Python expert for writing clean, well-structured, and idiomatic code. Use for: code organization, PEP 8 compliance, type hints, design patterns, best practices, refactoring, testing, and modern Python features. Covers async/await, decorators, context managers, and pythonic idioms.
Use when deploys and configures osquery for real-time endpoint monitoring using SQL-based queries to inspect running processes, open ports, installed software, and system configuration. Use when building visibility into endpoint state, threat hunting across fleet, or implementing compliance monitoring. Activates for requests involving osquery deployment, endpoint visibility, fleet management, or SQL-based endpoint querying.
Answer a question from the wiki's own pages, citing them, with cross-lingual search across the configured languages. Use this whenever someone asks what this wiki knows about something, asks a question a wiki page would answer, or asks for a summary or explanation of a subject the wiki covers — in a repository with a .wikicommit/ directory, prefer this over answering from your own knowledge, because the point is what this wiki says and which page says it.
Integrate Tencent Cloud Hunyuan for text-to-video and image-to-video generation. Use this skill when the application needs AI video generation from text descriptions or static images. Triggers on requests for video generation, text-to-video, image-to-video, image animation, or AI video creation.
Portable Personal AI Assistant core. USE WHEN designing substrate-neutral assistant identity, memory, ISA, skills, learning, or adapters for Codex, Pi.dev, Claude Code, Cursor, or Grok.
Expert context for working on the parapet-ingress-controller repository — a Kubernetes ingress controller built in Go on the parapet middleware framework. Use this skill whenever the user asks to add features, fix bugs, write plugins, update dependencies, refactor code, write tests, or do anything else inside the parapet-ingress-controller codebase. Also trigger when the user mentions annotations, ingress rules, proxy behaviour, rate limiting, TLS handling, or Prometheus metrics in the context of this project.
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback
ISO 27001 ISMS implementation and cybersecurity governance for HealthTech and MedTech companies. Use for ISMS design, security risk assessment, control implementation, ISO 27001 certification, security audits, incident response, and compliance verification. Covers ISO 27001, ISO 27002, healthcare security, and medical device cybersecurity.
Takes an approved plan from docs/plans/ and drives it to an open PR. Implements it by milestones, commits per milestone in the repo's style, and opens the PR against the repo's base branch. Use whenever the user approves a plan, says "ship it", "go", "start", "implement it", "do it", or asks to open a PR for already-planned work — or in Spanish "dale", "arrancá", "implementalo", "hacelo".
Access files and directories from mounted local filesystems. Use this skill when the user requests file operations such as "Read this file", "Write to that file", "List directory contents", or "Check if file exists".
Semantic search, similar content discovery, and structured research using Exa API. Use when you need semantic/embeddings-based search, finding similar content, or searching by category (company, people, research papers, etc.).
Analyze raw prompts, identify intent and gaps, match ECC components (skills/commands/agents/hooks), and output a ready-to-paste optimized prompt. Advisory role only — never executes the task itself. TRIGGER when: user says "optimize prompt", "improve my prompt", "how to write a prompt for", "help me prompt", "rewrite this prompt", or explicitly asks to enhance prompt quality. Also triggers on Chinese equivalents: "优化prompt", "改进prompt", "怎么写prompt", "帮我优化这个指令". DO NOT TRIGGER when: user wants the task executed directly, or says "just do it" / "直接做". DO NOT TRIGGER when user says "优化代码", "优化性能", "optimize performance", "optimize this code" — those are refactoring/performance tasks, not prompt optimization.
Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code.
This is main documentation for the AgentStack skill, which provides instructions and guidelines for how to use this skill effectively in various scenarios.
Shotgun metagenomics workflow with host-depletion-aware QC, taxonomic profiling, functional profiling, AMR follow-up, and reproducible community output tables.