merge-queue
Inspect and drain the local deferred-merge queue. Shows worktree merges that /finish deferred (transient block — e.g. the main checkout was on the source branch with WIP) and that a local launchd drainer retries until they land. Use when the user says 'merge queue', 'what merges are pending', 'drain the merge queue', or invokes /merge-queue.
next
Suggest the best next issue to work on. Considers workflow stage (Planned before Backlog), dependency graph, triage status, and what's unblocked. Optionally filters to a label — `/next specified` restricts to certified specs (what /auto runs). Use when the user says 'what's next', 'next issue', or invokes /next.
PR Title and Description Generator
Generate or update GitHub Pull Request titles and descriptions from the actual code changes in the final state. Use whenever a PR is being opened or its title/description written — when the user says 'open a PR', 'create a PR', 'make/raise/submit a PR', 'update the PR', or mentions generating or writing PR descriptions, titles, or summaries. If no PR exists yet it pushes the branch and creates one; otherwise it updates the existing open PR. Analyzes the git diff to document what's actually in the code, not just commit history.
prd
Create agent-friendly Linear tickets with PRDs, sub-issues, and clear success criteria. Use when planning features or breaking down work for agentic coding.
quality-review
Adversarial implementation review with triage and fix loop, tiered by role. Hard-gates on `pnpm check`, delegates initial discovery to the quality-reviewer agent (opus/xhigh) for categorized findings (Critical/High/Medium/Nice-to-Have/Approved), then triages and fixes findings — mechanical, prose-only, and gate-clearing fix-now items applied directly by the orchestrator, substantive fixes dispatched to sonnet-tier developer agents. Re-reviews and confirmations run on the lighter quality-verifier agent and verify the fix delta (carried as an inline diff, or as a precomputed diff file above 200 lines) rather than re-reviewing from scratch; after cycle 2 only fix regressions and Critical/High findings on the change re-arm the loop (new Mediums are filed as severity-carrying deferred items), so the loop converges when a re-review surfaces no new substantive findings (an all-prose/mechanical batch — the initial review's included — converges without a re-review at all) — with a soft ceiling of 5 cycles that drains the mechanical/prose lanes before asking the user how to proceed (in auto mode, a decreasing recent findings trend instead extends the ceiling once); option 3 of that prompt terminates with verdict `escalated-to-architect`. Autonomous mode via the `auto` token (prompts resolve to documented defaults; used by /auto via /start auto). Use when the user says 'review my work', 'check this implementation', 'adversarial review', 'quality review', or invokes /quality-review.
react-component-generator
Generates React components following established conventions. Use when creating new React components, hooks, or when refactoring existing components to match standards.
reap-worktrees
Inspect and reclaim leftover /start wt worktrees. Shows which worktrees under .claude/worktrees/ are eligible for cleanup (PR merged, branch merged, or Linear issue Canceled/Done) and which are preserved (active or abandoned-for-resumption), and can reap the eligible ones now. Use when the user says 'reap worktrees', 'clean up worktrees', 'what worktrees are leftover', 'prune worktrees', or invokes /reap-worktrees.
reflect
Continuous-improvement reflection on the just-finished session — captures generalizable lessons and reconciles stale config, then auto-applies the small/safe shared-config edits (user-level `~/.claude` targets only on the keeper's machine; project-level edits inside a /start wt worktree are check-gated and committed so they ride the issue merge) and proposes the larger ones — filing the proposals as a certified (`specified`) Linear issue (Backlog — the human plans; stage-first ranking keeps it fleet-eligible); keeper batches (any `~/.claude` target) file uncertified with `keeper` instead, since `/auto` cannot ship cross-repo config work. Three modes — session (default; reflect on this session's friction), sweep (audit a project's CLAUDE.md/rules against the actual codebase and de-duplicate), and fleet (batched post-fleet reflection over a whole run's evidence — invoked by /fleet-retro, the only scheduled reflection surface since the per-issue /quality-review tail was retired 2026-08-15). Use when the user says 'reflect', 'reflect on this session', 'what did we learn', 'reflect sweep', 'reflect fleet', 'audit the config', or invokes /reflect.
spec
Groom a Linear issue into a certified spec — research the issue and codebase context, interview the user for problem/outcomes/success criteria, rewrite the description in the canonical spec shape, and graduate it with the `specified` label that gates autonomous /auto pickup. Decision-shaped issues ("Decide X") take the decision-grade path instead — architect-backed research, a debate brief with recommendations, a recorded decision, and filed follow-ups rather than certification. With no args, surfaces the top-ranked uncertified issues (including the Triage inbox) to pick from. Interactive-only — never runs unattended. Use when the user says 'spec', 'spec next', 'groom this issue', 'certify PL-XX', 'spec the backlog', 'debate this decision issue', or invokes /spec.
standardize-tooling
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start
Start working on a Linear issue — check blockers, assign, move to In Progress, create branch, plan implementation, execute with checkpoint updates, review and triage findings. Autonomous mode via the `auto` token (skips plan approval; converts prompts to documented defaults; used by /auto). The `interactive` token (implies worktree mode) sets up the worktree and claims the issue, then hands off to the user without planning/implementing, so you can work in an isolated worktree without interfering with background `wt` agents. Use when the user says 'start issue', 'work on PL-XX', 'begin PL-XX', or invokes /start.
update
Bring this machine current — pull the latest project code and ~/.claude, then run the update script (the project's .claude/update.sh when it has one, ~/.claude/update.sh directly when it doesn't) to update Claude Code, skills, and the CLI tools. A start-of-day habit, and the first thing to try when a tool is missing or a skill behaves like an older version. Use when the user says 'update', 'update my setup', 'pull the latest', 'bring me up to date', or invokes /update.
architecture
System-level solution architecture — C4 levels (Context, Container, Component, Code), ArchiMate and UML notations, ADRs, and contracts (OpenAPI/AsyncAPI/LinkML). Use for system and solution design, architecture documentation, and architectural decision-making. Distinct from code structure inside a service (see the cosmic-python skill).
cosmic-python
Clean Architecture and Cosmic Python guidance for well-tested, layered Python systems. Use for designing Python projects with layered architecture (models, adapters, services, entrypoints), enforcing Clean Code and SOLID principles, testing strategies (unit tests, BDD, Gherkin), CI/CD setup (pytest, tox, importlinter), and architectural decision-making (ADRs). Applicable to systems requiring strict boundary enforcement, clean separation of concerns, and comprehensive test coverage.
executive-communication
Use when turning rough input into a clear, concise, persuasive executive message or analysis: a board paper, proposal, client recommendation, email or Slack note, spoken narrative, slide outline, or a strategic problem to be solved. Triggers include "structure this", "make this persuasive", "write this up for a board or client", "turn this into a recommendation", "tighten this message", or any request for McKinsey-style, Minto, SCQA, or pyramid communication. Not for casual chat or code.
semantic-consulting-coach
Use when someone running or building a semantic-technologies / data consulting business (ontologies, knowledge graphs, data governance, MDM, semantic interoperability) is thinking through a business, service-design, pricing, partnering, engagement-process, client-situation (B2B sale or B2G tender), negotiation, or executive-message decision and wants to think it through before committing, rather than have delivery work done or a quick factual answer given. Not for building delivery artefacts (an ontology, a mapping) or for generic business advice outside the semantic/data consulting domain.
Document Parser
Parse large documents into structured sections with abstracts and metadata
Skill Builder
Guide for creating new skills following best practices
Time Awareness
Provides current date/time information for temporal queries and calculations
UV Python Workflow
Use UV package manager for all Python operations instead of pip/python
Invalid-Skill
This skill has an invalid name with uppercase letters
oversized-skill
A skill with an oversized SKILL.md file for testing warnings
valid-skill
A valid test skill for testing purposes
video-editor
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k8s-installer
自動化安裝 Kubernetes 叢集的 AI Agent Skill
db-bahn
Query Deutsche Bahn train connections and prices.
qmd
Search Tim's Obsidian vault with semantic and keyword search via qmd.
decide
Decision helper — coin flip, dice roll, pick from options, Magic 8-Ball.
football
European football matches — upcoming games, results, and highlights for briefings.
Profile Creator
Knowledge engineering pipeline that transforms messy human intent and repository analysis into living operational domain profiles
Procedural Memory System
This skill should be used when the user asks to "reflect on patterns", "generate rules from sessions", "consolidate memory", "analyze session patterns", "learn procedures and workflows", "create procedural knowledge", or mentions memory consolidation, process learning, or long-term knowledge retention. Provides systematic extraction of procedures, processes, and workflows from conversational history with automatic rule generation.
documentation-query
Access official collaboration platform documentation organized by platform components, protocols, and core competencies. Use when user asks about platform capabilities, how the framework works, or when Claude Code needs to reference architecture, implementation patterns, or best practices to answer questions accurately.
Running Log
Persistent schema-driven running log with three-component architecture - quick-capture ideas, AI auto-detection, and backlog review librarian
Semantic Translation
This skill should be used when the user uses ambiguous terminology like "make it talk", "we need an api", "make it portable", "check for gaps", asks meta-questions like "am I making sense?", "does this make sense?", mentions being a "non-technical user", uses vague action verbs ("make it work", "do the thing"), mixes domain languages, uses invented terms, or when detecting semantic drift between human natural language and technical precision. Provides semantic translation, disambiguation, and domain knowledge mapping across Autogen, Langroid, MCP (Model Context Protocol), UTCP (Universal Tool Calling Protocol), FastAPI, Git/Gitflow, SRE (Site Reliability Engineering), and Memory Graphs domains. Bridges the gap between user intent and technical specificity through ontological translation.
valyu-search
Complete Valyu API toolkit with Search, Answer, Contents extraction, and DeepResearch. Use for web/academic/financial search, AI-powered answers, content extraction from URLs, and async deep research reports. Supports syntax like "Valyu(command, args)" for search, answer, contents, and deepresearch operations.
professional-senior-chrome-extension-architect-developer
Verwandelt den Agenten in einen professionellen MV3-Architekten und Entwickler mit Fokus auf AI-Integration, Sicherheit, Performance, Testing und Publishing-Compliance.
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
Kit de ferramentas abrangente para manipulação de PDFs, incluindo extração de texto e tabelas, criação de novos PDFs, mesclagem/divisão de documentos e manipulação de formulários. Quando Claude precisa preencher um formulário PDF ou processar, gerar ou analisar documentos PDF programaticamente em escala.
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
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
chezmoi
Manage dotfiles with chezmoi. Use when working with dotfiles, chezmoi templates, machine-specific configuration, syncing configs across machines, or when the user mentions chezmoi, dotfiles, or configuration management.
grading-claude-agents-md
Grades and improves CLAUDE.md (Claude Code) and AGENTS.md (Codex/OpenCode) configuration files. Use when asked to grade, score, evaluate, audit, review, improve, fix, optimize, or refactor agent config files. Triggers on 'grade my CLAUDE.md', 'score my AGENTS.md', 'is my CLAUDE.md too big', 'improve my agent config', 'fix my CLAUDE.md', 'optimize context usage', 'reduce tokens in CLAUDE.md', or 'audit my config files'. Automatically grades both files if present, generates improvement plan, and implements changes on approval.
sandbase
Access 2,000+ AI models and API tools through one MCP interface for inference, media generation, search, scraping, embeddings, social data, and structured retrieval. Use sandbase_discover before building custom integrations or declaring external data inaccessible; prefer an existing dedicated tool or API key when the user already has one.
clio-clustering
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monitor-pr-checks
Monitor GitHub PR checks until they complete. Use when the user asks to watch, monitor, or track PR checks, CI status, or wait for CI to pass.
prompting
Write processing-minimal, expressive task specifications for prompts/agents. Produces spec.md, identifies the context layer (slots + tools), then assembles a prompt anatomy (Goal/Return format/Warnings/Context/Tools).
react-best-practices
React and Next.js performance optimization guidelines from the React community. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
architecture-graph
Generate a comprehensive architecture knowledge graph documenting system components, design decisions, security posture, and operational characteristics by iteratively exploring the codebase, infrastructure, and configuration.
cringe-nudge
Review an implementation plan, architecture, or diff for places where the author is building a framework/model of some real-world reasoning or behaviour from scratch, when an established discipline (jurisprudence, argumentation theory, an empathy/interview framework, etc.) or an in-domain software pattern has already worked out the edge cases far more deeply. Produces a small set of high-bar, concretely-justified "borrow this" proposals. Use when reviewing an architecture or implementation plan, when building a new framework/interface to model some behaviour or business logic, or on request ("cringe-nudge this", "are we reinventing something here?").
graph-automation
Build the automation infrastructure for a knowledge-graph-style skill — package with SQLite build, CI workflow for rebuilds on merge, and an update mechanism that analyses PRs and propagates changes. Adapts patterns to the specific graph variant.
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