Runtime validation at API boundaries +- Static type checking with mypy (when enabled) + +**Rationale**: Type safety catches errors early, improves IDE support, serves as documentation, and prevents invalid data from propagating through the system. + +### VI. Security by Default + +Security MUST be built into every layer: +- No credentials in code (use environment variables) +- Input validation and sanitization at all entry points +- Authentication and authorization for all protected endpoints +- SQL injection prevention through parameterized queries +- Regular security audits (Bandit for Python) + +**Rationale**: AI services handle sensitive data and API keys. A single security vulnerability can compromise the entire system and user data. + +## Development Standards + +### Code Quality + +- **Formatting**: Black (line length: 80), isort for imports +- **Linting**: Ruff with enabled rules (E, F, B), max complexity: 10 +- **Documentation**: Docstrings for all public APIs, inline comments for complex logic +- **Error Handling**: Explicit exception handling with meaningful error messages +- **Dependencies**: Use `uv` for dependency management, pin versions in requirements + +### Testing Requirements + +- **Unit Tests**: Test individual functions/methods in isolation +- **Integration Tests**: Test component interactions (API + database, service + external APIs) +- **Contract Tests**: Verify API contracts match specifications +- **Coverage**: Aim for >80% code coverage, 100% for critical paths +- **Test Independence**: Tests MUST be independent and runnable in any order + +### Architecture Patterns + +- **Service Layer**: Business logic isolated from API/database layers +- **Repository Pattern**: Database access abstracted behind repositories (using FastCRUD) +- **Dependency Injection**: FastAPI's dependency injection for services and configurations +- **Background Tasks**: Long-running operations delegated to Celery workers +- **Caching Strategy**: Redis caching for expensive operations (AI model results, API responses) + +## Quality Assurance + +### Pre-Commit Requirements + +All commits MUST pass: +1. Code formatting (Black, isort) +2. Linting (Ruff) +3. Type checking (if enabled) +4. Security scan (Bandit) +5. All tests passing + +Use pre-commit hooks to enforce these checks automatically. + +### Code Review Standards + +All changes MUST be reviewed before merge: +- Verify tests exist and pass +- Check for security vulnerabilities +- Validate error handling and edge cases +- Ensure observability (logging, metrics) +- Confirm documentation is updated +- Validate performance impact for critical paths + +### Deployment Gates + +Production deployments MUST satisfy: +- All tests passing in CI/CD pipeline +- Security scan clean (no high/critical vulnerabilities) +- Performance benchmarks within acceptable thresholds +- Database migrations tested and reversible +- Rollback plan documented + +## Governance + +### Amendment Process + +Constitution amendments require: +1. Proposal with clear rationale and impact assessment +2. Discussion period (minimum 3 days for minor, 7 days for major changes) +3. Team consensus or majority vote +4. Documentation of decision and migration plan +5. Version bump according to semantic versioning + +### Versioning Policy + +- **MAJOR**: Backward-incompatible changes to core principles or mandatory requirements +- **MINOR**: New principles added or existing principles materially expanded +- **PATCH**: Clarifications, wording improvements, non-semantic refinements + +### Compliance + +- All code reviews MUST verify compliance with this constitution +- Violations MUST be justified with documented rationale +- Technical debt MUST be tracked and addressed systematically +- Constitution supersedes all other development practices + +### Complexity Justification + +Any deviation from YAGNI (You Aren't Gonna Need It) MUST be justified: +- Document the specific problem being solved +- Explain why simpler alternatives are insufficient +- Provide measurable success criteria +- Plan for future simplification if possible + +**Version**: 1.0.0 | **Ratified**: 2025-01-16 | **Last Amended**: 2026-02-02 diff --git a/.specify/scripts/powershell/check-prerequisites.ps1 b/.specify/scripts/powershell/check-prerequisites.ps1 new file mode 100644 index 0000000..cc6bc59 --- /dev/null +++ b/.specify/scripts/powershell/check-prerequisites.ps1 @@ -0,0 +1,148 @@ +#!/usr/bin/env pwsh + +# Consolidated prerequisite checking script (PowerShell) +# +# This script provides unified prerequisite checking for Spec-Driven Development workflow. +# It replaces the functionality previously spread across multiple scripts. +# +# Usage: ./check-prerequisites.ps1 [OPTIONS] +# +# OPTIONS: +# -Json Output in JSON format +# -RequireTasks Require tasks.md to exist (for implementation phase) +# -IncludeTasks Include tasks.md in AVAILABLE_DOCS list +# -PathsOnly Only output path variables (no validation) +# -Help, -h Show help message + +[CmdletBinding()] +param( + [switch]$Json, + [switch]$RequireTasks, + [switch]$IncludeTasks, + [switch]$PathsOnly, + [switch]$Help +) + +$ErrorActionPreference = 'Stop' + +# Show help if requested +if ($Help) { + Write-Output @" +Usage: check-prerequisites.ps1 [OPTIONS] + +Consolidated prerequisite checking for Spec-Driven Development workflow. + +OPTIONS: + -Json Output in JSON format + -RequireTasks Require tasks.md to exist (for implementation phase) + -IncludeTasks Include tasks.md in AVAILABLE_DOCS list + -PathsOnly Only output path variables (no prerequisite validation) + -Help, -h Show this help message + +EXAMPLES: + # Check task prerequisites (plan.md required) + .\check-prerequisites.ps1 -Json + + # Check implementation prerequisites (plan.md + tasks.md required) + .\check-prerequisites.ps1 -Json -RequireTasks -IncludeTasks + + # Get feature paths only (no validation) + .\check-prerequisites.ps1 -PathsOnly + +"@ + exit 0 +} + +# Source common functions +. "$PSScriptRoot/common.ps1" + +# Get feature paths and validate branch +$paths = Get-FeaturePathsEnv + +if (-not (Test-FeatureBranch -Branch $paths.CURRENT_BRANCH -HasGit:$paths.HAS_GIT)) { + exit 1 +} + +# If paths-only mode, output paths and exit (support combined -Json -PathsOnly) +if ($PathsOnly) { + if ($Json) { + [PSCustomObject]@{ + REPO_ROOT = $paths.REPO_ROOT + BRANCH = $paths.CURRENT_BRANCH + FEATURE_DIR = $paths.FEATURE_DIR + FEATURE_SPEC = $paths.FEATURE_SPEC + IMPL_PLAN = $paths.IMPL_PLAN + TASKS = $paths.TASKS + } | ConvertTo-Json -Compress + } else { + Write-Output "REPO_ROOT: $($paths.REPO_ROOT)" + Write-Output "BRANCH: $($paths.CURRENT_BRANCH)" + Write-Output "FEATURE_DIR: $($paths.FEATURE_DIR)" + Write-Output "FEATURE_SPEC: $($paths.FEATURE_SPEC)" + Write-Output "IMPL_PLAN: $($paths.IMPL_PLAN)" + Write-Output "TASKS: $($paths.TASKS)" + } + exit 0 +} + +# Validate required directories and files +if (-not (Test-Path $paths.FEATURE_DIR -PathType Container)) { + Write-Output "ERROR: Feature directory not found: $($paths.FEATURE_DIR)" + Write-Output "Run /speckit.specify first to create the feature structure." + exit 1 +} + +if (-not (Test-Path $paths.IMPL_PLAN -PathType Leaf)) { + Write-Output "ERROR: plan.md not found in $($paths.FEATURE_DIR)" + Write-Output "Run /speckit.plan first to create the implementation plan." + exit 1 +} + +# Check for tasks.md if required +if ($RequireTasks -and -not (Test-Path $paths.TASKS -PathType Leaf)) { + Write-Output "ERROR: tasks.md not found in $($paths.FEATURE_DIR)" + Write-Output "Run /speckit.tasks first to create the task list." + exit 1 +} + +# Build list of available documents +$docs = @() + +# Always check these optional docs +if (Test-Path $paths.RESEARCH) { $docs += 'research.md' } +if (Test-Path $paths.DATA_MODEL) { $docs += 'data-model.md' } + +# Check contracts directory (only if it exists and has files) +if ((Test-Path $paths.CONTRACTS_DIR) -and (Get-ChildItem -Path $paths.CONTRACTS_DIR -ErrorAction SilentlyContinue | Select-Object -First 1)) { + $docs += 'contracts/' +} + +if (Test-Path $paths.QUICKSTART) { $docs += 'quickstart.md' } + +# Include tasks.md if requested and it exists +if ($IncludeTasks -and (Test-Path $paths.TASKS)) { + $docs += 'tasks.md' +} + +# Output results +if ($Json) { + # JSON output + [PSCustomObject]@{ + FEATURE_DIR = $paths.FEATURE_DIR + AVAILABLE_DOCS = $docs + } | ConvertTo-Json -Compress +} else { + # Text output + Write-Output "FEATURE_DIR:$($paths.FEATURE_DIR)" + Write-Output "AVAILABLE_DOCS:" + + # Show status of each potential document + Test-FileExists -Path $paths.RESEARCH -Description 'research.md' | Out-Null + Test-FileExists -Path $paths.DATA_MODEL -Description 'data-model.md' | Out-Null + Test-DirHasFiles -Path $paths.CONTRACTS_DIR -Description 'contracts/' | Out-Null + Test-FileExists -Path $paths.QUICKSTART -Description 'quickstart.md' | Out-Null + + if ($IncludeTasks) { + Test-FileExists -Path $paths.TASKS -Description 'tasks.md' | Out-Null + } +} diff --git a/.specify/scripts/powershell/common.ps1 b/.specify/scripts/powershell/common.ps1 new file mode 100644 index 0000000..32ceb4a --- /dev/null +++ b/.specify/scripts/powershell/common.ps1 @@ -0,0 +1,137 @@ +#!/usr/bin/env pwsh +# Common PowerShell functions analogous to common.sh + +function Get-RepoRoot { + try { + $result = git rev-parse --show-toplevel 2>$null + if ($LASTEXITCODE -eq 0) { + return $result + } + } catch { + # Git command failed + } + + # Fall back to script location for non-git repos + return (Resolve-Path (Join-Path $PSScriptRoot "../../..")).Path +} + +function Get-CurrentBranch { + # First check if SPECIFY_FEATURE environment variable is set + if ($env:SPECIFY_FEATURE) { + return $env:SPECIFY_FEATURE + } + + # Then check git if available + try { + $result = git rev-parse --abbrev-ref HEAD 2>$null + if ($LASTEXITCODE -eq 0) { + return $result + } + } catch { + # Git command failed + } + + # For non-git repos, try to find the latest feature directory + $repoRoot = Get-RepoRoot + $specsDir = Join-Path $repoRoot "specs" + + if (Test-Path $specsDir) { + $latestFeature = "" + $highest = 0 + + Get-ChildItem -Path $specsDir -Directory | ForEach-Object { + if ($_.Name -match '^(\d{3})-') { + $num = [int]$matches[1] + if ($num -gt $highest) { + $highest = $num + $latestFeature = $_.Name + } + } + } + + if ($latestFeature) { + return $latestFeature + } + } + + # Final fallback + return "main" +} + +function Test-HasGit { + try { + git rev-parse --show-toplevel 2>$null | Out-Null + return ($LASTEXITCODE -eq 0) + } catch { + return $false + } +} + +function Test-FeatureBranch { + param( + [string]$Branch, + [bool]$HasGit = $true + ) + + # For non-git repos, we can't enforce branch naming but still provide output + if (-not $HasGit) { + Write-Warning "[specify] Warning: Git repository not detected; skipped branch validation" + return $true + } + + if ($Branch -notmatch '^[0-9]{3}-') { + Write-Output "ERROR: Not on a feature branch. Current branch: $Branch" + Write-Output "Feature branches should be named like: 001-feature-name" + return $false + } + return $true +} + +function Get-FeatureDir { + param([string]$RepoRoot, [string]$Branch) + Join-Path $RepoRoot "specs/$Branch" +} + +function Get-FeaturePathsEnv { + $repoRoot = Get-RepoRoot + $currentBranch = Get-CurrentBranch + $hasGit = Test-HasGit + $featureDir = Get-FeatureDir -RepoRoot $repoRoot -Branch $currentBranch + + [PSCustomObject]@{ + REPO_ROOT = $repoRoot + CURRENT_BRANCH = $currentBranch + HAS_GIT = $hasGit + FEATURE_DIR = $featureDir + FEATURE_SPEC = Join-Path $featureDir 'spec.md' + IMPL_PLAN = Join-Path $featureDir 'plan.md' + TASKS = Join-Path $featureDir 'tasks.md' + RESEARCH = Join-Path $featureDir 'research.md' + DATA_MODEL = Join-Path $featureDir 'data-model.md' + QUICKSTART = Join-Path $featureDir 'quickstart.md' + CONTRACTS_DIR = Join-Path $featureDir 'contracts' + } +} + +function Test-FileExists { + param([string]$Path, [string]$Description) + if (Test-Path -Path $Path -PathType Leaf) { + Write-Output " ✓ $Description" + return $true + } else { + Write-Output " ✗ $Description" + return $false + } +} + +function Test-DirHasFiles { + param([string]$Path, [string]$Description) + if ((Test-Path -Path $Path -PathType Container) -and (Get-ChildItem -Path $Path -ErrorAction SilentlyContinue | Where-Object { -not $_.PSIsContainer } | Select-Object -First 1)) { + Write-Output " ✓ $Description" + return $true + } else { + Write-Output " ✗ $Description" + return $false + } +} + diff --git a/.specify/scripts/powershell/create-new-feature.ps1 b/.specify/scripts/powershell/create-new-feature.ps1 new file mode 100644 index 0000000..91c7b24 --- /dev/null +++ b/.specify/scripts/powershell/create-new-feature.ps1 @@ -0,0 +1,283 @@ +#!/usr/bin/env pwsh +# Create a new feature +[CmdletBinding()] +param( + [switch]$Json, + [string]$ShortName, + [int]$Number = 0, + [switch]$Help, + [Parameter(ValueFromRemainingArguments = $true)] + [string[]]$FeatureDescription +) +$ErrorActionPreference = 'Stop' + +# Show help if requested +if ($Help) { + Write-Host "Usage: ./create-new-feature.ps1 [-Json] [-ShortName ] [-Number N] " + Write-Host "" + Write-Host "Options:" + Write-Host " -Json Output in JSON format" + Write-Host " -ShortName Provide a custom short name (2-4 words) for the branch" + Write-Host " -Number N Specify branch number manually (overrides auto-detection)" + Write-Host " -Help Show this help message" + Write-Host "" + Write-Host "Examples:" + Write-Host " ./create-new-feature.ps1 'Add user authentication system' -ShortName 'user-auth'" + Write-Host " ./create-new-feature.ps1 'Implement OAuth2 integration for API'" + exit 0 +} + +# Check if feature description provided +if (-not $FeatureDescription -or $FeatureDescription.Count -eq 0) { + Write-Error "Usage: ./create-new-feature.ps1 [-Json] [-ShortName ] " + exit 1 +} + +$featureDesc = ($FeatureDescription -join ' ').Trim() + +# Resolve repository root. Prefer git information when available, but fall back +# to searching for repository markers so the workflow still functions in repositories that +# were initialized with --no-git. +function Find-RepositoryRoot { + param( + [string]$StartDir, + [string[]]$Markers = @('.git', '.specify') + ) + $current = Resolve-Path $StartDir + while ($true) { + foreach ($marker in $Markers) { + if (Test-Path (Join-Path $current $marker)) { + return $current + } + } + $parent = Split-Path $current -Parent + if ($parent -eq $current) { + # Reached filesystem root without finding markers + return $null + } + $current = $parent + } +} + +function Get-HighestNumberFromSpecs { + param([string]$SpecsDir) + + $highest = 0 + if (Test-Path $SpecsDir) { + Get-ChildItem -Path $SpecsDir -Directory | ForEach-Object { + if ($_.Name -match '^(\d+)') { + $num = [int]$matches[1] + if ($num -gt $highest) { $highest = $num } + } + } + } + return $highest +} + +function Get-HighestNumberFromBranches { + param() + + $highest = 0 + try { + $branches = git branch -a 2>$null + if ($LASTEXITCODE -eq 0) { + foreach ($branch in $branches) { + # Clean branch name: remove leading markers and remote prefixes + $cleanBranch = $branch.Trim() -replace '^\*?\s+', '' -replace '^remotes/[^/]+/', '' + + # Extract feature number if branch matches pattern ###-* + if ($cleanBranch -match '^(\d+)-') { + $num = [int]$matches[1] + if ($num -gt $highest) { $highest = $num } + } + } + } + } catch { + # If git command fails, return 0 + Write-Verbose "Could not check Git branches: $_" + } + return $highest +} + +function Get-NextBranchNumber { + param( + [string]$SpecsDir + ) + + # Fetch all remotes to get latest branch info (suppress errors if no remotes) + try { + git fetch --all --prune 2>$null | Out-Null + } catch { + # Ignore fetch errors + } + + # Get highest number from ALL branches (not just matching short name) + $highestBranch = Get-HighestNumberFromBranches + + # Get highest number from ALL specs (not just matching short name) + $highestSpec = Get-HighestNumberFromSpecs -SpecsDir $SpecsDir + + # Take the maximum of both + $maxNum = [Math]::Max($highestBranch, $highestSpec) + + # Return next number + return $maxNum + 1 +} + +function ConvertTo-CleanBranchName { + param([string]$Name) + + return $Name.ToLower() -replace '[^a-z0-9]', '-' -replace '-{2,}', '-' -replace '^-', '' -replace '-$', '' +} +$fallbackRoot = (Find-RepositoryRoot -StartDir $PSScriptRoot) +if (-not $fallbackRoot) { + Write-Error "Error: Could not determine repository root. Please run this script from within the repository." + exit 1 +} + +try { + $repoRoot = git rev-parse --show-toplevel 2>$null + if ($LASTEXITCODE -eq 0) { + $hasGit = $true + } else { + throw "Git not available" + } +} catch { + $repoRoot = $fallbackRoot + $hasGit = $false +} + +Set-Location $repoRoot + +$specsDir = Join-Path $repoRoot 'specs' +New-Item -ItemType Directory -Path $specsDir -Force | Out-Null + +# Function to generate branch name with stop word filtering and length filtering +function Get-BranchName { + param([string]$Description) + + # Common stop words to filter out + $stopWords = @( + 'i', 'a', 'an', 'the', 'to', 'for', 'of', 'in', 'on', 'at', 'by', 'with', 'from', + 'is', 'are', 'was', 'were', 'be', 'been', 'being', 'have', 'has', 'had', + 'do', 'does', 'did', 'will', 'would', 'should', 'could', 'can', 'may', 'might', 'must', 'shall', + 'this', 'that', 'these', 'those', 'my', 'your', 'our', 'their', + 'want', 'need', 'add', 'get', 'set' + ) + + # Convert to lowercase and extract words (alphanumeric only) + $cleanName = $Description.ToLower() -replace '[^a-z0-9\s]', ' ' + $words = $cleanName -split '\s+' | Where-Object { $_ } + + # Filter words: remove stop words and words shorter than 3 chars (unless they're uppercase acronyms in original) + $meaningfulWords = @() + foreach ($word in $words) { + # Skip stop words + if ($stopWords -contains $word) { continue } + + # Keep words that are length >= 3 OR appear as uppercase in original (likely acronyms) + if ($word.Length -ge 3) { + $meaningfulWords += $word + } elseif ($Description -match "\b$($word.ToUpper())\b") { + # Keep short words if they appear as uppercase in original (likely acronyms) + $meaningfulWords += $word + } + } + + # If we have meaningful words, use first 3-4 of them + if ($meaningfulWords.Count -gt 0) { + $maxWords = if ($meaningfulWords.Count -eq 4) { 4 } else { 3 } + $result = ($meaningfulWords | Select-Object -First $maxWords) -join '-' + return $result + } else { + # Fallback to original logic if no meaningful words found + $result = ConvertTo-CleanBranchName -Name $Description + $fallbackWords = ($result -split '-') | Where-Object { $_ } | Select-Object -First 3 + return [string]::Join('-', $fallbackWords) + } +} + +# Generate branch name +if ($ShortName) { + # Use provided short name, just clean it up + $branchSuffix = ConvertTo-CleanBranchName -Name $ShortName +} else { + # Generate from description with smart filtering + $branchSuffix = Get-BranchName -Description $featureDesc +} + +# Determine branch number +if ($Number -eq 0) { + if ($hasGit) { + # Check existing branches on remotes + $Number = Get-NextBranchNumber -SpecsDir $specsDir + } else { + # Fall back to local directory check + $Number = (Get-HighestNumberFromSpecs -SpecsDir $specsDir) + 1 + } +} + +$featureNum = ('{0:000}' -f $Number) +$branchName = "$featureNum-$branchSuffix" + +# GitHub enforces a 244-byte limit on branch names +# Validate and truncate if necessary +$maxBranchLength = 244 +if ($branchName.Length -gt $maxBranchLength) { + # Calculate how much we need to trim from suffix + # Account for: feature number (3) + hyphen (1) = 4 chars + $maxSuffixLength = $maxBranchLength - 4 + + # Truncate suffix + $truncatedSuffix = $branchSuffix.Substring(0, [Math]::Min($branchSuffix.Length, $maxSuffixLength)) + # Remove trailing hyphen if truncation created one + $truncatedSuffix = $truncatedSuffix -replace '-$', '' + + $originalBranchName = $branchName + $branchName = "$featureNum-$truncatedSuffix" + + Write-Warning "[specify] Branch name exceeded GitHub's 244-byte limit" + Write-Warning "[specify] Original: $originalBranchName ($($originalBranchName.Length) bytes)" + Write-Warning "[specify] Truncated to: $branchName ($($branchName.Length) bytes)" +} + +if ($hasGit) { + try { + git checkout -b $branchName | Out-Null + } catch { + Write-Warning "Failed to create git branch: $branchName" + } +} else { + Write-Warning "[specify] Warning: Git repository not detected; skipped branch creation for $branchName" +} + +$featureDir = Join-Path $specsDir $branchName +New-Item -ItemType Directory -Path $featureDir -Force | Out-Null + +$template = Join-Path $repoRoot '.specify/templates/spec-template.md' +$specFile = Join-Path $featureDir 'spec.md' +if (Test-Path $template) { + Copy-Item $template $specFile -Force +} else { + New-Item -ItemType File -Path $specFile | Out-Null +} + +# Set the SPECIFY_FEATURE environment variable for the current session +$env:SPECIFY_FEATURE = $branchName + +if ($Json) { + $obj = [PSCustomObject]@{ + BRANCH_NAME = $branchName + SPEC_FILE = $specFile + FEATURE_NUM = $featureNum + HAS_GIT = $hasGit + } + $obj | ConvertTo-Json -Compress +} else { + Write-Output "BRANCH_NAME: $branchName" + Write-Output "SPEC_FILE: $specFile" + Write-Output "FEATURE_NUM: $featureNum" + Write-Output "HAS_GIT: $hasGit" + Write-Output "SPECIFY_FEATURE environment variable set to: $branchName" +} + diff --git a/.specify/scripts/powershell/setup-plan.ps1 b/.specify/scripts/powershell/setup-plan.ps1 new file mode 100644 index 0000000..1e14b88 --- /dev/null +++ b/.specify/scripts/powershell/setup-plan.ps1 @@ -0,0 +1,61 @@ +#!/usr/bin/env pwsh +# Setup implementation plan for a feature + +[CmdletBinding()] +param( + [switch]$Json, + [switch]$Help +) + +$ErrorActionPreference = 'Stop' + +# Show help if requested +if ($Help) { + Write-Output "Usage: ./setup-plan.ps1 [-Json] [-Help]" + Write-Output " -Json Output results in JSON format" + Write-Output " -Help Show this help message" + exit 0 +} + +# Load common functions +. "$PSScriptRoot/common.ps1" + +# Get all paths and variables from common functions +$paths = Get-FeaturePathsEnv + +# Check if we're on a proper feature branch (only for git repos) +if (-not (Test-FeatureBranch -Branch $paths.CURRENT_BRANCH -HasGit $paths.HAS_GIT)) { + exit 1 +} + +# Ensure the feature directory exists +New-Item -ItemType Directory -Path $paths.FEATURE_DIR -Force | Out-Null + +# Copy plan template if it exists, otherwise note it or create empty file +$template = Join-Path $paths.REPO_ROOT '.specify/templates/plan-template.md' +if (Test-Path $template) { + Copy-Item $template $paths.IMPL_PLAN -Force + Write-Output "Copied plan template to $($paths.IMPL_PLAN)" +} else { + Write-Warning "Plan template not found at $template" + # Create a basic plan file if template doesn't exist + New-Item -ItemType File -Path $paths.IMPL_PLAN -Force | Out-Null +} + +# Output results +if ($Json) { + $result = [PSCustomObject]@{ + FEATURE_SPEC = $paths.FEATURE_SPEC + IMPL_PLAN = $paths.IMPL_PLAN + SPECS_DIR = $paths.FEATURE_DIR + BRANCH = $paths.CURRENT_BRANCH + HAS_GIT = $paths.HAS_GIT + } + $result | ConvertTo-Json -Compress +} else { + Write-Output "FEATURE_SPEC: $($paths.FEATURE_SPEC)" + Write-Output "IMPL_PLAN: $($paths.IMPL_PLAN)" + Write-Output "SPECS_DIR: $($paths.FEATURE_DIR)" + Write-Output "BRANCH: $($paths.CURRENT_BRANCH)" + Write-Output "HAS_GIT: $($paths.HAS_GIT)" +} diff --git a/.specify/scripts/powershell/update-agent-context.ps1 b/.specify/scripts/powershell/update-agent-context.ps1 new file mode 100644 index 0000000..8d46b03 --- /dev/null +++ b/.specify/scripts/powershell/update-agent-context.ps1 @@ -0,0 +1,448 @@ +#!/usr/bin/env pwsh +<#! +.SYNOPSIS +Update agent context files with information from plan.md (PowerShell version) + +.DESCRIPTION +Mirrors the behavior of scripts/bash/update-agent-context.sh: + 1. Environment Validation + 2. Plan Data Extraction + 3. Agent File Management (create from template or update existing) + 4. Content Generation (technology stack, recent changes, timestamp) + 5. Multi-Agent Support (claude, gemini, copilot, cursor-agent, qwen, opencode, codex, windsurf, kilocode, auggie, roo, codebuddy, amp, shai, q, bob, qoder) + +.PARAMETER AgentType +Optional agent key to update a single agent. If omitted, updates all existing agent files (creating a default Claude file if none exist). + +.EXAMPLE +./update-agent-context.ps1 -AgentType claude + +.EXAMPLE +./update-agent-context.ps1 # Updates all existing agent files + +.NOTES +Relies on common helper functions in common.ps1 +#> +param( + [Parameter(Position=0)] + [ValidateSet('claude','gemini','copilot','cursor-agent','qwen','opencode','codex','windsurf','kilocode','auggie','roo','codebuddy','amp','shai','q','bob','qoder')] + [string]$AgentType +) + +$ErrorActionPreference = 'Stop' + +# Import common helpers +$ScriptDir = Split-Path -Parent $MyInvocation.MyCommand.Path +. (Join-Path $ScriptDir 'common.ps1') + +# Acquire environment paths +$envData = Get-FeaturePathsEnv +$REPO_ROOT = $envData.REPO_ROOT +$CURRENT_BRANCH = $envData.CURRENT_BRANCH +$HAS_GIT = $envData.HAS_GIT +$IMPL_PLAN = $envData.IMPL_PLAN +$NEW_PLAN = $IMPL_PLAN + +# Agent file paths +$CLAUDE_FILE = Join-Path $REPO_ROOT 'CLAUDE.md' +$GEMINI_FILE = Join-Path $REPO_ROOT 'GEMINI.md' +$COPILOT_FILE = Join-Path $REPO_ROOT '.github/agents/copilot-instructions.md' +$CURSOR_FILE = Join-Path $REPO_ROOT '.cursor/rules/specify-rules.mdc' +$QWEN_FILE = Join-Path $REPO_ROOT 'QWEN.md' +$AGENTS_FILE = Join-Path $REPO_ROOT 'AGENTS.md' +$WINDSURF_FILE = Join-Path $REPO_ROOT '.windsurf/rules/specify-rules.md' +$KILOCODE_FILE = Join-Path $REPO_ROOT '.kilocode/rules/specify-rules.md' +$AUGGIE_FILE = Join-Path $REPO_ROOT '.augment/rules/specify-rules.md' +$ROO_FILE = Join-Path $REPO_ROOT '.roo/rules/specify-rules.md' +$CODEBUDDY_FILE = Join-Path $REPO_ROOT 'CODEBUDDY.md' +$QODER_FILE = Join-Path $REPO_ROOT 'QODER.md' +$AMP_FILE = Join-Path $REPO_ROOT 'AGENTS.md' +$SHAI_FILE = Join-Path $REPO_ROOT 'SHAI.md' +$Q_FILE = Join-Path $REPO_ROOT 'AGENTS.md' +$BOB_FILE = Join-Path $REPO_ROOT 'AGENTS.md' + +$TEMPLATE_FILE = Join-Path $REPO_ROOT '.specify/templates/agent-file-template.md' + +# Parsed plan data placeholders +$script:NEW_LANG = '' +$script:NEW_FRAMEWORK = '' +$script:NEW_DB = '' +$script:NEW_PROJECT_TYPE = '' + +function Write-Info { + param( + [Parameter(Mandatory=$true)] + [string]$Message + ) + Write-Host "INFO: $Message" +} + +function Write-Success { + param( + [Parameter(Mandatory=$true)] + [string]$Message + ) + Write-Host "$([char]0x2713) $Message" +} + +function Write-WarningMsg { + param( + [Parameter(Mandatory=$true)] + [string]$Message + ) + Write-Warning $Message +} + +function Write-Err { + param( + [Parameter(Mandatory=$true)] + [string]$Message + ) + Write-Host "ERROR: $Message" -ForegroundColor Red +} + +function Validate-Environment { + if (-not $CURRENT_BRANCH) { + Write-Err 'Unable to determine current feature' + if ($HAS_GIT) { Write-Info "Make sure you're on a feature branch" } else { Write-Info 'Set SPECIFY_FEATURE environment variable or create a feature first' } + exit 1 + } + if (-not (Test-Path $NEW_PLAN)) { + Write-Err "No plan.md found at $NEW_PLAN" + Write-Info 'Ensure you are working on a feature with a corresponding spec directory' + if (-not $HAS_GIT) { Write-Info 'Use: $env:SPECIFY_FEATURE=your-feature-name or create a new feature first' } + exit 1 + } + if (-not (Test-Path $TEMPLATE_FILE)) { + Write-Err "Template file not found at $TEMPLATE_FILE" + Write-Info 'Run specify init to scaffold .specify/templates, or add agent-file-template.md there.' + exit 1 + } +} + +function Extract-PlanField { + param( + [Parameter(Mandatory=$true)] + [string]$FieldPattern, + [Parameter(Mandatory=$true)] + [string]$PlanFile + ) + if (-not (Test-Path $PlanFile)) { return '' } + # Lines like **Language/Version**: Python 3.12 + $regex = "^\*\*$([Regex]::Escape($FieldPattern))\*\*: (.+)$" + Get-Content -LiteralPath $PlanFile -Encoding utf8 | ForEach-Object { + if ($_ -match $regex) { + $val = $Matches[1].Trim() + if ($val -notin @('NEEDS CLARIFICATION','N/A')) { return $val } + } + } | Select-Object -First 1 +} + +function Parse-PlanData { + param( + [Parameter(Mandatory=$true)] + [string]$PlanFile + ) + if (-not (Test-Path $PlanFile)) { Write-Err "Plan file not found: $PlanFile"; return $false } + Write-Info "Parsing plan data from $PlanFile" + $script:NEW_LANG = Extract-PlanField -FieldPattern 'Language/Version' -PlanFile $PlanFile + $script:NEW_FRAMEWORK = Extract-PlanField -FieldPattern 'Primary Dependencies' -PlanFile $PlanFile + $script:NEW_DB = Extract-PlanField -FieldPattern 'Storage' -PlanFile $PlanFile + $script:NEW_PROJECT_TYPE = Extract-PlanField -FieldPattern 'Project Type' -PlanFile $PlanFile + + if ($NEW_LANG) { Write-Info "Found language: $NEW_LANG" } else { Write-WarningMsg 'No language information found in plan' } + if ($NEW_FRAMEWORK) { Write-Info "Found framework: $NEW_FRAMEWORK" } + if ($NEW_DB -and $NEW_DB -ne 'N/A') { Write-Info "Found database: $NEW_DB" } + if ($NEW_PROJECT_TYPE) { Write-Info "Found project type: $NEW_PROJECT_TYPE" } + return $true +} + +function Format-TechnologyStack { + param( + [Parameter(Mandatory=$false)] + [string]$Lang, + [Parameter(Mandatory=$false)] + [string]$Framework + ) + $parts = @() + if ($Lang -and $Lang -ne 'NEEDS CLARIFICATION') { $parts += $Lang } + if ($Framework -and $Framework -notin @('NEEDS CLARIFICATION','N/A')) { $parts += $Framework } + if (-not $parts) { return '' } + return ($parts -join ' + ') +} + +function Get-ProjectStructure { + param( + [Parameter(Mandatory=$false)] + [string]$ProjectType + ) + if ($ProjectType -match 'web') { return "backend/`nfrontend/`ntests/" } else { return "src/`ntests/" } +} + +function Get-CommandsForLanguage { + param( + [Parameter(Mandatory=$false)] + [string]$Lang + ) + switch -Regex ($Lang) { + 'Python' { return "cd src; pytest; ruff check ." } + 'Rust' { return "cargo test; cargo clippy" } + 'JavaScript|TypeScript' { return "npm test; npm run lint" } + default { return "# Add commands for $Lang" } + } +} + +function Get-LanguageConventions { + param( + [Parameter(Mandatory=$false)] + [string]$Lang + ) + if ($Lang) { "${Lang}: Follow standard conventions" } else { 'General: Follow standard conventions' } +} + +function New-AgentFile { + param( + [Parameter(Mandatory=$true)] + [string]$TargetFile, + [Parameter(Mandatory=$true)] + [string]$ProjectName, + [Parameter(Mandatory=$true)] + [datetime]$Date + ) + if (-not (Test-Path $TEMPLATE_FILE)) { Write-Err "Template not found at $TEMPLATE_FILE"; return $false } + $temp = New-TemporaryFile + Copy-Item -LiteralPath $TEMPLATE_FILE -Destination $temp -Force + + $projectStructure = Get-ProjectStructure -ProjectType $NEW_PROJECT_TYPE + $commands = Get-CommandsForLanguage -Lang $NEW_LANG + $languageConventions = Get-LanguageConventions -Lang $NEW_LANG + + $escaped_lang = $NEW_LANG + $escaped_framework = $NEW_FRAMEWORK + $escaped_branch = $CURRENT_BRANCH + + $content = Get-Content -LiteralPath $temp -Raw -Encoding utf8 + $content = $content -replace '\[PROJECT NAME\]',$ProjectName + $content = $content -replace '\[DATE\]',$Date.ToString('yyyy-MM-dd') + + # Build the technology stack string safely + $techStackForTemplate = "" + if ($escaped_lang -and $escaped_framework) { + $techStackForTemplate = "- $escaped_lang + $escaped_framework ($escaped_branch)" + } elseif ($escaped_lang) { + $techStackForTemplate = "- $escaped_lang ($escaped_branch)" + } elseif ($escaped_framework) { + $techStackForTemplate = "- $escaped_framework ($escaped_branch)" + } + + $content = $content -replace '\[EXTRACTED FROM ALL PLAN.MD FILES\]',$techStackForTemplate + # For project structure we manually embed (keep newlines) + $escapedStructure = [Regex]::Escape($projectStructure) + $content = $content -replace '\[ACTUAL STRUCTURE FROM PLANS\]',$escapedStructure + # Replace escaped newlines placeholder after all replacements + $content = $content -replace '\[ONLY COMMANDS FOR ACTIVE TECHNOLOGIES\]',$commands + $content = $content -replace '\[LANGUAGE-SPECIFIC, ONLY FOR LANGUAGES IN USE\]',$languageConventions + + # Build the recent changes string safely + $recentChangesForTemplate = "" + if ($escaped_lang -and $escaped_framework) { + $recentChangesForTemplate = "- ${escaped_branch}: Added ${escaped_lang} + ${escaped_framework}" + } elseif ($escaped_lang) { + $recentChangesForTemplate = "- ${escaped_branch}: Added ${escaped_lang}" + } elseif ($escaped_framework) { + $recentChangesForTemplate = "- ${escaped_branch}: Added ${escaped_framework}" + } + + $content = $content -replace '\[LAST 3 FEATURES AND WHAT THEY ADDED\]',$recentChangesForTemplate + # Convert literal \n sequences introduced by Escape to real newlines + $content = $content -replace '\\n',[Environment]::NewLine + + $parent = Split-Path -Parent $TargetFile + if (-not (Test-Path $parent)) { New-Item -ItemType Directory -Path $parent | Out-Null } + Set-Content -LiteralPath $TargetFile -Value $content -NoNewline -Encoding utf8 + Remove-Item $temp -Force + return $true +} + +function Update-ExistingAgentFile { + param( + [Parameter(Mandatory=$true)] + [string]$TargetFile, + [Parameter(Mandatory=$true)] + [datetime]$Date + ) + if (-not (Test-Path $TargetFile)) { return (New-AgentFile -TargetFile $TargetFile -ProjectName (Split-Path $REPO_ROOT -Leaf) -Date $Date) } + + $techStack = Format-TechnologyStack -Lang $NEW_LANG -Framework $NEW_FRAMEWORK + $newTechEntries = @() + if ($techStack) { + $escapedTechStack = [Regex]::Escape($techStack) + if (-not (Select-String -Pattern $escapedTechStack -Path $TargetFile -Quiet)) { + $newTechEntries += "- $techStack ($CURRENT_BRANCH)" + } + } + if ($NEW_DB -and $NEW_DB -notin @('N/A','NEEDS CLARIFICATION')) { + $escapedDB = [Regex]::Escape($NEW_DB) + if (-not (Select-String -Pattern $escapedDB -Path $TargetFile -Quiet)) { + $newTechEntries += "- $NEW_DB ($CURRENT_BRANCH)" + } + } + $newChangeEntry = '' + if ($techStack) { $newChangeEntry = "- ${CURRENT_BRANCH}: Added ${techStack}" } + elseif ($NEW_DB -and $NEW_DB -notin @('N/A','NEEDS CLARIFICATION')) { $newChangeEntry = "- ${CURRENT_BRANCH}: Added ${NEW_DB}" } + + $lines = Get-Content -LiteralPath $TargetFile -Encoding utf8 + $output = New-Object System.Collections.Generic.List[string] + $inTech = $false; $inChanges = $false; $techAdded = $false; $changeAdded = $false; $existingChanges = 0 + + for ($i=0; $i -lt $lines.Count; $i++) { + $line = $lines[$i] + if ($line -eq '## Active Technologies') { + $output.Add($line) + $inTech = $true + continue + } + if ($inTech -and $line -match '^##\s') { + if (-not $techAdded -and $newTechEntries.Count -gt 0) { $newTechEntries | ForEach-Object { $output.Add($_) }; $techAdded = $true } + $output.Add($line); $inTech = $false; continue + } + if ($inTech -and [string]::IsNullOrWhiteSpace($line)) { + if (-not $techAdded -and $newTechEntries.Count -gt 0) { $newTechEntries | ForEach-Object { $output.Add($_) }; $techAdded = $true } + $output.Add($line); continue + } + if ($line -eq '## Recent Changes') { + $output.Add($line) + if ($newChangeEntry) { $output.Add($newChangeEntry); $changeAdded = $true } + $inChanges = $true + continue + } + if ($inChanges -and $line -match '^##\s') { $output.Add($line); $inChanges = $false; continue } + if ($inChanges -and $line -match '^- ') { + if ($existingChanges -lt 2) { $output.Add($line); $existingChanges++ } + continue + } + if ($line -match '\*\*Last updated\*\*: .*\d{4}-\d{2}-\d{2}') { + $output.Add(($line -replace '\d{4}-\d{2}-\d{2}',$Date.ToString('yyyy-MM-dd'))) + continue + } + $output.Add($line) + } + + # Post-loop check: if we're still in the Active Technologies section and haven't added new entries + if ($inTech -and -not $techAdded -and $newTechEntries.Count -gt 0) { + $newTechEntries | ForEach-Object { $output.Add($_) } + } + + Set-Content -LiteralPath $TargetFile -Value ($output -join [Environment]::NewLine) -Encoding utf8 + return $true +} + +function Update-AgentFile { + param( + [Parameter(Mandatory=$true)] + [string]$TargetFile, + [Parameter(Mandatory=$true)] + [string]$AgentName + ) + if (-not $TargetFile -or -not $AgentName) { Write-Err 'Update-AgentFile requires TargetFile and AgentName'; return $false } + Write-Info "Updating $AgentName context file: $TargetFile" + $projectName = Split-Path $REPO_ROOT -Leaf + $date = Get-Date + + $dir = Split-Path -Parent $TargetFile + if (-not (Test-Path $dir)) { New-Item -ItemType Directory -Path $dir | Out-Null } + + if (-not (Test-Path $TargetFile)) { + if (New-AgentFile -TargetFile $TargetFile -ProjectName $projectName -Date $date) { Write-Success "Created new $AgentName context file" } else { Write-Err 'Failed to create new agent file'; return $false } + } else { + try { + if (Update-ExistingAgentFile -TargetFile $TargetFile -Date $date) { Write-Success "Updated existing $AgentName context file" } else { Write-Err 'Failed to update agent file'; return $false } + } catch { + Write-Err "Cannot access or update existing file: $TargetFile. $_" + return $false + } + } + return $true +} + +function Update-SpecificAgent { + param( + [Parameter(Mandatory=$true)] + [string]$Type + ) + switch ($Type) { + 'claude' { Update-AgentFile -TargetFile $CLAUDE_FILE -AgentName 'Claude Code' } + 'gemini' { Update-AgentFile -TargetFile $GEMINI_FILE -AgentName 'Gemini CLI' } + 'copilot' { Update-AgentFile -TargetFile $COPILOT_FILE -AgentName 'GitHub Copilot' } + 'cursor-agent' { Update-AgentFile -TargetFile $CURSOR_FILE -AgentName 'Cursor IDE' } + 'qwen' { Update-AgentFile -TargetFile $QWEN_FILE -AgentName 'Qwen Code' } + 'opencode' { Update-AgentFile -TargetFile $AGENTS_FILE -AgentName 'opencode' } + 'codex' { Update-AgentFile -TargetFile $AGENTS_FILE -AgentName 'Codex CLI' } + 'windsurf' { Update-AgentFile -TargetFile $WINDSURF_FILE -AgentName 'Windsurf' } + 'kilocode' { Update-AgentFile -TargetFile $KILOCODE_FILE -AgentName 'Kilo Code' } + 'auggie' { Update-AgentFile -TargetFile $AUGGIE_FILE -AgentName 'Auggie CLI' } + 'roo' { Update-AgentFile -TargetFile $ROO_FILE -AgentName 'Roo Code' } + 'codebuddy' { Update-AgentFile -TargetFile $CODEBUDDY_FILE -AgentName 'CodeBuddy CLI' } + 'qoder' { Update-AgentFile -TargetFile $QODER_FILE -AgentName 'Qoder CLI' } + 'amp' { Update-AgentFile -TargetFile $AMP_FILE -AgentName 'Amp' } + 'shai' { Update-AgentFile -TargetFile $SHAI_FILE -AgentName 'SHAI' } + 'q' { Update-AgentFile -TargetFile $Q_FILE -AgentName 'Amazon Q Developer CLI' } + 'bob' { Update-AgentFile -TargetFile $BOB_FILE -AgentName 'IBM Bob' } + default { Write-Err "Unknown agent type '$Type'"; Write-Err 'Expected: claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|q|bob|qoder'; return $false } + } +} + +function Update-AllExistingAgents { + $found = $false + $ok = $true + if (Test-Path $CLAUDE_FILE) { if (-not (Update-AgentFile -TargetFile $CLAUDE_FILE -AgentName 'Claude Code')) { $ok = $false }; $found = $true } + if (Test-Path $GEMINI_FILE) { if (-not (Update-AgentFile -TargetFile $GEMINI_FILE -AgentName 'Gemini CLI')) { $ok = $false }; $found = $true } + if (Test-Path $COPILOT_FILE) { if (-not (Update-AgentFile -TargetFile $COPILOT_FILE -AgentName 'GitHub Copilot')) { $ok = $false }; $found = $true } + if (Test-Path $CURSOR_FILE) { if (-not (Update-AgentFile -TargetFile $CURSOR_FILE -AgentName 'Cursor IDE')) { $ok = $false }; $found = $true } + if (Test-Path $QWEN_FILE) { if (-not (Update-AgentFile -TargetFile $QWEN_FILE -AgentName 'Qwen Code')) { $ok = $false }; $found = $true } + if (Test-Path $AGENTS_FILE) { if (-not (Update-AgentFile -TargetFile $AGENTS_FILE -AgentName 'Codex/opencode')) { $ok = $false }; $found = $true } + if (Test-Path $WINDSURF_FILE) { if (-not (Update-AgentFile -TargetFile $WINDSURF_FILE -AgentName 'Windsurf')) { $ok = $false }; $found = $true } + if (Test-Path $KILOCODE_FILE) { if (-not (Update-AgentFile -TargetFile $KILOCODE_FILE -AgentName 'Kilo Code')) { $ok = $false }; $found = $true } + if (Test-Path $AUGGIE_FILE) { if (-not (Update-AgentFile -TargetFile $AUGGIE_FILE -AgentName 'Auggie CLI')) { $ok = $false }; $found = $true } + if (Test-Path $ROO_FILE) { if (-not (Update-AgentFile -TargetFile $ROO_FILE -AgentName 'Roo Code')) { $ok = $false }; $found = $true } + if (Test-Path $CODEBUDDY_FILE) { if (-not (Update-AgentFile -TargetFile $CODEBUDDY_FILE -AgentName 'CodeBuddy CLI')) { $ok = $false }; $found = $true } + if (Test-Path $QODER_FILE) { if (-not (Update-AgentFile -TargetFile $QODER_FILE -AgentName 'Qoder CLI')) { $ok = $false }; $found = $true } + if (Test-Path $SHAI_FILE) { if (-not (Update-AgentFile -TargetFile $SHAI_FILE -AgentName 'SHAI')) { $ok = $false }; $found = $true } + if (Test-Path $Q_FILE) { if (-not (Update-AgentFile -TargetFile $Q_FILE -AgentName 'Amazon Q Developer CLI')) { $ok = $false }; $found = $true } + if (Test-Path $BOB_FILE) { if (-not (Update-AgentFile -TargetFile $BOB_FILE -AgentName 'IBM Bob')) { $ok = $false }; $found = $true } + if (-not $found) { + Write-Info 'No existing agent files found, creating default Claude file...' + if (-not (Update-AgentFile -TargetFile $CLAUDE_FILE -AgentName 'Claude Code')) { $ok = $false } + } + return $ok +} + +function Print-Summary { + Write-Host '' + Write-Info 'Summary of changes:' + if ($NEW_LANG) { Write-Host " - Added language: $NEW_LANG" } + if ($NEW_FRAMEWORK) { Write-Host " - Added framework: $NEW_FRAMEWORK" } + if ($NEW_DB -and $NEW_DB -ne 'N/A') { Write-Host " - Added database: $NEW_DB" } + Write-Host '' + Write-Info 'Usage: ./update-agent-context.ps1 [-AgentType claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|q|bob|qoder]' +} + +function Main { + Validate-Environment + Write-Info "=== Updating agent context files for feature $CURRENT_BRANCH ===" + if (-not (Parse-PlanData -PlanFile $NEW_PLAN)) { Write-Err 'Failed to parse plan data'; exit 1 } + $success = $true + if ($AgentType) { + Write-Info "Updating specific agent: $AgentType" + if (-not (Update-SpecificAgent -Type $AgentType)) { $success = $false } + } + else { + Write-Info 'No agent specified, updating all existing agent files...' + if (-not (Update-AllExistingAgents)) { $success = $false } + } + Print-Summary + if ($success) { Write-Success 'Agent context update completed successfully'; exit 0 } else { Write-Err 'Agent context update completed with errors'; exit 1 } +} + +Main + diff --git a/.specify/templates/agent-file-template.md b/.specify/templates/agent-file-template.md new file mode 100644 index 0000000..4cc7fd6 --- /dev/null +++ b/.specify/templates/agent-file-template.md @@ -0,0 +1,28 @@ +# [PROJECT NAME] Development Guidelines + +Auto-generated from all feature plans. Last updated: [DATE] + +## Active Technologies + +[EXTRACTED FROM ALL PLAN.MD FILES] + +## Project Structure + +```text +[ACTUAL STRUCTURE FROM PLANS] +``` + +## Commands + +[ONLY COMMANDS FOR ACTIVE TECHNOLOGIES] + +## Code Style + +[LANGUAGE-SPECIFIC, ONLY FOR LANGUAGES IN USE] + +## Recent Changes + +[LAST 3 FEATURES AND WHAT THEY ADDED] + + + diff --git a/.specify/templates/checklist-template.md b/.specify/templates/checklist-template.md new file mode 100644 index 0000000..0caeacf --- /dev/null +++ b/.specify/templates/checklist-template.md @@ -0,0 +1,40 @@ +# [CHECKLIST TYPE] Checklist: [FEATURE NAME] + +**Purpose**: [Brief description of what this checklist covers] +**Created**: [DATE] +**Feature**: [Link to spec.md or relevant documentation] + +**Note**: This checklist is generated by the `/speckit.checklist` command based on feature context and requirements. + + + +## [Category 1] + +- [ ] CHK001 First checklist item with clear action +- [ ] CHK002 Second checklist item +- [ ] CHK003 Third checklist item + +## [Category 2] + +- [ ] CHK004 Another category item +- [ ] CHK005 Item with specific criteria +- [ ] CHK006 Final item in this category + +## Notes + +- Check items off as completed: `[x]` +- Add comments or findings inline +- Link to relevant resources or documentation +- Items are numbered sequentially for easy reference diff --git a/.specify/templates/plan-template.md b/.specify/templates/plan-template.md new file mode 100644 index 0000000..fa2fff7 --- /dev/null +++ b/.specify/templates/plan-template.md @@ -0,0 +1,142 @@ +# Implementation Plan: [FEATURE] + +**Branch**: `[###-feature-name]` | **Date**: [DATE] | **Spec**: [link] +**Input**: Feature specification from `/specs/[###-feature-name]/spec.md` + +**Note**: This template is filled in by the `/speckit.plan` command. See `.specify/templates/commands/plan.md` for the execution workflow. + +## Summary + +[Extract from feature spec: primary requirement + technical approach from research] + +## Technical Context + + + +**Language/Version**: [e.g., Python 3.11, Swift 5.9, Rust 1.75 or NEEDS CLARIFICATION] +**Primary Dependencies**: [e.g., FastAPI, UIKit, LLVM or NEEDS CLARIFICATION] +**Storage**: [if applicable, e.g., PostgreSQL, CoreData, files or N/A] +**Testing**: [e.g., pytest, XCTest, cargo test or NEEDS CLARIFICATION] +**Target Platform**: [e.g., Linux server, iOS 15+, WASM or NEEDS CLARIFICATION] +**Project Type**: [single/web/mobile - determines source structure] +**Performance Goals**: [domain-specific, e.g., 1000 req/s, 10k lines/sec, 60 fps or NEEDS CLARIFICATION] +**Constraints**: [domain-specific, e.g., <200ms p95, <100MB memory, offline-capable or NEEDS CLARIFICATION] +**Scale/Scope**: [domain-specific, e.g., 10k users, 1M LOC, 50 screens or NEEDS CLARIFICATION] + +## Constitution Check + +*GATE: Must pass before Phase 0 research. Re-check after Phase 1 design.* + +The following principles from `.specify/memory/constitution.md` MUST be verified: + +### I. Test-Driven Development (NON-NEGOTIABLE) +- [ ] Tests planned before implementation +- [ ] Red-Green-Refactor cycle documented in tasks +- [ ] Test coverage targets defined (>80% general, 100% critical paths) + +### II. API-First Design +- [ ] API contracts documented with Pydantic schemas +- [ ] Request/response formats specified +- [ ] Error handling and status codes defined +- [ ] Authentication/authorization requirements documented + +### III. Asynchronous Architecture +- [ ] I/O-bound operations use async patterns +- [ ] Background tasks delegated to Celery (if applicable) +- [ ] Database operations use async drivers +- [ ] Caching strategy defined (if applicable) + +### IV. Observability and Monitoring +- [ ] Logging strategy defined with structured logs +- [ ] Tracing instrumentation planned (OpenTelemetry) +- [ ] Metrics collection specified +- [ ] Error tracking approach documented + +### V. Type Safety and Validation +- [ ] Pydantic models defined for all data structures +- [ ] Type hints planned for all functions +- [ ] Input validation at API boundaries +- [ ] Runtime validation strategy specified + +### VI. Security by Default +- [ ] No credentials in code (environment variables only) +- [ ] Input validation and sanitization planned +- [ ] Authentication/authorization requirements clear +- [ ] SQL injection prevention via parameterized queries +- [ ] Security audit plan included + +**PASS CRITERIA**: All checkboxes must be checked or explicitly waived with justification in Complexity Tracking section. + +## Project Structure + +### Documentation (this feature) + +```text +specs/[###-feature]/ +├── plan.md # This file (/speckit.plan command output) +├── research.md # Phase 0 output (/speckit.plan command) +├── data-model.md # Phase 1 output (/speckit.plan command) +├── quickstart.md # Phase 1 output (/speckit.plan command) +├── contracts/ # Phase 1 output (/speckit.plan command) +└── tasks.md # Phase 2 output (/speckit.tasks command - NOT created by /speckit.plan) +``` + +### Source Code (repository root) + + +```text +# [REMOVE IF UNUSED] Option 1: Single project (DEFAULT) +src/ +├── models/ +├── services/ +├── cli/ +└── lib/ + +tests/ +├── contract/ +├── integration/ +└── unit/ + +# [REMOVE IF UNUSED] Option 2: Web application (when "frontend" + "backend" detected) +backend/ +├── src/ +│ ├── models/ +│ ├── services/ +│ └── api/ +└── tests/ + +frontend/ +├── src/ +│ ├── components/ +│ ├── pages/ +│ └── services/ +└── tests/ + +# [REMOVE IF UNUSED] Option 3: Mobile + API (when "iOS/Android" detected) +api/ +└── [same as backend above] + +ios/ or android/ +└── [platform-specific structure: feature modules, UI flows, platform tests] +``` + +**Structure Decision**: [Document the selected structure and reference the real +directories captured above] + +## Complexity Tracking + +> **Fill ONLY if Constitution Check has violations that must be justified** + +| Violation | Why Needed | Simpler Alternative Rejected Because | +|-----------|------------|-------------------------------------| +| [e.g., 4th project] | [current need] | [why 3 projects insufficient] | +| [e.g., Repository pattern] | [specific problem] | [why direct DB access insufficient] | diff --git a/.specify/templates/spec-template.md b/.specify/templates/spec-template.md new file mode 100644 index 0000000..fffcb4c --- /dev/null +++ b/.specify/templates/spec-template.md @@ -0,0 +1,141 @@ +# Feature Specification: [FEATURE NAME] + +**Feature Branch**: `[###-feature-name]` +**Created**: [DATE] +**Status**: Draft +**Input**: User description: "$ARGUMENTS" + +## User Scenarios & Testing *(mandatory)* + + + +### User Story 1 - [Brief Title] (Priority: P1) + +[Describe this user journey in plain language] + +**Why this priority**: [Explain the value and why it has this priority level] + +**Independent Test**: [Describe how this can be tested independently - e.g., "Can be fully tested by [specific action] and delivers [specific value]"] + +**Acceptance Scenarios**: + +1. **Given** [initial state], **When** [action], **Then** [expected outcome] +2. **Given** [initial state], **When** [action], **Then** [expected outcome] + +--- + +### User Story 2 - [Brief Title] (Priority: P2) + +[Describe this user journey in plain language] + +**Why this priority**: [Explain the value and why it has this priority level] + +**Independent Test**: [Describe how this can be tested independently] + +**Acceptance Scenarios**: + +1. **Given** [initial state], **When** [action], **Then** [expected outcome] + +--- + +### User Story 3 - [Brief Title] (Priority: P3) + +[Describe this user journey in plain language] + +**Why this priority**: [Explain the value and why it has this priority level] + +**Independent Test**: [Describe how this can be tested independently] + +**Acceptance Scenarios**: + +1. **Given** [initial state], **When** [action], **Then** [expected outcome] + +--- + +[Add more user stories as needed, each with an assigned priority] + +### Edge Cases + + + +- What happens when [boundary condition]? +- How does system handle [error scenario]? + +## Requirements *(mandatory)* + + + +### Functional Requirements + +- **FR-001**: System MUST [specific capability, e.g., "allow users to create accounts"] +- **FR-002**: System MUST [specific capability, e.g., "validate email addresses"] +- **FR-003**: Users MUST be able to [key interaction, e.g., "reset their password"] +- **FR-004**: System MUST [data requirement, e.g., "persist user preferences"] +- **FR-005**: System MUST [behavior, e.g., "log all security events"] + +*Example of marking unclear requirements:* + +- **FR-006**: System MUST authenticate users via [NEEDS CLARIFICATION: auth method not specified - email/password, SSO, OAuth?] +- **FR-007**: System MUST retain user data for [NEEDS CLARIFICATION: retention period not specified] + +### Non-Functional Requirements (Per Constitution) + +These requirements are mandated by `.specify/memory/constitution.md` and MUST be included: + +#### Security (Principle VI) +- **NFR-SEC-001**: All API endpoints MUST validate and sanitize inputs +- **NFR-SEC-002**: Authentication/authorization MUST be implemented for protected resources +- **NFR-SEC-003**: No credentials MUST be stored in code (environment variables only) +- **NFR-SEC-004**: SQL queries MUST use parameterized statements to prevent injection + +#### Observability (Principle IV) +- **NFR-OBS-001**: All operations MUST emit structured logs with context +- **NFR-OBS-002**: Critical paths MUST be instrumented with tracing spans +- **NFR-OBS-003**: Key metrics MUST be collected (latency, error rate, throughput) +- **NFR-OBS-004**: Errors MUST be tracked with full context for debugging + +#### Type Safety (Principle V) +- **NFR-TYPE-001**: All data structures MUST use Pydantic models +- **NFR-TYPE-002**: All functions MUST have type annotations +- **NFR-TYPE-003**: API boundaries MUST perform runtime validation + +#### Testing (Principle I - NON-NEGOTIABLE) +- **NFR-TEST-001**: Test coverage MUST exceed 80% (100% for critical paths) +- **NFR-TEST-002**: Tests MUST be written before implementation (TDD) +- **NFR-TEST-003**: All tests MUST be independent and order-agnostic + +### Key Entities *(include if feature involves data)* + +- **[Entity 1]**: [What it represents, key attributes without implementation] +- **[Entity 2]**: [What it represents, relationships to other entities] + +## Success Criteria *(mandatory)* + + + +### Measurable Outcomes + +- **SC-001**: [Measurable metric, e.g., "Users can complete account creation in under 2 minutes"] +- **SC-002**: [Measurable metric, e.g., "System handles 1000 concurrent users without degradation"] +- **SC-003**: [User satisfaction metric, e.g., "90% of users successfully complete primary task on first attempt"] +- **SC-004**: [Business metric, e.g., "Reduce support tickets related to [X] by 50%"] diff --git a/.specify/templates/tasks-template.md b/.specify/templates/tasks-template.md new file mode 100644 index 0000000..77c77c8 --- /dev/null +++ b/.specify/templates/tasks-template.md @@ -0,0 +1,336 @@ +--- + +description: "Task list template for feature implementation" +--- + +# Tasks: [FEATURE NAME] + +**Input**: Design documents from `/specs/[###-feature-name]/` +**Prerequisites**: plan.md (required), spec.md (required for user stories), research.md, data-model.md, contracts/ + +**Tests**: The examples below include test tasks. Tests are OPTIONAL - only include them if explicitly requested in the feature specification. + +**Organization**: Tasks are grouped by user story to enable independent implementation and testing of each story. + +## Format: `[ID] [P?] [Story] Description` + +- **[P]**: Can run in parallel (different files, no dependencies) +- **[Story]**: Which user story this task belongs to (e.g., US1, US2, US3) +- Include exact file paths in descriptions + +## Path Conventions + +- **Single project**: `src/`, `tests/` at repository root +- **Web app**: `backend/src/`, `frontend/src/` +- **Mobile**: `api/src/`, `ios/src/` or `android/src/` +- Paths shown below assume single project - adjust based on plan.md structure + + + +## Phase 1: Setup (Shared Infrastructure) + +**Purpose**: Project initialization and basic structure + +- [ ] T001 Create project structure per implementation plan +- [ ] T002 Initialize [language] project with [framework] dependencies +- [ ] T003 [P] Configure linting and formatting tools (Black, Ruff, isort per Constitution) +- [ ] T004 [P] Setup pre-commit hooks for code quality gates (Constitution: Quality Assurance) +- [ ] T005 [P] Configure security scanning (Bandit per Constitution Principle VI) + +--- + +## Phase 2: Foundational (Blocking Prerequisites) + +**Purpose**: Core infrastructure that MUST be complete before ANY user story can be implemented + +**⚠️ CRITICAL**: No user story work can begin until this phase is complete + +### Constitution-Mandated Infrastructure + +Per `.specify/memory/constitution.md`, the following MUST be established: + +#### Type Safety & Validation (Principle V) +- [ ] T006 [P] Define base Pydantic models for common types +- [ ] T007 [P] Setup input validation middleware for API boundaries +- [ ] T008 [P] Configure type checking tools (if using mypy) + +#### Observability (Principle IV) +- [ ] T009 [P] Configure structured logging (logfire/loguru) +- [ ] T010 [P] Setup OpenTelemetry instrumentation +- [ ] T011 [P] Configure Prometheus metrics collection +- [ ] T012 [P] Implement error tracking with context + +#### Security (Principle VI) +- [ ] T013 [P] Setup environment variable configuration +- [ ] T014 [P] Implement authentication/authorization framework +- [ ] T015 [P] Configure input sanitization middleware +- [ ] T016 [P] Setup database with parameterized query support + +#### Async Architecture (Principle III) +- [ ] T017 Setup async database connection pool +- [ ] T018 [P] Configure Redis for caching +- [ ] T019 [P] Setup Celery for background tasks +- [ ] T020 [P] Configure async HTTP client + +#### API-First Design (Principle II) +- [ ] T021 Setup API routing structure with FastAPI +- [ ] T022 [P] Define base response schemas +- [ ] T023 [P] Configure error response standards +- [ ] T024 [P] Setup API documentation (OpenAPI/Swagger) + +#### Testing Infrastructure (Principle I - NON-NEGOTIABLE) +- [ ] T025 Configure pytest with async support +- [ ] T026 [P] Setup test database fixtures +- [ ] T027 [P] Configure code coverage reporting (>80% target) +- [ ] T028 [P] Create test utilities and factories + +**Checkpoint**: Foundation ready - user story implementation can now begin in parallel + +--- + +## Phase 3: User Story 1 - [Title] (Priority: P1) 🎯 MVP + +**Goal**: [Brief description of what this story delivers] + +**Independent Test**: [How to verify this story works on its own] + +### Tests for User Story 1 (Constitution Principle I - NON-NEGOTIABLE) ⚠️ + +> **CONSTITUTION REQUIREMENT**: Tests MUST be written FIRST, MUST FAIL before implementation (TDD) + +- [ ] T029 [P] [US1] Contract test for [endpoint] in tests/contract/test_[name].py +- [ ] T030 [P] [US1] Integration test for [user journey] in tests/integration/test_[name].py +- [ ] T031 [P] [US1] Unit tests for [Service] in tests/unit/test_[service].py +- [ ] T032 **VERIFY ALL TESTS FAIL** before proceeding to implementation + +### Implementation for User Story 1 + +#### Models (Constitution Principle V: Type Safety) +- [ ] T033 [P] [US1] Create [Entity1] Pydantic model in src/models/[entity1].py with full type hints +- [ ] T034 [P] [US1] Create [Entity2] Pydantic model in src/models/[entity2].py with full type hints + +#### Services (Constitution Principle III: Async Architecture) +- [ ] T035 [US1] Implement async [Service] in src/services/[service].py (depends on T033, T034) +- [ ] T036 [US1] Add async database operations using repository pattern + +#### API Layer (Constitution Principle II: API-First) +- [ ] T037 [US1] Implement [endpoint] with request/response schemas in src/[location]/[file].py +- [ ] T038 [US1] Add input validation and sanitization (Principle VI: Security) +- [ ] T039 [US1] Implement error handling with appropriate status codes + +#### Cross-Cutting Concerns (Constitution Principles IV & VI) +- [ ] T040 [US1] Add structured logging with context (Principle IV: Observability) +- [ ] T041 [US1] Add OpenTelemetry tracing spans (Principle IV: Observability) +- [ ] T042 [US1] Add authentication/authorization checks (Principle VI: Security) +- [ ] T043 [US1] Add metrics collection for key operations (Principle IV: Observability) + +#### Validation (Constitution Principle I: TDD) +- [ ] T044 **RUN ALL TESTS** - verify they now pass +- [ ] T045 **CHECK COVERAGE** - must be >80% (100% for critical paths) + +**Checkpoint**: At this point, User Story 1 should be fully functional and testable independently + +--- + +## Phase 4: User Story 2 - [Title] (Priority: P2) + +**Goal**: [Brief description of what this story delivers] + +**Independent Test**: [How to verify this story works on its own] + +### Tests for User Story 2 (Constitution Principle I - NON-NEGOTIABLE) ⚠️ + +> **CONSTITUTION REQUIREMENT**: Tests MUST be written FIRST, MUST FAIL before implementation (TDD) + +- [ ] T046 [P] [US2] Contract test for [endpoint] in tests/contract/test_[name].py +- [ ] T047 [P] [US2] Integration test for [user journey] in tests/integration/test_[name].py +- [ ] T048 [P] [US2] Unit tests for [Service] in tests/unit/test_[service].py +- [ ] T049 **VERIFY ALL TESTS FAIL** before proceeding to implementation + +### Implementation for User Story 2 + +Follow same constitution-mandated structure as User Story 1: +- [ ] T050 [P] [US2] Create Pydantic models with type hints (Principle V) +- [ ] T051 [US2] Implement async service layer (Principle III) +- [ ] T052 [US2] Implement API endpoints with schemas (Principle II) +- [ ] T053 [US2] Add validation, error handling, security (Principle VI) +- [ ] T054 [US2] Add logging, tracing, metrics (Principle IV) +- [ ] T055 [US2] Integrate with User Story 1 components (if needed) +- [ ] T056 **RUN ALL TESTS & CHECK COVERAGE** (Principle I) + +**Checkpoint**: At this point, User Stories 1 AND 2 should both work independently + +--- + +## Phase 5: User Story 3 - [Title] (Priority: P3) + +**Goal**: [Brief description of what this story delivers] + +**Independent Test**: [How to verify this story works on its own] + +### Tests for User Story 3 (Constitution Principle I - NON-NEGOTIABLE) ⚠️ + +> **CONSTITUTION REQUIREMENT**: Tests MUST be written FIRST, MUST FAIL before implementation (TDD) + +- [ ] T057 [P] [US3] Contract test for [endpoint] in tests/contract/test_[name].py +- [ ] T058 [P] [US3] Integration test for [user journey] in tests/integration/test_[name].py +- [ ] T059 [P] [US3] Unit tests for [Service] in tests/unit/test_[service].py +- [ ] T060 **VERIFY ALL TESTS FAIL** before proceeding to implementation + +### Implementation for User Story 3 + +Follow same constitution-mandated structure as User Stories 1 & 2: +- [ ] T061 [P] [US3] Create Pydantic models with type hints (Principle V) +- [ ] T062 [US3] Implement async service layer (Principle III) +- [ ] T063 [US3] Implement API endpoints with schemas (Principle II) +- [ ] T064 [US3] Add validation, error handling, security (Principle VI) +- [ ] T065 [US3] Add logging, tracing, metrics (Principle IV) +- [ ] T066 **RUN ALL TESTS & CHECK COVERAGE** (Principle I) + +**Checkpoint**: All user stories should now be independently functional + +--- + +[Add more user story phases as needed, following the same pattern] + +--- + +## Phase N: Polish & Cross-Cutting Concerns + +**Purpose**: Final validation and improvements that affect multiple user stories + +### Constitution Compliance Verification + +- [ ] T067 [P] Run full test suite and verify >80% coverage (Principle I) +- [ ] T068 [P] Run security scan (Bandit) and resolve findings (Principle VI) +- [ ] T069 [P] Verify all code has type hints (Principle V) +- [ ] T070 [P] Verify all API endpoints have schemas (Principle II) +- [ ] T071 [P] Verify all operations have logging/tracing (Principle IV) +- [ ] T072 [P] Verify all async operations use proper patterns (Principle III) + +### Quality Assurance (Per Constitution) + +- [ ] T073 [P] Run Black, isort, Ruff formatting/linting +- [ ] T074 [P] Verify pre-commit hooks are working +- [ ] T075 Code review checklist validation +- [ ] T076 Performance benchmarking for critical paths +- [ ] T077 Load testing for async endpoints + +### Documentation & Deployment + +- [ ] T078 [P] API documentation (OpenAPI/Swagger) complete +- [ ] T079 [P] Update README with setup and usage +- [ ] T080 [P] Document environment variables and configuration +- [ ] T081 Run quickstart.md validation +- [ ] T082 Database migration testing and rollback procedures +- [ ] T083 Deployment checklist completion + +--- + +## Dependencies & Execution Order + +### Phase Dependencies + +- **Setup (Phase 1)**: No dependencies - can start immediately +- **Foundational (Phase 2)**: Depends on Setup completion - BLOCKS all user stories +- **User Stories (Phase 3+)**: All depend on Foundational phase completion + - User stories can then proceed in parallel (if staffed) + - Or sequentially in priority order (P1 → P2 → P3) +- **Polish (Final Phase)**: Depends on all desired user stories being complete + +### User Story Dependencies + +- **User Story 1 (P1)**: Can start after Foundational (Phase 2) - No dependencies on other stories +- **User Story 2 (P2)**: Can start after Foundational (Phase 2) - May integrate with US1 but should be independently testable +- **User Story 3 (P3)**: Can start after Foundational (Phase 2) - May integrate with US1/US2 but should be independently testable + +### Within Each User Story + +- Tests (if included) MUST be written and FAIL before implementation +- Models before services +- Services before endpoints +- Core implementation before integration +- Story complete before moving to next priority + +### Parallel Opportunities + +- All Setup tasks marked [P] can run in parallel +- All Foundational tasks marked [P] can run in parallel (within Phase 2) +- Once Foundational phase completes, all user stories can start in parallel (if team capacity allows) +- All tests for a user story marked [P] can run in parallel +- Models within a story marked [P] can run in parallel +- Different user stories can be worked on in parallel by different team members + +--- + +## Parallel Example: User Story 1 + +```bash +# Launch all tests for User Story 1 together (if tests requested): +Task: "Contract test for [endpoint] in tests/contract/test_[name].py" +Task: "Integration test for [user journey] in tests/integration/test_[name].py" + +# Launch all models for User Story 1 together: +Task: "Create [Entity1] model in src/models/[entity1].py" +Task: "Create [Entity2] model in src/models/[entity2].py" +``` + +--- + +## Implementation Strategy + +### MVP First (User Story 1 Only) + +1. Complete Phase 1: Setup +2. Complete Phase 2: Foundational (CRITICAL - blocks all stories) +3. Complete Phase 3: User Story 1 +4. **STOP and VALIDATE**: Test User Story 1 independently +5. Deploy/demo if ready + +### Incremental Delivery + +1. Complete Setup + Foundational → Foundation ready +2. Add User Story 1 → Test independently → Deploy/Demo (MVP!) +3. Add User Story 2 → Test independently → Deploy/Demo +4. Add User Story 3 → Test independently → Deploy/Demo +5. Each story adds value without breaking previous stories + +### Parallel Team Strategy + +With multiple developers: + +1. Team completes Setup + Foundational together +2. Once Foundational is done: + - Developer A: User Story 1 + - Developer B: User Story 2 + - Developer C: User Story 3 +3. Stories complete and integrate independently + +--- + +## Notes + +- [P] tasks = different files, no dependencies +- [Story] label maps task to specific user story for traceability +- Each user story should be independently completable and testable +- Verify tests fail before implementing +- Commit after each task or logical group +- Stop at any checkpoint to validate story independently +- Avoid: vague tasks, same file conflicts, cross-story dependencies that break independence From 5adea834b7cc8821e0b32f010b042d35c57a696c Mon Sep 17 00:00:00 2001 From: Francis Secada Date: Mon, 2 Feb 2026 15:19:23 -0500 Subject: [PATCH 09/20] chore: modernize dependency management and update versions MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Remove legacy requirements.txt files (core_requirements.txt, dev_requirements.txt) - Migrate to uv-native dependency management with pyproject.toml - Update git dependencies to use version tags instead of commit hashes: - sqlmodel-crud-utilities: v0.0.1a1 - fastapi-debug-toolbar: patch-2 - Remove pinned versions in pyproject.toml (versions managed via uv.lock) - Regenerate uv.lock with updated dependency resolution - Remove .python-version file - Fix docstring in tools.py (Gemini → OpenAI) This aligns with Constitution Principle on dependency management best practices. Co-Authored-By: Claude Sonnet 4.5 --- .python-version | 1 - core_requirements.txt | 467 ----- dev_requirements.txt | 419 ---- pyproject.toml | 308 +-- src/backend/core/tools.py | 2 +- uv.lock | 4127 ++++++++++++++++++++++++------------- 6 files changed, 2767 insertions(+), 2557 deletions(-) delete mode 100644 .python-version delete mode 100644 core_requirements.txt delete mode 100644 dev_requirements.txt diff --git a/.python-version b/.python-version deleted file mode 100644 index c10780c..0000000 --- a/.python-version +++ /dev/null @@ -1 +0,0 @@ -3.13.1 diff --git a/core_requirements.txt b/core_requirements.txt deleted file mode 100644 index f8669b2..0000000 --- a/core_requirements.txt +++ /dev/null @@ -1,467 +0,0 @@ -# This file was autogenerated by uv via the following command: -# uv pip compile --strip-extras core_requirements.in -o core_requirements.txt -aiofiles==24.1.0 - # via -r core_requirements.in -aiomysql==0.2.0 - # via -r core_requirements.in -amqp==5.3.1 - # via kombu -annotated-types==0.7.0 - # via - # pydantic - # sqlmodel-crud-utilities -anthropic==0.45.0 - # via pydantic-ai-slim -anyio==4.8.0 - # via - # anthropic - # groq - # httpx - # openai - # starlette -appdirs==1.4.4 - # via pyppeteer -asgiref==3.8.1 - # via opentelemetry-instrumentation-asgi -asttokens==2.4.1 - # via devtools -asyncpg==0.30.0 - # via pydantic-ai-examples -beautifulsoup4==4.12.3 - # via httpx-html -billiard==4.2.1 - # via celery -cachetools==5.5.1 - # via google-auth -celery==5.4.0 - # via - # -r core_requirements.in - # flower -certifi==2024.12.14 - # via - # httpcore - # httpx - # pyppeteer - # requests -charset-normalizer==3.4.1 - # via requests -click==8.1.8 - # via - # celery - # click-didyoumean - # click-plugins - # click-repl - # uvicorn -click-didyoumean==0.3.1 - # via celery -click-plugins==1.1.1 - # via celery -click-repl==0.3.0 - # via celery -colorama==0.4.6 - # via - # click - # griffe - # loguru - # sqlmodel-crud-utilities - # tqdm -cssselect==1.2.0 - # via pyquery -deprecated==1.2.15 - # via - # opentelemetry-api - # opentelemetry-exporter-otlp-proto-http - # opentelemetry-semantic-conventions -devtools==0.12.2 - # via pydantic-ai-examples -distro==1.9.0 - # via - # anthropic - # groq - # openai -eval-type-backport==0.2.2 - # via - # mistralai - # pydantic-ai-slim -executing==2.2.0 - # via - # devtools - # logfire -fake-useragent==2.0.3 - # via httpx-html -fastapi==0.115.7 - # via - # -r core_requirements.in - # fastapi-restful - # fastcrud - # pydantic-ai-examples -fastapi-restful==0.6.0 - # via -r core_requirements.in -fastcrud==0.15.5 - # via -r core_requirements.in -flower==2.0.1 - # via -r core_requirements.in -google-auth==2.38.0 - # via pydantic-ai-slim -googleapis-common-protos==1.66.0 - # via opentelemetry-exporter-otlp-proto-http -greenlet==3.1.1 - # via - # -r core_requirements.in - # sqlalchemy - # sqlmodel-crud-utilities -griffe==1.5.5 - # via pydantic-ai-slim -groq==0.15.0 - # via pydantic-ai-slim -h11==0.14.0 - # via - # httpcore - # hypercorn - # uvicorn - # wsproto -h2==4.1.0 - # via hypercorn -hpack==4.1.0 - # via h2 -html5lib==1.1 - # via -r core_requirements.in -httpcore==1.0.7 - # via httpx -httpx==0.28.1 - # via - # -r core_requirements.in - # anthropic - # groq - # httpx-html - # mistralai - # openai - # pydantic-ai-slim -httpx-html==0.11.0.dev0 - # via -r core_requirements.in -humanize==4.11.0 - # via flower -hypercorn==0.17.3 - # via -r core_requirements.in -hyperframe==6.1.0 - # via h2 -idna==3.10 - # via - # anyio - # httpx - # requests -importlib-metadata==8.5.0 - # via - # opentelemetry-api - # pyppeteer -itsdangerous==2.2.0 - # via -r core_requirements.in -jinja2==3.1.5 - # via jinjax -jinjax==0.48 - # via -r core_requirements.in -jiter==0.8.2 - # via - # anthropic - # openai -jsonpath-python==1.0.6 - # via mistralai -kombu==5.4.2 - # via celery -logfire==3.2.0 - # via pydantic-ai-examples -logfire-api==3.2.0 - # via pydantic-ai-slim -loguru==0.7.3 - # via - # -r core_requirements.in - # sqlmodel-crud-utilities -lxml==5.3.0 - # via - # -r core_requirements.in - # lxml-html-clean - # pyquery -lxml-html-clean==0.4.1 - # via lxml -markdown-it-py==3.0.0 - # via rich -markupsafe==3.0.2 - # via - # jinja2 - # jinjax -mdurl==0.1.2 - # via markdown-it-py -mistralai==1.4.0 - # via pydantic-ai-slim -mypy-extensions==1.0.0 - # via typing-inspect -openai==1.60.0 - # via - # -r core_requirements.in - # pydantic-ai-slim -opentelemetry-api==1.29.0 - # via - # opentelemetry-exporter-otlp-proto-http - # opentelemetry-instrumentation - # opentelemetry-instrumentation-asgi - # opentelemetry-instrumentation-asyncpg - # opentelemetry-instrumentation-dbapi - # opentelemetry-instrumentation-fastapi - # opentelemetry-instrumentation-sqlite3 - # opentelemetry-sdk - # opentelemetry-semantic-conventions -opentelemetry-exporter-otlp-proto-common==1.29.0 - # via opentelemetry-exporter-otlp-proto-http -opentelemetry-exporter-otlp-proto-http==1.29.0 - # via logfire -opentelemetry-instrumentation==0.50b0 - # via - # logfire - # opentelemetry-instrumentation-asgi - # opentelemetry-instrumentation-asyncpg - # opentelemetry-instrumentation-dbapi - # opentelemetry-instrumentation-fastapi - # opentelemetry-instrumentation-sqlite3 -opentelemetry-instrumentation-asgi==0.50b0 - # via opentelemetry-instrumentation-fastapi -opentelemetry-instrumentation-asyncpg==0.50b0 - # via logfire -opentelemetry-instrumentation-dbapi==0.50b0 - # via opentelemetry-instrumentation-sqlite3 -opentelemetry-instrumentation-fastapi==0.50b0 - # via logfire -opentelemetry-instrumentation-sqlite3==0.50b0 - # via logfire -opentelemetry-proto==1.29.0 - # via - # opentelemetry-exporter-otlp-proto-common - # opentelemetry-exporter-otlp-proto-http -opentelemetry-sdk==1.29.0 - # via - # logfire - # opentelemetry-exporter-otlp-proto-http -opentelemetry-semantic-conventions==0.50b0 - # via - # opentelemetry-instrumentation - # opentelemetry-instrumentation-asgi - # opentelemetry-instrumentation-asyncpg - # opentelemetry-instrumentation-dbapi - # opentelemetry-instrumentation-fastapi - # opentelemetry-sdk -opentelemetry-util-http==0.50b0 - # via - # opentelemetry-instrumentation-asgi - # opentelemetry-instrumentation-fastapi -packaging==24.2 - # via opentelemetry-instrumentation -parse==1.20.2 - # via httpx-html -praw==7.8.1 - # via -r core_requirements.in -prawcore==2.4.0 - # via praw -priority==2.0.0 - # via hypercorn -prometheus-client==0.21.1 - # via flower -prompt-toolkit==3.0.50 - # via click-repl -protobuf==5.29.3 - # via - # googleapis-common-protos - # logfire - # opentelemetry-proto -psutil==5.9.8 - # via fastapi-restful -psycopg==3.2.4 - # via -r core_requirements.in -pyasn1==0.6.1 - # via - # pyasn1-modules - # rsa -pyasn1-modules==0.4.1 - # via google-auth -pydantic==2.10.5 - # via - # anthropic - # fastapi - # fastapi-restful - # fastcrud - # groq - # mistralai - # openai - # pydantic-ai-slim - # pydantic-settings - # sqlmodel - # sqlmodel-crud-utilities -pydantic-ai==0.0.18 - # via -r core_requirements.in -pydantic-ai-examples==0.0.18 - # via pydantic-ai -pydantic-ai-slim==0.0.18 - # via - # pydantic-ai - # pydantic-ai-examples -pydantic-core==2.27.2 - # via - # pydantic - # sqlmodel-crud-utilities -pydantic-settings==2.7.1 - # via -r core_requirements.in -pyee==11.1.1 - # via pyppeteer -pygments==2.19.1 - # via - # devtools - # rich -pymysql==1.1.1 - # via aiomysql -pyppeteer==2.0.0 - # via httpx-html -pyquery==2.0.1 - # via httpx-html -python-dateutil==2.9.0.post0 - # via - # -r core_requirements.in - # celery - # mistralai - # sqlmodel-crud-utilities -python-decouple==3.8 - # via -r core_requirements.in -python-dotenv==1.0.1 - # via - # pydantic-settings - # sqlmodel-crud-utilities -python-multipart==0.0.20 - # via pydantic-ai-examples -python-slugify==8.0.4 - # via -r core_requirements.in -pytz==2024.2 - # via - # -r core_requirements.in - # flower -redis==5.2.1 - # via -r core_requirements.in -requests==2.32.3 - # via - # opentelemetry-exporter-otlp-proto-http - # prawcore - # pydantic-ai-slim - # update-checker -rich==13.9.4 - # via - # logfire - # pydantic-ai-examples -rsa==4.9 - # via google-auth -simplejson==3.19.3 - # via -r core_requirements.in -six==1.17.0 - # via - # asttokens - # html5lib - # python-dateutil - # sqlalchemy-mixins - # sqlmodel-crud-utilities -sniffio==1.3.1 - # via - # anthropic - # anyio - # groq - # openai -socksio==1.0.0 - # via httpx -soupsieve==2.6 - # via beautifulsoup4 -sqlalchemy==2.0.37 - # via - # fastcrud - # sqlalchemy-mixins - # sqlalchemy-utils - # sqlmodel - # sqlmodel-crud-utilities -sqlalchemy-mixins==2.0.5 - # via -r core_requirements.in -sqlalchemy-utils==0.41.2 - # via fastcrud -sqlmodel==0.0.22 - # via - # -r core_requirements.in - # sqlmodel-crud-utilities -sqlmodel-crud-utilities @ git+https://github.com/fsecada01/SQLModel-CRUD-Utilities@83e964f6e7b633e339e45ddcaaa49cd8617fa105 - # via -r core_requirements.in -starlette==0.45.2 - # via fastapi -text-unidecode==1.3 - # via python-slugify -tornado==6.4.2 - # via flower -tqdm==4.67.1 - # via - # openai - # pyppeteer -typing-extensions==4.12.2 - # via - # anthropic - # fastapi - # groq - # logfire - # openai - # opentelemetry-sdk - # pydantic - # pydantic-core - # pyee - # sqlalchemy - # sqlmodel-crud-utilities - # typing-inspect -typing-inspect==0.9.0 - # via - # -r core_requirements.in - # mistralai -tzdata==2025.1 - # via - # celery - # kombu - # psycopg -update-checker==0.18.0 - # via praw -urllib3==1.26.20 - # via - # pyppeteer - # requests -uvicorn==0.34.0 - # via - # -r core_requirements.in - # pydantic-ai-examples -vine==5.1.0 - # via - # amqp - # celery - # kombu -w3lib==2.2.1 - # via httpx-html -wcwidth==0.2.13 - # via prompt-toolkit -webencodings==0.5.1 - # via html5lib -websocket-client==1.8.0 - # via praw -websockets==10.4 - # via pyppeteer -win32-setctime==1.2.0 - # via - # loguru - # sqlmodel-crud-utilities -wrapt==1.17.2 - # via - # deprecated - # opentelemetry-instrumentation - # opentelemetry-instrumentation-dbapi -wsproto==1.2.0 - # via hypercorn -xmljson==0.2.1 - # via -r core_requirements.in -xmltodict==0.14.2 - # via -r core_requirements.in -zipp==3.21.0 - # via importlib-metadata diff --git a/dev_requirements.txt b/dev_requirements.txt deleted file mode 100644 index e96343f..0000000 --- a/dev_requirements.txt +++ /dev/null @@ -1,419 +0,0 @@ -# This file was autogenerated by uv via the following command: -# uv pip compile --strip-extras dev_requirements.in -o dev_requirements.txt -alembic==1.14.1 - # via -r dev_requirements.in -annotated-types==0.7.0 - # via - # -c core_requirements.txt - # pydantic -anyio==4.8.0 - # via - # -c core_requirements.txt - # fastapi-debug-toolbar - # httpx - # jupyter-server - # starlette -argon2-cffi==23.1.0 - # via jupyter-server -argon2-cffi-bindings==21.2.0 - # via argon2-cffi -arrow==1.3.0 - # via isoduration -asttokens==2.4.1 - # via - # -c core_requirements.txt - # stack-data -async-lru==2.0.4 - # via jupyterlab -attrs==24.3.0 - # via - # jsonschema - # referencing -babel==2.16.0 - # via jupyterlab-server -beautifulsoup4==4.12.3 - # via - # -c core_requirements.txt - # nbconvert -black==24.10.0 - # via -r dev_requirements.in -bleach==6.2.0 - # via nbconvert -certifi==2024.12.14 - # via - # -c core_requirements.txt - # httpcore - # httpx - # requests -cffi==1.17.1 - # via argon2-cffi-bindings -cfgv==3.4.0 - # via pre-commit -charset-normalizer==3.4.1 - # via - # -c core_requirements.txt - # requests -click==8.1.8 - # via - # -c core_requirements.txt - # black -colorama==0.4.6 - # via - # -c core_requirements.txt - # click - # ipython -comm==0.2.2 - # via ipykernel -debugpy==1.8.12 - # via ipykernel -decorator==5.1.1 - # via ipython -defusedxml==0.7.1 - # via nbconvert -distlib==0.3.9 - # via virtualenv -executing==2.2.0 - # via - # -c core_requirements.txt - # stack-data -fastapi==0.115.7 - # via - # -c core_requirements.txt - # fastapi-debug-toolbar -fastapi-debug-toolbar @ git+https://github.com/fsecada01/fastapi-debug-toolbar.git@2da9f1e724d1d7ca56990ba7a8e72598fa3e1cf4 - # via -r dev_requirements.in -fastjsonschema==2.21.1 - # via nbformat -filelock==3.17.0 - # via virtualenv -fqdn==1.5.1 - # via jsonschema -greenlet==3.1.1 - # via - # -c core_requirements.txt - # sqlalchemy -h11==0.14.0 - # via - # -c core_requirements.txt - # httpcore -httpcore==1.0.7 - # via - # -c core_requirements.txt - # httpx -httpx==0.28.1 - # via - # -c core_requirements.txt - # jupyterlab -identify==2.6.6 - # via pre-commit -idna==3.10 - # via - # -c core_requirements.txt - # anyio - # httpx - # jsonschema - # requests -ipykernel==6.29.5 - # via jupyterlab -ipython==8.31.0 - # via ipykernel -isoduration==20.11.0 - # via jsonschema -isort==5.13.2 - # via -r dev_requirements.in -jedi==0.19.2 - # via ipython -jinja2==3.1.5 - # via - # -c core_requirements.txt - # fastapi-debug-toolbar - # jupyter-server - # jupyterlab - # jupyterlab-server - # nbconvert -json5==0.10.0 - # via jupyterlab-server -jsonpointer==3.0.0 - # via jsonschema -jsonschema==4.23.0 - # via - # jupyter-events - # jupyterlab-server - # nbformat -jsonschema-specifications==2024.10.1 - # via jsonschema -jupyter-client==8.6.3 - # via - # ipykernel - # jupyter-server - # nbclient -jupyter-core==5.7.2 - # via - # ipykernel - # jupyter-client - # jupyter-server - # jupyterlab - # nbclient - # nbconvert - # nbformat -jupyter-events==0.11.0 - # via jupyter-server -jupyter-lsp==2.2.5 - # via jupyterlab -jupyter-server==2.15.0 - # via - # jupyter-lsp - # jupyterlab - # jupyterlab-code-formatter - # jupyterlab-server - # notebook-shim -jupyter-server-terminals==0.5.3 - # via jupyter-server -jupyterlab==4.3.4 - # via -r dev_requirements.in -jupyterlab-code-formatter==3.0.2 - # via -r dev_requirements.in -jupyterlab-pygments==0.3.0 - # via nbconvert -jupyterlab-server==2.27.3 - # via jupyterlab -mako==1.3.8 - # via alembic -markupsafe==3.0.2 - # via - # -c core_requirements.txt - # jinja2 - # mako - # nbconvert -matplotlib-inline==0.1.7 - # via - # ipykernel - # ipython -mistune==3.1.0 - # via nbconvert -mypy-extensions==1.0.0 - # via - # -c core_requirements.txt - # black -nbclient==0.10.2 - # via nbconvert -nbconvert==7.16.5 - # via jupyter-server -nbformat==5.10.4 - # via - # jupyter-server - # nbclient - # nbconvert -nest-asyncio==1.6.0 - # via ipykernel -nodeenv==1.9.1 - # via pre-commit -notebook-shim==0.2.4 - # via jupyterlab -overrides==7.7.0 - # via jupyter-server -packaging==24.2 - # via - # -c core_requirements.txt - # black - # ipykernel - # jupyter-server - # jupyterlab - # jupyterlab-code-formatter - # jupyterlab-server - # nbconvert -pandocfilters==1.5.1 - # via nbconvert -parso==0.8.4 - # via jedi -pathspec==0.12.1 - # via black -platformdirs==4.3.6 - # via - # black - # jupyter-core - # virtualenv -pre-commit==4.1.0 - # via -r dev_requirements.in -prometheus-client==0.21.1 - # via - # -c core_requirements.txt - # jupyter-server -prompt-toolkit==3.0.50 - # via - # -c core_requirements.txt - # ipython -psutil==5.9.8 - # via - # -c core_requirements.txt - # ipykernel -pure-eval==0.2.3 - # via stack-data -pycparser==2.22 - # via cffi -pydantic==2.10.5 - # via - # -c core_requirements.txt - # fastapi - # fastapi-debug-toolbar - # pydantic-extra-types - # pydantic-settings -pydantic-core==2.27.2 - # via - # -c core_requirements.txt - # pydantic -pydantic-extra-types==2.10.2 - # via fastapi-debug-toolbar -pydantic-settings==2.7.1 - # via - # -c core_requirements.txt - # fastapi-debug-toolbar -pygments==2.19.1 - # via - # -c core_requirements.txt - # ipython - # nbconvert -pyinstrument==5.0.1 - # via fastapi-debug-toolbar -python-dateutil==2.9.0.post0 - # via - # -c core_requirements.txt - # arrow - # jupyter-client -python-dotenv==1.0.1 - # via - # -c core_requirements.txt - # pydantic-settings -python-json-logger==3.2.1 - # via jupyter-events -pywin32==308 - # via jupyter-core -pywinpty==2.0.14 - # via - # jupyter-server - # jupyter-server-terminals - # terminado -pyyaml==6.0.2 - # via - # jupyter-events - # pre-commit -pyzmq==26.2.0 - # via - # ipykernel - # jupyter-client - # jupyter-server -referencing==0.36.1 - # via - # jsonschema - # jsonschema-specifications - # jupyter-events -requests==2.32.3 - # via - # -c core_requirements.txt - # jupyterlab-server -rfc3339-validator==0.1.4 - # via - # jsonschema - # jupyter-events -rfc3986-validator==0.1.1 - # via - # jsonschema - # jupyter-events -rpds-py==0.22.3 - # via - # jsonschema - # referencing -ruff==0.9.2 - # via -r dev_requirements.in -send2trash==1.8.3 - # via jupyter-server -setuptools==75.8.0 - # via jupyterlab -six==1.17.0 - # via - # -c core_requirements.txt - # asttokens - # python-dateutil - # rfc3339-validator -sniffio==1.3.1 - # via - # -c core_requirements.txt - # anyio -soupsieve==2.6 - # via - # -c core_requirements.txt - # beautifulsoup4 -sqlalchemy==2.0.37 - # via - # -c core_requirements.txt - # alembic -sqlparse==0.5.3 - # via fastapi-debug-toolbar -stack-data==0.6.3 - # via ipython -starlette==0.45.2 - # via - # -c core_requirements.txt - # fastapi -terminado==0.18.1 - # via - # jupyter-server - # jupyter-server-terminals -tinycss2==1.4.0 - # via bleach -tornado==6.4.2 - # via - # -c core_requirements.txt - # ipykernel - # jupyter-client - # jupyter-server - # jupyterlab - # terminado -traitlets==5.14.3 - # via - # comm - # ipykernel - # ipython - # jupyter-client - # jupyter-core - # jupyter-events - # jupyter-server - # jupyterlab - # matplotlib-inline - # nbclient - # nbconvert - # nbformat -types-python-dateutil==2.9.0.20241206 - # via arrow -typing-extensions==4.12.2 - # via - # -c core_requirements.txt - # alembic - # fastapi - # pydantic - # pydantic-core - # pydantic-extra-types - # sqlalchemy -uri-template==1.3.0 - # via jsonschema -urllib3==1.26.20 - # via - # -c core_requirements.txt - # requests -virtualenv==20.29.1 - # via pre-commit -wcwidth==0.2.13 - # via - # -c core_requirements.txt - # prompt-toolkit -webcolors==24.11.1 - # via jsonschema -webencodings==0.5.1 - # via - # -c core_requirements.txt - # bleach - # tinycss2 -websocket-client==1.8.0 - # via - # -c core_requirements.txt - # jupyter-server diff --git a/pyproject.toml b/pyproject.toml index fd97f73..ac20caa 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -57,8 +57,8 @@ profile = "black" line_length = 80 [tool.uv.sources] -sqlmodel-crud-utilities = { git = "https://github.com/fsecada01/SQLModel-CRUD-Utilities", rev = "83e964f6e7b633e339e45ddcaaa49cd8617fa105" } -fastapi-debug-toolbar = { git = "https://github.com/fsecada01/fastapi-debug-toolbar.git", rev = "2da9f1e724d1d7ca56990ba7a8e72598fa3e1cf4" } +sqlmodel-crud-utilities = { git = "https://github.com/fsecada01/SQLModel-CRUD-Utilities", rev = "v0.0.1a1" } +fastapi-debug-toolbar = { git = "https://github.com/fsecada01/fastapi-debug-toolbar.git", rev = "patch-2" } #multi_line_output = 3 #include_trailing_comma = true #force_grid_wrap = 0 @@ -76,273 +76,51 @@ classifiers = [ ] version = "1.0.0b0" dependencies = [ - "aiofiles==24.1.0", - "aiomysql==0.2.0", - "amqp==5.3.1", - "annotated-types==0.7.0", - "anthropic==0.45.0", - "anyio==4.8.0", - "appdirs==1.4.4", - "asgiref==3.8.1", - "asttokens==2.4.1", - "asyncpg==0.30.0", - "beautifulsoup4==4.12.3", - "billiard==4.2.1", - "cachetools==5.5.1", - "celery==5.4.0", - "certifi==2024.12.14", - "charset-normalizer==3.4.1", - "click-didyoumean==0.3.1", - "click-plugins==1.1.1", - "click-repl==0.3.0", - "click==8.1.8", - "colorama==0.4.6", - "cssselect==1.2.0", - "deprecated==1.2.15", - "devtools==0.12.2", - "distro==1.9.0", - "eval-type-backport==0.2.2", - "executing==2.2.0", - "fake-useragent==2.0.3", - "fastapi-restful==0.6.0", - "fastapi==0.115.7", - "fastcrud==0.15.5", - "flower==2.0.1", - "google-auth==2.38.0", - "googleapis-common-protos==1.66.0", - "greenlet==3.1.1", - "griffe==1.5.5", - "groq==0.15.0", - "h11==0.14.0", - "h2==4.1.0", - "hpack==4.1.0", - "html5lib==1.1", - "httpcore==1.0.7", - "httpx-html==0.11.0.dev0", - "httpx==0.28.1", - "humanize==4.11.0", - "hypercorn==0.17.3", - "hyperframe==6.1.0", - "idna==3.10", - "importlib-metadata==8.5.0", - "itsdangerous==2.2.0", - "jinja2==3.1.5", - "jinjax==0.48", - "jiter==0.8.2", - "jsonpath-python==1.0.6", - "kombu==5.4.2", - "logfire-api==3.2.0", - "logfire==3.2.0", - "loguru==0.7.3", - "lxml-html-clean==0.4.1", - "lxml==5.3.0", - "markdown-it-py==3.0.0", - "markupsafe==3.0.2", - "mdurl==0.1.2", - "mistralai==1.4.0", - "mypy-extensions==1.0.0", - "openai==1.60.0", - "opentelemetry-api==1.29.0", - "opentelemetry-exporter-otlp-proto-common==1.29.0", - "opentelemetry-exporter-otlp-proto-http==1.29.0", - "opentelemetry-instrumentation-asgi==0.50b0", - "opentelemetry-instrumentation-asyncpg==0.50b0", - "opentelemetry-instrumentation-dbapi==0.50b0", - "opentelemetry-instrumentation-fastapi==0.50b0", - "opentelemetry-instrumentation-sqlite3==0.50b0", - "opentelemetry-instrumentation==0.50b0", - "opentelemetry-proto==1.29.0", - "opentelemetry-sdk==1.29.0", - "opentelemetry-semantic-conventions==0.50b0", - "opentelemetry-util-http==0.50b0", - "packaging==24.2", - "parse==1.20.2", - "praw==7.8.1", - "prawcore==2.4.0", - "priority==2.0.0", - "prometheus-client==0.21.1", - "prompt-toolkit==3.0.50", - "protobuf==5.29.3", - "psutil==5.9.8", - "psycopg==3.2.4", - "pyasn1-modules==0.4.1", - "pyasn1==0.6.1", - "pydantic-ai-examples==0.0.18", - "pydantic-ai-slim==0.0.18", - "pydantic-ai==0.0.18", - "pydantic-core==2.27.2", - "pydantic-settings==2.7.1", - "pydantic==2.10.5", - "pyee==11.1.1", - "pygments==2.19.1", - "pymysql==1.1.1", - "pyppeteer==2.0.0", - "pyquery==2.0.1", - "python-dateutil==2.9.0.post0", - "python-decouple==3.8", - "python-dotenv==1.0.1", - "python-multipart==0.0.20", - "python-slugify==8.0.4", - "pytz==2024.2", - "redis==5.2.1", - "requests==2.32.3", - "rich==13.9.4", - "rsa==4.9", - "simplejson==3.19.3", - "six==1.17.0", - "sniffio==1.3.1", - "socksio==1.0.0", - "soupsieve==2.6", - "sqlalchemy-mixins==2.0.5", - "sqlalchemy-utils==0.41.2", - "sqlalchemy==2.0.37", + "aiofiles>=24.1.0", + "aiomysql>=0.2.0", + "celery>=5.4.0", + "fastapi>=0.115.7", + "fastapi-restful>=0.6.0", + "fastcrud>=0.15.5", + "flower>=2.0.1", + "greenlet>=3.1.1", + "gunicorn>=25.0.1 ; sys_platform != 'win32'", + "html5lib>=1.1", + "httpx-html>=0.11.0.dev0", + "httpx[socks]>=0.28.1", + "hypercorn>=0.17.3 ; sys_platform == 'win32'", + "itsdangerous>=2.2.0", + "jinjax>=0.48", + "loguru>=0.7.3", + "lxml[html-clean]>=5.3.0", + "openai>=1.60.0", + "praw>=7.8.1", + "psycopg>=3.2.4", + "pydantic-ai[examples]>=0.0.18", + "pydantic-settings>=2.7.1", + "python-dateutil>=2.9.0.post0", + "python-decouple>=3.8", + "python-slugify>=8.0.4", + "pytz>=2024.2", + "redis>=5.2.1", + "simplejson>=3.19.3", + "sqlalchemy-mixins>=2.0.5", + "sqlmodel>=0.0.22", "sqlmodel-crud-utilities", - "sqlmodel==0.0.22", - "starlette==0.45.2", - "text-unidecode==1.3", - "tornado==6.4.2", - "tqdm==4.67.1", - "typing-extensions==4.12.2", - "typing-inspect==0.9.0", - "tzdata==2025.1", - "update-checker==0.18.0", - "urllib3==1.26.20", - "uvicorn==0.34.0", - "vine==5.1.0", - "w3lib==2.2.1", - "wcwidth==0.2.13", - "webencodings==0.5.1", - "websocket-client==1.8.0", - "websockets==10.4", - "win32-setctime==1.2.0", - "wrapt==1.17.2", - "wsproto==1.2.0", - "xmljson==0.2.1", - "xmltodict==0.14.2", - "zipp==3.21.0", + "typing-inspect>=0.9.0", + "uvicorn>=0.34.0", + "xmljson>=0.2.1", + "xmltodict>=0.14.2", ] [dependency-groups] dev = [ - "alembic==1.14.1", - "annotated-types==0.7.0", - "anyio==4.8.0", - "argon2-cffi-bindings==21.2.0", - "argon2-cffi==23.1.0", - "arrow==1.3.0", - "asttokens==2.4.1", - "async-lru==2.0.4", - "attrs==24.3.0", - "babel==2.16.0", - "beautifulsoup4==4.12.3", - "black==24.10.0", - "bleach==6.2.0", - "certifi==2024.12.14", - "cffi==1.17.1", - "cfgv==3.4.0", - "charset-normalizer==3.4.1", - "click==8.1.8", - "colorama==0.4.6", - "comm==0.2.2", - "debugpy==1.8.12", - "decorator==5.1.1", - "defusedxml==0.7.1", - "distlib==0.3.9", - "executing==2.2.0", + "alembic>=1.18.3", + "black>=26.1.0", "fastapi-debug-toolbar", - "fastapi==0.115.7", - "fastjsonschema==2.21.1", - "filelock==3.17.0", - "fqdn==1.5.1", - "greenlet==3.1.1", - "h11==0.14.0", - "httpcore==1.0.7", - "httpx==0.28.1", - "identify==2.6.6", - "idna==3.10", - "ipykernel==6.29.5", - "ipython==8.31.0", - "isoduration==20.11.0", - "isort==5.13.2", - "jedi==0.19.2", - "jinja2==3.1.5", - "json5==0.10.0", - "jsonpointer==3.0.0", - "jsonschema-specifications==2024.10.1", - "jsonschema==4.23.0", - "jupyter-client==8.6.3", - "jupyter-core==5.7.2", - "jupyter-events==0.11.0", - "jupyter-lsp==2.2.5", - "jupyter-server-terminals==0.5.3", - "jupyter-server==2.15.0", - "jupyterlab-code-formatter==3.0.2", - "jupyterlab-pygments==0.3.0", - "jupyterlab-server==2.27.3", - "jupyterlab==4.3.4", - "mako==1.3.8", - "markupsafe==3.0.2", - "matplotlib-inline==0.1.7", - "mistune==3.1.0", - "mypy-extensions==1.0.0", - "nbclient==0.10.2", - "nbconvert==7.16.5", - "nbformat==5.10.4", - "nest-asyncio==1.6.0", - "nodeenv==1.9.1", - "notebook-shim==0.2.4", - "overrides==7.7.0", - "packaging==24.2", - "pandocfilters==1.5.1", - "parso==0.8.4", - "pathspec==0.12.1", - "platformdirs==4.3.6", - "pre-commit==4.1.0", - "prometheus-client==0.21.1", - "prompt-toolkit==3.0.50", - "psutil==5.9.8", - "pure-eval==0.2.3", - "pycparser==2.22", - "pydantic-core==2.27.2", - "pydantic-extra-types==2.10.2", - "pydantic-settings==2.7.1", - "pydantic==2.10.5", - "pygments==2.19.1", - "pyinstrument==5.0.1", - "python-dateutil==2.9.0.post0", - "python-dotenv==1.0.1", - "python-json-logger==3.2.1", - "pywin32==308", - "pywinpty==2.0.14", - "pyyaml==6.0.2", - "pyzmq==26.2.0", - "referencing==0.36.1", - "requests==2.32.3", - "rfc3339-validator==0.1.4", - "rfc3986-validator==0.1.1", - "rpds-py==0.22.3", - "ruff==0.9.2", - "send2trash==1.8.3", - "setuptools==75.8.0", - "six==1.17.0", - "sniffio==1.3.1", - "soupsieve==2.6", - "sqlalchemy==2.0.37", - "sqlparse==0.5.3", - "stack-data==0.6.3", - "starlette==0.45.2", - "terminado==0.18.1", - "tinycss2==1.4.0", - "tornado==6.4.2", - "traitlets==5.14.3", - "types-python-dateutil==2.9.0.20241206", - "typing-extensions==4.12.2", - "uri-template==1.3.0", - "urllib3==1.26.20", - "virtualenv==20.29.1", - "wcwidth==0.2.13", - "webcolors==24.11.1", - "webencodings==0.5.1", - "websocket-client==1.8.0", + "isort>=7.0.0", + "jupyterlab>=4.5.3", + "jupyterlab-code-formatter>=3.0.2", + "pre-commit>=4.5.1", + "ruff>=0.14.14", ] - diff --git a/src/backend/core/tools.py b/src/backend/core/tools.py index f4ee1b9..527dd3f 100644 --- a/src/backend/core/tools.py +++ b/src/backend/core/tools.py @@ -43,7 +43,7 @@ async def analyze_competition( product_name: str, product_description: str, ) -> str: - """Analyzes the competition for the given product using the Gemini model.""" + """Analyzes the competition for the given product using the OpenAI model.""" logger.info(f"Analyzing competition for: {product_name}") prompt = f""" diff --git a/uv.lock b/uv.lock index e871ece..19d6523 100644 --- a/uv.lock +++ b/uv.lock @@ -1,5 +1,14 @@ version = 1 +revision = 3 requires-python = ">=3.13" +resolution-markers = [ + "python_full_version >= '3.14' and sys_platform == 'win32'", + "python_full_version >= '3.14' and sys_platform == 'emscripten'", + "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.14' and sys_platform == 'win32'", + "python_full_version < '3.14' and sys_platform == 'emscripten'", + "python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'", +] [[package]] name = "agentic-ai-service" @@ -8,579 +17,226 @@ source = { virtual = "." } dependencies = [ { name = "aiofiles" }, { name = "aiomysql" }, - { name = "amqp" }, - { name = "annotated-types" }, - { name = "anthropic" }, - { name = "anyio" }, - { name = "appdirs" }, - { name = "asgiref" }, - { name = "asttokens" }, - { name = "asyncpg" }, - { name = "beautifulsoup4" }, - { name = "billiard" }, - { name = "cachetools" }, { name = "celery" }, - { name = "certifi" }, - { name = "charset-normalizer" }, - { name = "click" }, - { name = "click-didyoumean" }, - { name = "click-plugins" }, - { name = "click-repl" }, - { name = "colorama" }, - { name = "cssselect" }, - { name = "deprecated" }, - { name = "devtools" }, - { name = "distro" }, - { name = "eval-type-backport" }, - { name = "executing" }, - { name = "fake-useragent" }, { name = "fastapi" }, { name = "fastapi-restful" }, { name = "fastcrud" }, { name = "flower" }, - { name = "google-auth" }, - { name = "googleapis-common-protos" }, { name = "greenlet" }, - { name = "griffe" }, - { name = "groq" }, - { name = "h11" }, - { name = "h2" }, - { name = "hpack" }, + { name = "gunicorn", marker = "sys_platform != 'win32'" }, { name = "html5lib" }, - { name = "httpcore" }, - { name = "httpx" }, + { name = "httpx", extra = ["socks"] }, { name = "httpx-html" }, - { name = "humanize" }, - { name = "hypercorn" }, - { name = "hyperframe" }, - { name = "idna" }, - { name = "importlib-metadata" }, + { name = "hypercorn", marker = "sys_platform == 'win32'" }, { name = "itsdangerous" }, - { name = "jinja2" }, { name = "jinjax" }, - { name = "jiter" }, - { name = "jsonpath-python" }, - { name = "kombu" }, - { name = "logfire" }, - { name = "logfire-api" }, { name = "loguru" }, - { name = "lxml" }, - { name = "lxml-html-clean" }, - { name = "markdown-it-py" }, - { name = "markupsafe" }, - { name = "mdurl" }, - { name = "mistralai" }, - { name = "mypy-extensions" }, + { name = "lxml", extra = ["html-clean"] }, { name = "openai" }, - { name = "opentelemetry-api" }, - { name = "opentelemetry-exporter-otlp-proto-common" }, - { name = "opentelemetry-exporter-otlp-proto-http" }, - { name = "opentelemetry-instrumentation" }, - { name = "opentelemetry-instrumentation-asgi" }, - { name = "opentelemetry-instrumentation-asyncpg" }, - { name = "opentelemetry-instrumentation-dbapi" }, - { name = "opentelemetry-instrumentation-fastapi" }, - { name = "opentelemetry-instrumentation-sqlite3" }, - { name = "opentelemetry-proto" }, - { name = "opentelemetry-sdk" }, - { name = "opentelemetry-semantic-conventions" }, - { name = "opentelemetry-util-http" }, - { name = "packaging" }, - { name = "parse" }, { name = "praw" }, - { name = "prawcore" }, - { name = "priority" }, - { name = "prometheus-client" }, - { name = "prompt-toolkit" }, - { name = "protobuf" }, - { name = "psutil" }, { name = "psycopg" }, - { name = "pyasn1" }, - { name = "pyasn1-modules" }, - { name = "pydantic" }, - { name = "pydantic-ai" }, - { name = "pydantic-ai-examples" }, - { name = "pydantic-ai-slim" }, - { name = "pydantic-core" }, + { name = "pydantic-ai", extra = ["examples"] }, { name = "pydantic-settings" }, - { name = "pyee" }, - { name = "pygments" }, - { name = "pymysql" }, - { name = "pyppeteer" }, - { name = "pyquery" }, { name = "python-dateutil" }, { name = "python-decouple" }, - { name = "python-dotenv" }, - { name = "python-multipart" }, { name = "python-slugify" }, { name = "pytz" }, { name = "redis" }, - { name = "requests" }, - { name = "rich" }, - { name = "rsa" }, { name = "simplejson" }, - { name = "six" }, - { name = "sniffio" }, - { name = "socksio" }, - { name = "soupsieve" }, - { name = "sqlalchemy" }, { name = "sqlalchemy-mixins" }, - { name = "sqlalchemy-utils" }, { name = "sqlmodel" }, { name = "sqlmodel-crud-utilities" }, - { name = "starlette" }, - { name = "text-unidecode" }, - { name = "tornado" }, - { name = "tqdm" }, - { name = "typing-extensions" }, { name = "typing-inspect" }, - { name = "tzdata" }, - { name = "update-checker" }, - { name = "urllib3" }, { name = "uvicorn" }, - { name = "vine" }, - { name = "w3lib" }, - { name = "wcwidth" }, - { name = "webencodings" }, - { name = "websocket-client" }, - { name = "websockets" }, - { name = "win32-setctime" }, - { name = "wrapt" }, - { name = "wsproto" }, { name = "xmljson" }, { name = "xmltodict" }, - { name = "zipp" }, ] [package.dev-dependencies] dev = [ { name = "alembic" }, - { name = "annotated-types" }, - { name = "anyio" }, - { name = "argon2-cffi" }, - { name = "argon2-cffi-bindings" }, - { name = "arrow" }, - { name = "asttokens" }, - { name = "async-lru" }, - { name = "attrs" }, - { name = "babel" }, - { name = "beautifulsoup4" }, { name = "black" }, - { name = "bleach" }, - { name = "certifi" }, - { name = "cffi" }, - { name = "cfgv" }, - { name = "charset-normalizer" }, - { name = "click" }, - { name = "colorama" }, - { name = "comm" }, - { name = "debugpy" }, - { name = "decorator" }, - { name = "defusedxml" }, - { name = "distlib" }, - { name = "executing" }, - { name = "fastapi" }, { name = "fastapi-debug-toolbar" }, - { name = "fastjsonschema" }, - { name = "filelock" }, - { name = "fqdn" }, - { name = "greenlet" }, - { name = "h11" }, - { name = "httpcore" }, - { name = "httpx" }, - { name = "identify" }, - { name = "idna" }, - { name = "ipykernel" }, - { name = "ipython" }, - { name = "isoduration" }, { name = "isort" }, - { name = "jedi" }, - { name = "jinja2" }, - { name = "json5" }, - { name = "jsonpointer" }, - { name = "jsonschema" }, - { name = "jsonschema-specifications" }, - { name = "jupyter-client" }, - { name = "jupyter-core" }, - { name = "jupyter-events" }, - { name = "jupyter-lsp" }, - { name = "jupyter-server" }, - { name = "jupyter-server-terminals" }, { name = "jupyterlab" }, { name = "jupyterlab-code-formatter" }, - { name = "jupyterlab-pygments" }, - { name = "jupyterlab-server" }, - { name = "mako" }, - { name = "markupsafe" }, - { name = "matplotlib-inline" }, - { name = "mistune" }, - { name = "mypy-extensions" }, - { name = "nbclient" }, - { name = "nbconvert" }, - { name = "nbformat" }, - { name = "nest-asyncio" }, - { name = "nodeenv" }, - { name = "notebook-shim" }, - { name = "overrides" }, - { name = "packaging" }, - { name = "pandocfilters" }, - { name = "parso" }, - { name = "pathspec" }, - { name = "platformdirs" }, { name = "pre-commit" }, - { name = "prometheus-client" }, - { name = "prompt-toolkit" }, - { name = "psutil" }, - { name = "pure-eval" }, - { name = "pycparser" }, - { name = "pydantic" }, - { name = "pydantic-core" }, - { name = "pydantic-extra-types" }, - { name = "pydantic-settings" }, - { name = "pygments" }, - { name = "pyinstrument" }, - { name = "python-dateutil" }, - { name = "python-dotenv" }, - { name = "python-json-logger" }, - { name = "pywin32" }, - { name = "pywinpty" }, - { name = "pyyaml" }, - { name = "pyzmq" }, - { name = "referencing" }, - { name = "requests" }, - { name = "rfc3339-validator" }, - { name = "rfc3986-validator" }, - { name = "rpds-py" }, { name = "ruff" }, - { name = "send2trash" }, - { name = "setuptools" }, - { name = "six" }, - { name = "sniffio" }, - { name = "soupsieve" }, - { name = "sqlalchemy" }, - { name = "sqlparse" }, - { name = "stack-data" }, - { name = "starlette" }, - { name = "terminado" }, - { name = "tinycss2" }, - { name = "tornado" }, - { name = "traitlets" }, - { name = "types-python-dateutil" }, - { name = "typing-extensions" }, - { name = "uri-template" }, - { name = "urllib3" }, - { name = "virtualenv" }, - { name = "wcwidth" }, - { name = "webcolors" }, - { name = "webencodings" }, - { name = "websocket-client" }, ] [package.metadata] requires-dist = [ - { name = "aiofiles", specifier = "==24.1.0" }, - { name = "aiomysql", specifier = "==0.2.0" }, - { name = "amqp", specifier = "==5.3.1" }, - { name = "annotated-types", specifier = "==0.7.0" }, - { name = "anthropic", specifier = "==0.45.0" }, - { name = "anyio", specifier = "==4.8.0" }, - { name = "appdirs", specifier = "==1.4.4" }, - { name = "asgiref", specifier = "==3.8.1" }, - { name = "asttokens", specifier = "==2.4.1" }, - { name = "asyncpg", specifier = "==0.30.0" }, - { name = "beautifulsoup4", specifier = "==4.12.3" }, - { name = "billiard", specifier = "==4.2.1" }, - { name = "cachetools", specifier = "==5.5.1" }, - { name = "celery", specifier = "==5.4.0" }, - { name = "certifi", specifier = "==2024.12.14" }, - { name = "charset-normalizer", specifier = "==3.4.1" }, - { name = "click", specifier = "==8.1.8" }, - { name = "click-didyoumean", specifier = "==0.3.1" }, - { name = "click-plugins", specifier = "==1.1.1" }, - { name = "click-repl", specifier = "==0.3.0" }, - { name = "colorama", specifier = "==0.4.6" }, - { name = "cssselect", specifier = "==1.2.0" }, - { name = "deprecated", specifier = "==1.2.15" }, - { name = "devtools", specifier = "==0.12.2" }, - { name = "distro", specifier = "==1.9.0" }, - { name = "eval-type-backport", specifier = "==0.2.2" }, - { name = "executing", specifier = "==2.2.0" }, - { name = "fake-useragent", specifier = "==2.0.3" }, - { name = "fastapi", specifier = "==0.115.7" }, - { name = "fastapi-restful", specifier = "==0.6.0" }, - { name = "fastcrud", specifier = "==0.15.5" }, - { name = "flower", specifier = "==2.0.1" }, - { name = "google-auth", specifier = "==2.38.0" }, - { name = "googleapis-common-protos", specifier = "==1.66.0" }, - { name = "greenlet", specifier = "==3.1.1" }, - { name = "griffe", specifier = "==1.5.5" }, - { name = "groq", specifier = "==0.15.0" }, - { name = "h11", specifier = "==0.14.0" }, - { name = "h2", specifier = "==4.1.0" }, - { name = "hpack", specifier = "==4.1.0" }, - { name = "html5lib", specifier = "==1.1" }, - { name = "httpcore", specifier = "==1.0.7" }, - { name = "httpx", specifier = "==0.28.1" }, - { name = "httpx-html", specifier = "==0.11.0.dev0" }, - { name = "humanize", specifier = "==4.11.0" }, - { name = "hypercorn", specifier = "==0.17.3" }, - { name = "hyperframe", specifier = "==6.1.0" }, - { name = "idna", specifier = "==3.10" }, - { name = "importlib-metadata", specifier = "==8.5.0" }, - { name = "itsdangerous", specifier = "==2.2.0" }, - { name = "jinja2", specifier = "==3.1.5" }, - { name = "jinjax", specifier = "==0.48" }, - { name = "jiter", specifier = "==0.8.2" }, - { name = "jsonpath-python", specifier = "==1.0.6" }, - { name = "kombu", specifier = "==5.4.2" }, - { name = "logfire", specifier = "==3.2.0" }, - { name = "logfire-api", specifier = "==3.2.0" }, - { name = "loguru", specifier = "==0.7.3" }, - { name = "lxml", specifier = "==5.3.0" }, - { name = "lxml-html-clean", specifier = "==0.4.1" }, - { name = "markdown-it-py", specifier = "==3.0.0" }, - { name = "markupsafe", specifier = "==3.0.2" }, - { name = "mdurl", specifier = "==0.1.2" }, - { name = "mistralai", specifier = "==1.4.0" }, - { name = "mypy-extensions", specifier = "==1.0.0" }, - { name = "openai", specifier = "==1.60.0" }, - { name = "opentelemetry-api", specifier = "==1.29.0" }, - { name = "opentelemetry-exporter-otlp-proto-common", specifier = "==1.29.0" }, - { name = "opentelemetry-exporter-otlp-proto-http", specifier = "==1.29.0" }, - { name = "opentelemetry-instrumentation", specifier = 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constitution-based development workflow established in v1.0.0. Co-Authored-By: Claude Sonnet 4.5 --- .claude/commands/speckit.analyze.md | 184 ++++++++++++++ .claude/commands/speckit.checklist.md | 294 ++++++++++++++++++++++ .claude/commands/speckit.clarify.md | 181 +++++++++++++ .claude/commands/speckit.constitution.md | 82 ++++++ .claude/commands/speckit.implement.md | 135 ++++++++++ .claude/commands/speckit.plan.md | 89 +++++++ .claude/commands/speckit.specify.md | 258 +++++++++++++++++++ .claude/commands/speckit.tasks.md | 137 ++++++++++ .claude/commands/speckit.taskstoissues.md | 30 +++ 9 files changed, 1390 insertions(+) create mode 100644 .claude/commands/speckit.analyze.md create mode 100644 .claude/commands/speckit.checklist.md create mode 100644 .claude/commands/speckit.clarify.md create mode 100644 .claude/commands/speckit.constitution.md create mode 100644 .claude/commands/speckit.implement.md create mode 100644 .claude/commands/speckit.plan.md create mode 100644 .claude/commands/speckit.specify.md create mode 100644 .claude/commands/speckit.tasks.md create mode 100644 .claude/commands/speckit.taskstoissues.md diff --git a/.claude/commands/speckit.analyze.md b/.claude/commands/speckit.analyze.md new file mode 100644 index 0000000..542a3de --- /dev/null +++ b/.claude/commands/speckit.analyze.md @@ -0,0 +1,184 @@ +--- +description: Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation. +--- + +## User Input + +```text +$ARGUMENTS +``` + +You **MUST** consider the user input before proceeding (if not empty). + +## Goal + +Identify inconsistencies, duplications, ambiguities, and underspecified items across the three core artifacts (`spec.md`, `plan.md`, `tasks.md`) before implementation. This command MUST run only after `/speckit.tasks` has successfully produced a complete `tasks.md`. + +## Operating Constraints + +**STRICTLY READ-ONLY**: Do **not** modify any files. Output a structured analysis report. Offer an optional remediation plan (user must explicitly approve before any follow-up editing commands would be invoked manually). + +**Constitution Authority**: The project constitution (`.specify/memory/constitution.md`) is **non-negotiable** within this analysis scope. Constitution conflicts are automatically CRITICAL and require adjustment of the spec, plan, or tasks—not dilution, reinterpretation, or silent ignoring of the principle. If a principle itself needs to change, that must occur in a separate, explicit constitution update outside `/speckit.analyze`. + +## Execution Steps + +### 1. Initialize Analysis Context + +Run `.specify/scripts/powershell/check-prerequisites.ps1 -Json -RequireTasks -IncludeTasks` once from repo root and parse JSON for FEATURE_DIR and AVAILABLE_DOCS. Derive absolute paths: + +- SPEC = FEATURE_DIR/spec.md +- PLAN = FEATURE_DIR/plan.md +- TASKS = FEATURE_DIR/tasks.md + +Abort with an error message if any required file is missing (instruct the user to run missing prerequisite command). +For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'\''m Groot' (or double-quote if possible: "I'm Groot"). + +### 2. Load Artifacts (Progressive Disclosure) + +Load only the minimal necessary context from each artifact: + +**From spec.md:** + +- Overview/Context +- Functional Requirements +- Non-Functional Requirements +- User Stories +- Edge Cases (if present) + +**From plan.md:** + +- Architecture/stack choices +- Data Model references +- Phases +- Technical constraints + +**From tasks.md:** + +- Task IDs +- Descriptions +- Phase grouping +- Parallel markers [P] +- Referenced file paths + +**From constitution:** + +- Load `.specify/memory/constitution.md` for principle validation + +### 3. Build Semantic Models + +Create internal representations (do not include raw artifacts in output): + +- **Requirements inventory**: Each functional + non-functional requirement with a stable key (derive slug based on imperative phrase; e.g., "User can upload file" → `user-can-upload-file`) +- **User story/action inventory**: Discrete user actions with acceptance criteria +- **Task coverage mapping**: Map each task to one or more requirements or stories (inference by keyword / explicit reference patterns like IDs or key phrases) +- **Constitution rule set**: Extract principle names and MUST/SHOULD normative statements + +### 4. Detection Passes (Token-Efficient Analysis) + +Focus on high-signal findings. Limit to 50 findings total; aggregate remainder in overflow summary. + +#### A. Duplication Detection + +- Identify near-duplicate requirements +- Mark lower-quality phrasing for consolidation + +#### B. Ambiguity Detection + +- Flag vague adjectives (fast, scalable, secure, intuitive, robust) lacking measurable criteria +- Flag unresolved placeholders (TODO, TKTK, ???, ``, etc.) + +#### C. Underspecification + +- Requirements with verbs but missing object or measurable outcome +- User stories missing acceptance criteria alignment +- Tasks referencing files or components not defined in spec/plan + +#### D. Constitution Alignment + +- Any requirement or plan element conflicting with a MUST principle +- Missing mandated sections or quality gates from constitution + +#### E. Coverage Gaps + +- Requirements with zero associated tasks +- Tasks with no mapped requirement/story +- Non-functional requirements not reflected in tasks (e.g., performance, security) + +#### F. Inconsistency + +- Terminology drift (same concept named differently across files) +- Data entities referenced in plan but absent in spec (or vice versa) +- Task ordering contradictions (e.g., integration tasks before foundational setup tasks without dependency note) +- Conflicting requirements (e.g., one requires Next.js while other specifies Vue) + +### 5. Severity Assignment + +Use this heuristic to prioritize findings: + +- **CRITICAL**: Violates constitution MUST, missing core spec artifact, or requirement with zero coverage that blocks baseline functionality +- **HIGH**: Duplicate or conflicting requirement, ambiguous security/performance attribute, untestable acceptance criterion +- **MEDIUM**: Terminology drift, missing non-functional task coverage, underspecified edge case +- **LOW**: Style/wording improvements, minor redundancy not affecting execution order + +### 6. Produce Compact Analysis Report + +Output a Markdown report (no file writes) with the following structure: + +## Specification Analysis Report + +| ID | Category | Severity | Location(s) | Summary | Recommendation | +|----|----------|----------|-------------|---------|----------------| +| A1 | Duplication | HIGH | spec.md:L120-134 | Two similar requirements ... | Merge phrasing; keep clearer version | + +(Add one row per finding; generate stable IDs prefixed by category initial.) + +**Coverage Summary Table:** + +| Requirement Key | Has Task? | Task IDs | Notes | +|-----------------|-----------|----------|-------| + +**Constitution Alignment Issues:** (if any) + +**Unmapped Tasks:** (if any) + +**Metrics:** + +- Total Requirements +- Total Tasks +- Coverage % (requirements with >=1 task) +- Ambiguity Count +- Duplication Count +- Critical Issues Count + +### 7. Provide Next Actions + +At end of report, output a concise Next Actions block: + +- If CRITICAL issues exist: Recommend resolving before `/speckit.implement` +- If only LOW/MEDIUM: User may proceed, but provide improvement suggestions +- Provide explicit command suggestions: e.g., "Run /speckit.specify with refinement", "Run /speckit.plan to adjust architecture", "Manually edit tasks.md to add coverage for 'performance-metrics'" + +### 8. Offer Remediation + +Ask the user: "Would you like me to suggest concrete remediation edits for the top N issues?" (Do NOT apply them automatically.) + +## Operating Principles + +### Context Efficiency + +- **Minimal high-signal tokens**: Focus on actionable findings, not exhaustive documentation +- **Progressive disclosure**: Load artifacts incrementally; don't dump all content into analysis +- **Token-efficient output**: Limit findings table to 50 rows; summarize overflow +- **Deterministic results**: Rerunning without changes should produce consistent IDs and counts + +### Analysis Guidelines + +- **NEVER modify files** (this is read-only analysis) +- **NEVER hallucinate missing sections** (if absent, report them accurately) +- **Prioritize constitution violations** (these are always CRITICAL) +- **Use examples over exhaustive rules** (cite specific instances, not generic patterns) +- **Report zero issues gracefully** (emit success report with coverage statistics) + +## Context + +$ARGUMENTS diff --git a/.claude/commands/speckit.checklist.md b/.claude/commands/speckit.checklist.md new file mode 100644 index 0000000..b15f916 --- /dev/null +++ b/.claude/commands/speckit.checklist.md @@ -0,0 +1,294 @@ +--- +description: Generate a custom checklist for the current feature based on user requirements. +--- + +## Checklist Purpose: "Unit Tests for English" + +**CRITICAL CONCEPT**: Checklists are **UNIT TESTS FOR REQUIREMENTS WRITING** - they validate the quality, clarity, and completeness of requirements in a given domain. + +**NOT for verification/testing**: + +- ❌ NOT "Verify the button clicks correctly" +- ❌ NOT "Test error handling works" +- ❌ NOT "Confirm the API returns 200" +- ❌ NOT checking if code/implementation matches the spec + +**FOR requirements quality validation**: + +- ✅ "Are visual hierarchy requirements defined for all card types?" (completeness) +- ✅ "Is 'prominent display' quantified with specific sizing/positioning?" (clarity) +- ✅ "Are hover state requirements consistent across all interactive elements?" (consistency) +- ✅ "Are accessibility requirements defined for keyboard navigation?" (coverage) +- ✅ "Does the spec define what happens when logo image fails to load?" (edge cases) + +**Metaphor**: If your spec is code written in English, the checklist is its unit test suite. You're testing whether the requirements are well-written, complete, unambiguous, and ready for implementation - NOT whether the implementation works. + +## User Input + +```text +$ARGUMENTS +``` + +You **MUST** consider the user input before proceeding (if not empty). + +## Execution Steps + +1. **Setup**: Run `.specify/scripts/powershell/check-prerequisites.ps1 -Json` from repo root and parse JSON for FEATURE_DIR and AVAILABLE_DOCS list. + - All file paths must be absolute. + - For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'\''m Groot' (or double-quote if possible: "I'm Groot"). + +2. **Clarify intent (dynamic)**: Derive up to THREE initial contextual clarifying questions (no pre-baked catalog). They MUST: + - Be generated from the user's phrasing + extracted signals from spec/plan/tasks + - Only ask about information that materially changes checklist content + - Be skipped individually if already unambiguous in `$ARGUMENTS` + - Prefer precision over breadth + + Generation algorithm: + 1. Extract signals: feature domain keywords (e.g., auth, latency, UX, API), risk indicators ("critical", "must", "compliance"), stakeholder hints ("QA", "review", "security team"), and explicit deliverables ("a11y", "rollback", "contracts"). + 2. Cluster signals into candidate focus areas (max 4) ranked by relevance. + 3. Identify probable audience & timing (author, reviewer, QA, release) if not explicit. + 4. Detect missing dimensions: scope breadth, depth/rigor, risk emphasis, exclusion boundaries, measurable acceptance criteria. + 5. Formulate questions chosen from these archetypes: + - Scope refinement (e.g., "Should this include integration touchpoints with X and Y or stay limited to local module correctness?") + - Risk prioritization (e.g., "Which of these potential risk areas should receive mandatory gating checks?") + - Depth calibration (e.g., "Is this a lightweight pre-commit sanity list or a formal release gate?") + - Audience framing (e.g., "Will this be used by the author only or peers during PR review?") + - Boundary exclusion (e.g., "Should we explicitly exclude performance tuning items this round?") + - Scenario class gap (e.g., "No recovery flows detected—are rollback / partial failure paths in scope?") + + Question formatting rules: + - If presenting options, generate a compact table with columns: Option | Candidate | Why It Matters + - Limit to A–E options maximum; omit table if a free-form answer is clearer + - Never ask the user to restate what they already said + - Avoid speculative categories (no hallucination). If uncertain, ask explicitly: "Confirm whether X belongs in scope." + + Defaults when interaction impossible: + - Depth: Standard + - Audience: Reviewer (PR) if code-related; Author otherwise + - Focus: Top 2 relevance clusters + + Output the questions (label Q1/Q2/Q3). After answers: if ≥2 scenario classes (Alternate / Exception / Recovery / Non-Functional domain) remain unclear, you MAY ask up to TWO more targeted follow‑ups (Q4/Q5) with a one-line justification each (e.g., "Unresolved recovery path risk"). Do not exceed five total questions. Skip escalation if user explicitly declines more. + +3. **Understand user request**: Combine `$ARGUMENTS` + clarifying answers: + - Derive checklist theme (e.g., security, review, deploy, ux) + - Consolidate explicit must-have items mentioned by user + - Map focus selections to category scaffolding + - Infer any missing context from spec/plan/tasks (do NOT hallucinate) + +4. **Load feature context**: Read from FEATURE_DIR: + - spec.md: Feature requirements and scope + - plan.md (if exists): Technical details, dependencies + - tasks.md (if exists): Implementation tasks + + **Context Loading Strategy**: + - Load only necessary portions relevant to active focus areas (avoid full-file dumping) + - Prefer summarizing long sections into concise scenario/requirement bullets + - Use progressive disclosure: add follow-on retrieval only if gaps detected + - If source docs are large, generate interim summary items instead of embedding raw text + +5. **Generate checklist** - Create "Unit Tests for Requirements": + - Create `FEATURE_DIR/checklists/` directory if it doesn't exist + - Generate unique checklist filename: + - Use short, descriptive name based on domain (e.g., `ux.md`, `api.md`, `security.md`) + - Format: `[domain].md` + - If file exists, append to existing file + - Number items sequentially starting from CHK001 + - Each `/speckit.checklist` run creates a NEW file (never overwrites existing checklists) + + **CORE PRINCIPLE - Test the Requirements, Not the Implementation**: + Every checklist item MUST evaluate the REQUIREMENTS THEMSELVES for: + - **Completeness**: Are all necessary requirements present? + - **Clarity**: Are requirements unambiguous and specific? + - **Consistency**: Do requirements align with each other? + - **Measurability**: Can requirements be objectively verified? + - **Coverage**: Are all scenarios/edge cases addressed? + + **Category Structure** - Group items by requirement quality dimensions: + - **Requirement Completeness** (Are all necessary requirements documented?) + - **Requirement Clarity** (Are requirements specific and unambiguous?) + - **Requirement Consistency** (Do requirements align without conflicts?) + - **Acceptance Criteria Quality** (Are success criteria measurable?) + - **Scenario Coverage** (Are all flows/cases addressed?) + - **Edge Case Coverage** (Are boundary conditions defined?) + - **Non-Functional Requirements** (Performance, Security, Accessibility, etc. - are they specified?) + - **Dependencies & Assumptions** (Are they documented and validated?) + - **Ambiguities & Conflicts** (What needs clarification?) + + **HOW TO WRITE CHECKLIST ITEMS - "Unit Tests for English"**: + + ❌ **WRONG** (Testing implementation): + - "Verify landing page displays 3 episode cards" + - "Test hover states work on desktop" + - "Confirm logo click navigates home" + + ✅ **CORRECT** (Testing requirements quality): + - "Are the exact number and layout of featured episodes specified?" [Completeness] + - "Is 'prominent display' quantified with specific sizing/positioning?" [Clarity] + - "Are hover state requirements consistent across all interactive elements?" [Consistency] + - "Are keyboard navigation requirements defined for all interactive UI?" [Coverage] + - "Is the fallback behavior specified when logo image fails to load?" [Edge Cases] + - "Are loading states defined for asynchronous episode data?" [Completeness] + - "Does the spec define visual hierarchy for competing UI elements?" [Clarity] + + **ITEM STRUCTURE**: + Each item should follow this pattern: + - Question format asking about requirement quality + - Focus on what's WRITTEN (or not written) in the spec/plan + - Include quality dimension in brackets [Completeness/Clarity/Consistency/etc.] + - Reference spec section `[Spec §X.Y]` when checking existing requirements + - Use `[Gap]` marker when checking for missing requirements + + **EXAMPLES BY QUALITY DIMENSION**: + + Completeness: + - "Are error handling requirements defined for all API failure modes? [Gap]" + - "Are accessibility requirements specified for all interactive elements? [Completeness]" + - "Are mobile breakpoint requirements defined for responsive layouts? [Gap]" + + Clarity: + - "Is 'fast loading' quantified with specific timing thresholds? [Clarity, Spec §NFR-2]" + - "Are 'related episodes' selection criteria explicitly defined? [Clarity, Spec §FR-5]" + - "Is 'prominent' defined with measurable visual properties? [Ambiguity, Spec §FR-4]" + + Consistency: + - "Do navigation requirements align across all pages? [Consistency, Spec §FR-10]" + - "Are card component requirements consistent between landing and detail pages? [Consistency]" + + Coverage: + - "Are requirements defined for zero-state scenarios (no episodes)? [Coverage, Edge Case]" + - "Are concurrent user interaction scenarios addressed? [Coverage, Gap]" + - "Are requirements specified for partial data loading failures? [Coverage, Exception Flow]" + + Measurability: + - "Are visual hierarchy requirements measurable/testable? [Acceptance Criteria, Spec §FR-1]" + - "Can 'balanced visual weight' be objectively verified? [Measurability, Spec §FR-2]" + + **Scenario Classification & Coverage** (Requirements Quality Focus): + - Check if requirements exist for: Primary, Alternate, Exception/Error, Recovery, Non-Functional scenarios + - For each scenario class, ask: "Are [scenario type] requirements complete, clear, and consistent?" + - If scenario class missing: "Are [scenario type] requirements intentionally excluded or missing? [Gap]" + - Include resilience/rollback when state mutation occurs: "Are rollback requirements defined for migration failures? [Gap]" + + **Traceability Requirements**: + - MINIMUM: ≥80% of items MUST include at least one traceability reference + - Each item should reference: spec section `[Spec §X.Y]`, or use markers: `[Gap]`, `[Ambiguity]`, `[Conflict]`, `[Assumption]` + - If no ID system exists: "Is a requirement & acceptance criteria ID scheme established? [Traceability]" + + **Surface & Resolve Issues** (Requirements Quality Problems): + Ask questions about the requirements themselves: + - Ambiguities: "Is the term 'fast' quantified with specific metrics? [Ambiguity, Spec §NFR-1]" + - Conflicts: "Do navigation requirements conflict between §FR-10 and §FR-10a? [Conflict]" + - Assumptions: "Is the assumption of 'always available podcast API' validated? [Assumption]" + - Dependencies: "Are external podcast API requirements documented? [Dependency, Gap]" + - Missing definitions: "Is 'visual hierarchy' defined with measurable criteria? [Gap]" + + **Content Consolidation**: + - Soft cap: If raw candidate items > 40, prioritize by risk/impact + - Merge near-duplicates checking the same requirement aspect + - If >5 low-impact edge cases, create one item: "Are edge cases X, Y, Z addressed in requirements? [Coverage]" + + **🚫 ABSOLUTELY PROHIBITED** - These make it an implementation test, not a requirements test: + - ❌ Any item starting with "Verify", "Test", "Confirm", "Check" + implementation behavior + - ❌ References to code execution, user actions, system behavior + - ❌ "Displays correctly", "works properly", "functions as expected" + - ❌ "Click", "navigate", "render", "load", "execute" + - ❌ Test cases, test plans, QA procedures + - ❌ Implementation details (frameworks, APIs, algorithms) + + **✅ REQUIRED PATTERNS** - These test requirements quality: + - ✅ "Are [requirement type] defined/specified/documented for [scenario]?" + - ✅ "Is [vague term] quantified/clarified with specific criteria?" + - ✅ "Are requirements consistent between [section A] and [section B]?" + - ✅ "Can [requirement] be objectively measured/verified?" + - ✅ "Are [edge cases/scenarios] addressed in requirements?" + - ✅ "Does the spec define [missing aspect]?" + +6. **Structure Reference**: Generate the checklist following the canonical template in `.specify/templates/checklist-template.md` for title, meta section, category headings, and ID formatting. If template is unavailable, use: H1 title, purpose/created meta lines, `##` category sections containing `- [ ] CHK### ` lines with globally incrementing IDs starting at CHK001. + +7. **Report**: Output full path to created checklist, item count, and remind user that each run creates a new file. Summarize: + - Focus areas selected + - Depth level + - Actor/timing + - Any explicit user-specified must-have items incorporated + +**Important**: Each `/speckit.checklist` command invocation creates a checklist file using short, descriptive names unless file already exists. This allows: + +- Multiple checklists of different types (e.g., `ux.md`, `test.md`, `security.md`) +- Simple, memorable filenames that indicate checklist purpose +- Easy identification and navigation in the `checklists/` folder + +To avoid clutter, use descriptive types and clean up obsolete checklists when done. + +## Example Checklist Types & Sample Items + +**UX Requirements Quality:** `ux.md` + +Sample items (testing the requirements, NOT the implementation): + +- "Are visual hierarchy requirements defined with measurable criteria? [Clarity, Spec §FR-1]" +- "Is the number and positioning of UI elements explicitly specified? [Completeness, Spec §FR-1]" +- "Are interaction state requirements (hover, focus, active) consistently defined? [Consistency]" +- "Are accessibility requirements specified for all interactive elements? [Coverage, Gap]" +- "Is fallback behavior defined when images fail to load? [Edge Case, Gap]" +- "Can 'prominent display' be objectively measured? [Measurability, Spec §FR-4]" + +**API Requirements Quality:** `api.md` + +Sample items: + +- "Are error response formats specified for all failure scenarios? [Completeness]" +- "Are rate limiting requirements quantified with specific thresholds? [Clarity]" +- "Are authentication requirements consistent across all endpoints? [Consistency]" +- "Are retry/timeout requirements defined for external dependencies? [Coverage, Gap]" +- "Is versioning strategy documented in requirements? [Gap]" + +**Performance Requirements Quality:** `performance.md` + +Sample items: + +- "Are performance requirements quantified with specific metrics? [Clarity]" +- "Are performance targets defined for all critical user journeys? [Coverage]" +- "Are performance requirements under different load conditions specified? [Completeness]" +- "Can performance requirements be objectively measured? [Measurability]" +- "Are degradation requirements defined for high-load scenarios? [Edge Case, Gap]" + +**Security Requirements Quality:** `security.md` + +Sample items: + +- "Are authentication requirements specified for all protected resources? [Coverage]" +- "Are data protection requirements defined for sensitive information? [Completeness]" +- "Is the threat model documented and requirements aligned to it? [Traceability]" +- "Are security requirements consistent with compliance obligations? [Consistency]" +- "Are security failure/breach response requirements defined? [Gap, Exception Flow]" + +## Anti-Examples: What NOT To Do + +**❌ WRONG - These test implementation, not requirements:** + +```markdown +- [ ] CHK001 - Verify landing page displays 3 episode cards [Spec §FR-001] +- [ ] CHK002 - Test hover states work correctly on desktop [Spec §FR-003] +- [ ] CHK003 - Confirm logo click navigates to home page [Spec §FR-010] +- [ ] CHK004 - Check that related episodes section shows 3-5 items [Spec §FR-005] +``` + +**✅ CORRECT - These test requirements quality:** + +```markdown +- [ ] CHK001 - Are the number and layout of featured episodes explicitly specified? [Completeness, Spec §FR-001] +- [ ] CHK002 - Are hover state requirements consistently defined for all interactive elements? [Consistency, Spec §FR-003] +- [ ] CHK003 - Are navigation requirements clear for all clickable brand elements? [Clarity, Spec §FR-010] +- [ ] CHK004 - Is the selection criteria for related episodes documented? [Gap, Spec §FR-005] +- [ ] CHK005 - Are loading state requirements defined for asynchronous episode data? [Gap] +- [ ] CHK006 - Can "visual hierarchy" requirements be objectively measured? [Measurability, Spec §FR-001] +``` + +**Key Differences:** + +- Wrong: Tests if the system works correctly +- Correct: Tests if the requirements are written correctly +- Wrong: Verification of behavior +- Correct: Validation of requirement quality +- Wrong: "Does it do X?" +- Correct: "Is X clearly specified?" diff --git a/.claude/commands/speckit.clarify.md b/.claude/commands/speckit.clarify.md new file mode 100644 index 0000000..5616e1d --- /dev/null +++ b/.claude/commands/speckit.clarify.md @@ -0,0 +1,181 @@ +--- +description: Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec. +handoffs: + - label: Build Technical Plan + agent: speckit.plan + prompt: Create a plan for the spec. I am building with... +--- + +## User Input + +```text +$ARGUMENTS +``` + +You **MUST** consider the user input before proceeding (if not empty). + +## Outline + +Goal: Detect and reduce ambiguity or missing decision points in the active feature specification and record the clarifications directly in the spec file. + +Note: This clarification workflow is expected to run (and be completed) BEFORE invoking `/speckit.plan`. If the user explicitly states they are skipping clarification (e.g., exploratory spike), you may proceed, but must warn that downstream rework risk increases. + +Execution steps: + +1. Run `.specify/scripts/powershell/check-prerequisites.ps1 -Json -PathsOnly` from repo root **once** (combined `--json --paths-only` mode / `-Json -PathsOnly`). Parse minimal JSON payload fields: + - `FEATURE_DIR` + - `FEATURE_SPEC` + - (Optionally capture `IMPL_PLAN`, `TASKS` for future chained flows.) + - If JSON parsing fails, abort and instruct user to re-run `/speckit.specify` or verify feature branch environment. + - For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'\''m Groot' (or double-quote if possible: "I'm Groot"). + +2. Load the current spec file. Perform a structured ambiguity & coverage scan using this taxonomy. For each category, mark status: Clear / Partial / Missing. Produce an internal coverage map used for prioritization (do not output raw map unless no questions will be asked). + + Functional Scope & Behavior: + - Core user goals & success criteria + - Explicit out-of-scope declarations + - User roles / personas differentiation + + Domain & Data Model: + - Entities, attributes, relationships + - Identity & uniqueness rules + - Lifecycle/state transitions + - Data volume / scale assumptions + + Interaction & UX Flow: + - Critical user journeys / sequences + - Error/empty/loading states + - Accessibility or localization notes + + Non-Functional Quality Attributes: + - Performance (latency, throughput targets) + - Scalability (horizontal/vertical, limits) + - Reliability & availability (uptime, recovery expectations) + - Observability (logging, metrics, tracing signals) + - Security & privacy (authN/Z, data protection, threat assumptions) + - Compliance / regulatory constraints (if any) + + Integration & External Dependencies: + - External services/APIs and failure modes + - Data import/export formats + - Protocol/versioning assumptions + + Edge Cases & Failure Handling: + - Negative scenarios + - Rate limiting / throttling + - Conflict resolution (e.g., concurrent edits) + + Constraints & Tradeoffs: + - Technical constraints (language, storage, hosting) + - Explicit tradeoffs or rejected alternatives + + Terminology & Consistency: + - Canonical glossary terms + - Avoided synonyms / deprecated terms + + Completion Signals: + - Acceptance criteria testability + - Measurable Definition of Done style indicators + + Misc / Placeholders: + - TODO markers / unresolved decisions + - Ambiguous adjectives ("robust", "intuitive") lacking quantification + + For each category with Partial or Missing status, add a candidate question opportunity unless: + - Clarification would not materially change implementation or validation strategy + - Information is better deferred to planning phase (note internally) + +3. Generate (internally) a prioritized queue of candidate clarification questions (maximum 5). Do NOT output them all at once. Apply these constraints: + - Maximum of 10 total questions across the whole session. + - Each question must be answerable with EITHER: + - A short multiple‑choice selection (2–5 distinct, mutually exclusive options), OR + - A one-word / short‑phrase answer (explicitly constrain: "Answer in <=5 words"). + - Only include questions whose answers materially impact architecture, data modeling, task decomposition, test design, UX behavior, operational readiness, or compliance validation. + - Ensure category coverage balance: attempt to cover the highest impact unresolved categories first; avoid asking two low-impact questions when a single high-impact area (e.g., security posture) is unresolved. + - Exclude questions already answered, trivial stylistic preferences, or plan-level execution details (unless blocking correctness). + - Favor clarifications that reduce downstream rework risk or prevent misaligned acceptance tests. + - If more than 5 categories remain unresolved, select the top 5 by (Impact * Uncertainty) heuristic. + +4. Sequential questioning loop (interactive): + - Present EXACTLY ONE question at a time. + - For multiple‑choice questions: + - **Analyze all options** and determine the **most suitable option** based on: + - Best practices for the project type + - Common patterns in similar implementations + - Risk reduction (security, performance, maintainability) + - Alignment with any explicit project goals or constraints visible in the spec + - Present your **recommended option prominently** at the top with clear reasoning (1-2 sentences explaining why this is the best choice). + - Format as: `**Recommended:** Option [X] - ` + - Then render all options as a Markdown table: + + | Option | Description | + |--------|-------------| + | A |