claude-plugin-audit
Audits Claude Code plugins for structure, quality, and best practices. Use when validating plugins, checking plugin health, or before publishing.
claude-hooks
This skill should be used when creating hooks, automating workflows, or when "PreToolUse", "PostToolUse", "hooks.json", "event handler", or "create hook" are mentioned.
claude-config
This skill should be used when configuring Claude, setting up MCP servers, or when "settings.json", "claude_desktop_config", "MCP server", or "Claude config" are mentioned.
claude-commands
This skill should be used when creating slash commands, writing command files, or when "/command", ".claude/commands", "$ARGUMENTS", or "create command" are mentioned.
claude-agents
This skill should be used when creating agents, writing agent frontmatter, configuring subagents, or when "create agent", "agent.md", "subagent", or "Task tool" are mentioned.
check-status
This skill should be used when checking project status, starting sessions, reviewing activity, or when "sitrep", "status report", or "what's changed" are mentioned.
bun-dev
This skill should be used when working with Bun runtime, bun:sqlite, Bun.serve, bun:test, or when "Bun", "bun:test", or Bun-specific patterns are mentioned.
architecture
This skill should be used when designing systems, evaluating architectures, making technology decisions, or planning for scale. Provides technology selection frameworks, scalability planning, and architectural tradeoff analysis.
ai-sdk
This skill should be used when building AI features with Vercel AI SDK, using useChat, streamText, or generateObject, or when "AI SDK", "streaming chat", or "structured outputs" are mentioned.
stack-templates
Templates for creating handlers, CLI commands, MCP tools, and daemon services following Outfitter Stack conventions. Use when scaffolding new components, creating handlers, adding commands, or when "create handler", "new command", "add tool", "scaffold", "template", or "daemon service" are mentioned.
stack-review
Audits code for Outfitter Stack compliance including Result types, error handling, logging patterns, and path safety. Use for pre-commit reviews, code quality checks, migration validation, or when "audit", "check compliance", "review stack", or "stack patterns" are mentioned.
which-tool
This skill should be used when choosing CLI tools, a tool seems slow, or when "best tool", "which tool", or "tool alternatives" are mentioned.
tdd
This skill should be used when implementing features with TDD, writing tests first, or refactoring with test coverage. Applies disciplined Red-Green-Refactor cycles with TypeScript/Bun and Rust tooling.
subagents
This skill should be used when coordinating agents, delegating tasks to specialists, or when "dispatch agents", "which agent", or "multi-agent" are mentioned.
software-craft
This skill should be used when making design decisions, evaluating trade-offs, assessing code quality, or when "engineering judgment" or "code quality" are mentioned.
skills-workflows
Design multi-skill workflow systems with artifact-based state handoff. Use when building skill pipelines, sequenced workflows, or when "workflow system", "skill pipeline", "state handoff", or "artifacts" are mentioned.
skills-discovery
Find and evaluate community skills, plugins, and marketplaces. Use when searching for existing skills, evaluating safety, or when "find skill", "discover plugin", "community skills", or "marketplace" are mentioned.
skills-dev
This skill should be used when creating skills, writing SKILL.md files, or when "create skill", "new skill", "validate skill", or "SKILL.md" are mentioned. Covers cross-platform Agent Skills specification.
simplify
This skill should be used when evaluating complexity, planning features, or when "over-engineering", "simpler", "is this overkill", or "keep it simple" are mentioned.
session-analysis
This skill should be used when analyzing conversation patterns, identifying frustration or success signals, or when "analyze conversation", "what went wrong", or "patterns" are mentioned.
typescript-dev
This skill should be used when writing TypeScript, eliminating any types, implementing Zod validation, or when strict type safety is needed. Covers modern TS 5.5+ features and runtime validation patterns.
trails
This skill should be used when creating session handoffs, logging research findings, or reading previous trail notes. Triggers include "handoff", "session continuity", "log note", "trail notes", or when ending a session.
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
VLM
Implement vision-based AI chat capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to analyze images, describe visual content, or create applications that combine image understanding with conversational AI. Supports image URLs and base64 encoded images for multimodal interactions.
TTS
Implement text-to-speech (TTS) capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to convert text into natural-sounding speech, create audio content, build voice-enabled applications, or generate spoken audio files. Supports multiple voices, adjustable speed, and various audio formats.
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
LLM
Implement large language model (LLM) chat completions using the z-ai-web-dev-sdk. Use this skill when the user needs to build conversational AI applications, chatbots, AI assistants, or any text generation features. Supports multi-turn conversations, system prompts, and context management.
frontend-design
Transform UI style requirements into production-ready frontend code with systematic design tokens, accessibility compliance, and creative execution. Use when building websites, web applications, React/Vue components, dashboards, landing pages, or any web UI requiring both design consistency and aesthetic quality.
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
Video Generation
Implement AI-powered video generation capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to generate videos from text prompts or images, create video content programmatically, or build applications that produce video outputs. Supports asynchronous task management with status polling and result retrieval.
web-search
Implement web search capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to search the web, retrieve current information, find relevant content, or build applications with real-time web search functionality. Returns structured search results with URLs, snippets, and metadata.
image-generation
Implement AI image generation capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to create images from text descriptions, generate visual content, create artwork, design assets, or build applications with AI-powered image creation. Supports multiple image sizes and returns base64 encoded images. Also includes CLI tool for quick image generation.
web-reader
Implement web page content extraction capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to scrape web pages, extract article content, retrieve page metadata, or build applications that process web content. Supports automatic content extraction with title, HTML, and publication time retrieval.
ASR
Implement speech-to-text (ASR/automatic speech recognition) capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to transcribe audio files, convert speech to text, build voice input features, or process audio recordings. Supports base64 encoded audio files and returns accurate text transcriptions.
macbook-desktop-mode
Configure a MacBook as an always-on-AC desktop workstation with USB device resilience, battery longevity, and self-healing audio device monitoring. Covers charge limits, sleep optimization, powered USB hub with uhubctl, and the AudioDeviceMonitor Swift guardian (state machine + wake detection + heartbeat + recovery cascade + Telegram notification). Use whenever the user mentions desktop mode, always on AC, charge limit, battery longevity, USB device disappearing, sleep settings, powered hub, thermal management, or USB microphone dead after sleep. Do NOT use for general macOS troubleshooting unrelated to the desktop workstation pattern.
ml-data-pipeline-architecture
Patterns for efficient ML data pipelines using Polars, Arrow, and ClickHouse. TRIGGERS - data pipeline, polars vs pandas, arrow format, clickhouse ml, efficient loading, zero-copy, memory optimization.
ml-failfast-validation
POC validation patterns to catch issues before committing to long-running ML experiments. TRIGGERS - fail-fast, POC validation, preflight check, experiment validation, schema validation, gradient check, sanity check, smoke test.
mlflow-python
MLflow experiment tracking via Python API. TRIGGERS - MLflow metrics, log backtest, experiment tracking, search runs.
project-directory-migration
Migrate Claude Code project sessions when renaming directories. TRIGGERS - directory rename, move project, migrate sessions, project path change, workspace reorganization, rename folder.
pueue-job-orchestration
Manage long-running jobs and batch processing with pueue queue orchestration, CLI telemetry, and companion monitoring tools (noti, ntfy, mprocs, task-spooler). Use whenever the user wants to queue a job, run tasks on bigblack or littleblack, manage long-running processes, do batch processing, set up pueue callbacks or priorities, get notified when jobs finish (noti/ntfy), watch multiple processes (mprocs), or needs GPU workstation job management. Also use for cache population tasks that run in the background. Do NOT use for simple foreground shell commands that complete quickly or for job scheduling via cron/launchd.
python-logging-best-practices
Python logging with loguru and platformdirs. TRIGGERS - loguru, structured logging, JSONL logs, log rotation, XDG directories.
python-memory-safe-scripts
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session-chronicle
Session log provenance tracking. TRIGGERS - who created, trace origin, session archaeology, ADR reference.
session-debrief
Analyze Claude Code sessions in three expert modes — Handoff Document (exhaustive context extraction for the next developer or session), Error Forensics (complete inventory of warnings and errors Claude ignored or deferred), and Chronological Summary (dense technical timeline with key outcomes). Use when the user wants a session handoff, asks what happened, wants to know what errors were missed or ignored, requests a retrospective or debrief, mentions session history or session analysis, or wants to understand past work in the current repo. Do not use for live debugging or code review.
session-recovery
Diagnose and recover Claude Code session issues including missing conversations, corrupted sessions, and session file problems. Use whenever the user sees 'No conversations found to resume', sessions appear in wrong locations, or session files are missing or corrupted. Do NOT use for general Claude Code configuration or for issues unrelated to session persistence and recovery.
worktree-manager
Create alpha-forge git worktrees with auto branch naming. TRIGGERS - create worktree, new worktree, alpha-forge worktree.
academic-pdf-to-gfm
Convert academic PDF papers to GitHub-renderable GFM markdown with inline figures and correctly formatted math equations. Use this skill when converting research papers, technical reports, or math-heavy PDFs for display on GitHub or GitLab. Also use it when GFM math equations are broken or not rendering on GitHub, when someone asks about the $$-vs-```math decision, when equations look garbled on GitHub, when KaTeX validation is needed, or when investigating why LaTeX renders locally but not on GitHub. Also use when comparing GitHub vs GitLab math rendering, when asking about self-hosting GitLab for math documents, or when looking for a platform that requires less LaTeX workarounds. Covers PDF type detection (Word vs LaTeX vs scanned), tool selection (pymupdf4llm/pdftotext/marker-pdf), image extraction, GitHub math rendering rules ($$-vs-```math decision), GitLab native math support (no workarounds needed), KaTeX validation, and multi-agent adversarial equation verification.
ascii-diagram-validator
Validate ASCII diagram alignment in markdown. TRIGGERS - diagram alignment, ASCII art, box-drawing diagrams.
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