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4,166

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17

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python

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debugging

9.2K

phoenix-docs-gap-audit

Audit documentation gaps across the Phoenix repo by analyzing recent commits to main (default: last 7 days). Use this skill whenever the user asks to find undocumented features, identify docs gaps, audit what shipped without docs, check which recent changes need documentation, review stale docs against current code, or mentions "documentation debt", "doc coverage", "undocumented APIs", or "what's missing from /docs". Also trigger on requests like "what from last week needs docs", "find stale READMEs", or "check docstring coverage for recent changes". Covers /docs (Mintlify), package READMEs, package-level built-in docs (Sphinx, TypeDoc), Python docstrings, TSDoc, and code comments.

Arize-ai

tools

finance-investment

8.8K

industry-landscape-briefing

Equips sellers with macro industry trends by analyzing trending data and specific analyst/competitor channels.

google

business

project-management

8.8K

daily-briefing

Provides a high-signal briefing on events in a specific location and timeframe, backed by primary video sources and transcripts.

google

business

project-management

8.8K

deep-exploration

Saves time by autonomously reading transcripts, synthesizing arguments, and generating direct jump-links to key moments.

google

business

sales-marketing

8.8K

product-launch-audit

Provides an executive dashboard comparing Creator vs Audience verdicts for a recent client product launch.

google

business

content-creation

8.8K

creative-insight-analyzer

Deconstructs high-performing or viral videos to extract actionable creative insights from metadata and transcript.

google

content-media

content-creation

8.8K

debate-synthesizer

Extracts the strongest arguments from heated YouTube comment threads, identifying key battlegrounds and community consensus.

google

content-media

data-analysis

8.8K

poi-discovery-briefing

Extracts specific local activity recommendations and sentiment from travel vlogs into a shareable HTML BD report.

google

data-ai

data-analysis

8.8K

visualization-reporting

Transforms raw metrics and analysis into visual charts and published, shareable HTML reports using Google Cloud Storage.

google

data-ai

debugging

8.8K

abcd-framework-audit

Performs a strict evaluation of a video asset using Google's official 'ABCD' framework (Attract, Brand, Connect, Direct) based on transcript and metadata.

google

tools

debugging

8.8K

kol-discovery

Identifies and ranks Key Opinion Leaders (KOLs) based on engagement metrics, active rate, and sentiment rather than just views.

google

tools

debugging

8.8K

multi-video-synthesis

Performs high-density targeted extraction across 10+ videos to map semantic landscapes, consensus, and controversies.

google

tools

debugging

8.8K

sentiment-analysis

Extracts the true audience mood and key feedback by analyzing comment sentiment and keyword frequency.

google

tools

data-engineering

8.5K

python-development

Guides Python SDK development in Apache Beam, including environment setup, testing, building, and running pipelines. Use when working with Python code in sdks/python/.

apache

data-ai

code-quality

8.1K

readable-py

Readable Python code rules inspired by The Art of Readable Code. Use when writing, reviewing, or refactoring Python code. Enforces short functions, flat control flow, clear naming, readable structure, and Pythonic idioms.

crazyguitar

testing-security

debugging

8.1K

py

Comprehensive Python programming reference covering syntax, concurrency, networking, databases, ML/LLM development, and HPC. Use for: Python questions, debugging, performance optimization, async patterns, library examples, code review, best practices, MLOps workflows, distributed computing, security implementations, and any Python development tasks.

crazyguitar

tools

package-distribution

8.1K

python-pro

Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures mypy in strict mode, writes pytest test suites with fixtures and mocking, and validates code with black and ruff. Invoke for type hints, async/await patterns, dataclasses, dependency injection, logging configuration, and structured error handling.

Jeffallan

development

productivity-tools

8.1K

mcp-developer

Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources. Invoke to implement tool handlers, configure resource providers, set up stdio/HTTP/SSE transport layers, validate schemas with Zod or Pydantic, debug protocol compliance issues, or scaffold complete MCP server/client projects using TypeScript or Python SDKs.

Jeffallan

tools

backend

8.1K

fastapi-expert

Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke to create REST endpoints, define Pydantic models, implement authentication flows, set up async SQLAlchemy database operations, add JWT authentication, build WebSocket endpoints, or generate OpenAPI documentation. Trigger terms: FastAPI, Pydantic, async Python, Python API, REST API Python, SQLAlchemy async, JWT authentication, OpenAPI, Swagger Python.

Jeffallan

development

backend

8.1K

django-expert

Use when building Django web applications or REST APIs with Django REST Framework. Invoke when working with settings.py, models.py, manage.py, or any Django project file. Creates Django models with proper indexes, optimizes ORM queries using select_related/prefetch_related, builds DRF serializers and viewsets, and configures JWT authentication. Trigger terms: Django, DRF, Django REST Framework, Django ORM, Django model, serializer, viewset, Python web.

Jeffallan

development

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