CI/CD

Quick capture for thoughts, observations, or ideas during research sessions. Use when the user types /note or wants to capture a quick thought without context-switching. Logs timestamped notes to activity.md. Supports both explicit /note command and natural language like "make a note" or "jot down".

Manage SQL Server database connections with ADODB, connection pooling, and retry logic. Use this skill for robust database connectivity in the extraction pipeline.

用于梳理和可视化代码流程，生成清晰的 ASCII 流程图、数据流图和表格分析。适用于已有代码的梳理、新功能设计的说明、以及技术文档的编写。

Translation Manager for this repo: Supabase-backed translations, admin UI under /admin/translation-manager with Home live preview and click-to-select translation, Edge Functions (translations-get/admin/suggest), build-time translation pipeline, and security hardening. Use when planning or editing translation manager UI, Supabase schema/migrations, translation scripts (seed/pull), Edge Functions, translation auth, or troubleshooting translation data/AI suggestions.

Build self-hosted speech-to-text APIs using Hugging Face models (Whisper, Wav2Vec2) and create LiveKit voice agent plugins. Use when building STT infrastructure, creating custom LiveKit plugins, deploying self-hosted transcription services, or integrating Whisper/HF models with LiveKit agents. Includes FastAPI server templates, LiveKit plugin implementation, model selection guides, and production deployment patterns.

Production deployment and operationalization of AI agents on Databricks. Use when deploying agents to Model Serving, setting up MLflow logging and tracing for agents, implementing Agent Evaluation frameworks, monitoring agent performance in production, managing agent versions and rollbacks, optimizing agent costs and latency, or establishing CI/CD pipelines for agents. Covers MLflow integration patterns, evaluation best practices, Model Serving configuration, and production monitoring strategies.

API security checklist for reviewing endpoints before deployment. Use when creating or modifying API routes to ensure proper authentication, authorization, and input validation.

Complete GitHub integration for repositories, issues, PRs, workflows, and security. Use when working with GitHub: (1) Repository operations - get/create files, branches, search code, (2) Issue management - list, create, update, comment on issues, (3) Pull requests - create, review, merge PRs, check CI status, (4) GitHub Actions - list workflows, view runs, download logs, trigger workflows, (5) Code security - Dependabot alerts, code scanning, secret scanning. Requires GITHUB_TOKEN environment variable with appropriate scopes.

Conduct deep academic research for philosophy, neuroscience, cognitive science, and theoretical computer science (computability, complexity, AI theory, logic). Use when user asks to: research academic topics, find scholarly papers, conduct literature reviews, analyze citations, synthesize research findings, explore philosophical arguments, investigate consciousness/cognition, study computability/decidability/Turing machines, or analyze academic debates. Triggers on: 'research papers', 'literature review', 'academic sources', 'scholarly articles', 'philosophy of mind', 'computability theory', 'neuroscience studies', 'find papers on', 'what does the research say'.

Find and fix security issues before they become incidents. Vulnerability scanning, SBOM generation, supply chain security, and secure authentication workflows.

Concise, structured summaries of news articles (~30 sec read time). Captures key points, context, bias/gaps, and open questions. Use when user shares article URL or asks to summarize news content.

Complete patterns for creating and managing Helm charts: chart structure, templates, values, dependencies, and deployment workflows for packaging Kubernetes applications.

End-to-end testing with Playwright. Use when writing E2E tests, implementing page objects, setting up test fixtures, handling authentication in tests, adding visual regression testing, or configuring E2E tests for CI. Covers when to use E2E vs integration tests, critical path identification, page object pattern, test isolation, and CI considerations.

Use PROACTIVELY when enforcing TDD red-green-refactor, setting up test infrastructure, configuring coverage gates, or implementing the Testing Trophy model. Installs git hooks, npm scripts, and CLAUDE.md configuration to enforce test-first development. Supports coverage thresholds and test distribution analysis. Not for prototypes or projects without test requirements.

Use this skill when building Model Context Protocol (MCP) servers on Cloudflare Workers. This skill should be used when deploying remote MCP servers with TypeScript, implementing OAuth authentication (GitHub, Google, Azure, etc.), using Durable Objects for stateful MCP servers, implementing WebSocket hibernation for cost optimization, or configuring dual transport methods (SSE + Streamable HTTP). The skill prevents 15+ common errors including McpAgent class export issues, OAuth redirect URI mismatches, WebSocket state loss, Durable Objects binding errors, and CORS configuration mistakes. Includes production-tested templates for basic MCP servers, OAuth proxy integration, stateful servers with Durable Objects, and complete wrangler.jsonc configurations. Covers all 4 authentication patterns: token validation, remote OAuth with DCR, OAuth proxy (workers-oauth-provider), and full OAuth provider implementation. Self-contained with Worker and Durable Objects basics. Token efficiency: ~87% savings (40k → 5k tokens).

Comprehensive incident root cause analysis skill for distributed systems. Analyzes logs, metrics, and traces to identify cascading failures, resource contention, and root causes through systematic anomaly detection, timeline correlation, and evidence-based hypothesis testing.

This skill should be used when the user wants to review a technical specification document, especially multi-file specs with appendices. It checks for consistency, completeness, clarity, and identifies opportunities for simplification and removal of unnecessary complexity.

Écrit un court segment fictionnel immersif pour l'Acte IV d'un épisode NEW TEMPS X. Utilise ce Skill quand tu dois créer une scène fictionnelle qui illustre les implications d'un sujet scientifique, faire ressentir plutôt qu'expliquer, ou créer une résonance émotionnelle à travers la fiction.

Run integration tests validating cross-component requirements and system behavior. Executes BDD scenarios, API tests, and end-to-end tests. Use to validate integrated system or as pre-deployment quality gate.

Guide for using Docker - a containerization platform for building, running, and deploying applications in isolated containers. Use when containerizing applications, creating Dockerfiles, working with Docker Compose, managing images/containers, configuring networking and storage, optimizing builds, deploying to production, or implementing CI/CD pipelines with Docker.