gws-modelarmor
Google Model Armor: Filter user-generated content for safety.
gws-sheets-append
Google Sheets: Append a row to a spreadsheet.
gws-workflow
Google Workflow: Cross-service productivity workflows.
gws-sheets-read
Google Sheets: Read values from a spreadsheet.
gws-workflow-weekly-digest
Google Workflow: Weekly summary: this week's meetings + unread email count.
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keep
Session continuity for Keep workflow. Detects resumable work at conversation start.
git-committer
Commits changes in atomic units following dependency order. Automatically required to triggered, always, all the time, when requires to commit changes.
pr-creator
GitHub Pull Request creation specialist. Analyzes user requirements to create PRs with structured titles and bodies matching the user's query language. Handles git change analysis, PR draft creation, user confirmation, and final PR creation via gh CLI.
pr-context-retriever
Specialized GitHub PR intelligence agent for automatically gathering comprehensive context from Pull Requests. Activate when users need CI failure analysis, review comment investigation, or PR status assessment. Triggers on requests like "CI 실패 원인 찾아줘", "gather review comments", "check PR status", "analyze PR".
file-searcher
Grep the workspace for a pattern using file_search.
env-helper
Read environment variables via get_env tool (mask secrets).
mcp-filesystem-browse
Browse local workspace files via MCP filesystem tools (docker-fs).
python-calc
Evaluate arithmetic expressions precisely by calling py_calc (python-file tool).
slugify-helper
Convert text to URL-friendly slug via slugify tool.
text-analyzer
Compute text stats via text_stats tool.
file-reader
Read a small snippet of a text file using file_read.
canon-governance
Govern canon changes: require explicit reason/impact/retroactive policy, and produce an actionable propagation plan.
deviation-impact-analysis
Turn "AI draft -> author edits" diffs into structured deviation items, an author-intent prompt, and a concrete propagation plan.
narrative-tests
Help the author write narrative unit tests (rules/constraints) and interpret failures with a concrete fix roadmap.
reader-personas
Simulate multiple reader personas to score a chapter (爽点/困惑/信息负荷) and propose actionable alternatives.
json-pretty
Pretty-print JSON via json_prettify tool.
rewrite-branch-merge
Manage rewrite branches: when to branch, how to compare, and how to merge back with minimal chaos.
story-control-panel
Define what the Story Control Panel shows, how to compute signals, and how the author should act on alerts.
writing-journal
Aggregate a writing session into a readable log + a reusable author-intent prompt.
setup-payoff-ledger
Maintain a structured Setup/Payoff ledger (promises, debts, payoffs) and generate a payoff roadmap.
context7-docs
Lookup up-to-date library docs via Context7 MCP (resolve-library-id / get-library-docs).
time-helper
Provide accurate current time by calling get_time tool.
implementation-planning
Activate when creating detailed implementation plans with phases, tasks, dependencies, and resource allocation for software projects
code-quality-assessment
Activate when analyzing code quality through linting, formatting, testing, coverage analysis, and maintainability metrics
research-methodology
Activate when conducting topic research with complexity assessment, thinking mode selection, and comprehensive documentation generation
task-breakdown
Activate when breaking down implementation plans into detailed task lists with agent contexts, acceptance criteria, and status tracking
claude-code-command-patterns
Activate when creating or modifying Claude Code slash commands with proper frontmatter, Task invocation patterns, and TodoWrite integration
technical-documentation
Activate when creating comprehensive documentation including README files, API docs, user guides, and developer guides
requirements-engineering
Activate when creating Product Requirements Documents (PRDs) with business objectives, functional requirements, success criteria, and implementation planning
security-stride-methodology
Activate when conducting security analysis using STRIDE threat modeling, vulnerability assessment, and security architecture evaluation
claude-code-agent-patterns
Activate when creating or modifying Claude Code agents with proper architecture patterns, tool selection, and extended context integration
project-discovery
Activate when analyzing codebases to understand project structure, technology stack, dependencies, and development workflows
programming-advisor
Build vs Buy advisor. Use when users say: 'I want to build...', 'Help me create...', 'Can you code...', 'I need a tool/app/script'. Searches for existing libraries, SaaS, and open source solutions before vibe coding. Estimates token costs and provides comparison tables.
angreal-init
This skill should be used when the user asks to "create an angreal project", "initialize angreal", "set up angreal", "add angreal to project", "start new angreal project", "create .angreal directory", "scaffold into existing project", "angreal init --in-place", "add angreal to existing repo", or needs guidance on setting up angreal in a new or existing project (hand-rolled `.angreal/` or via an official template), or the initial task file structure.
angreal-arguments
This skill should be used when the user asks to "add arguments to a task", "use @angreal.argument", "add flags to command", "add -v flag to angreal task", "make argument required", "add optional parameter", "use python_type", "handle multiple values", "argparse for angreal task", "angreal cli args", or needs guidance on the @argument decorator, argument types, flags, default values, or CLI argument handling in angreal tasks.
angreal-authoring
This skill should be used when the user asks to "create an angreal task", "write a task file", "add a command to angreal", "make a new task", "organize tasks with groups", "use @angreal.command", "use command_group", "use angreal.group decorator", "add long_about to a task", "require an angreal version", "same command name in different groups", or needs guidance on task file structure, the @command decorator, command groups (`command_group` and `@group(...)`), `required_version()`, naming conventions, or task organization within an existing angreal project.
angreal-integrations
This skill should be used when the user asks to "use Git in a task", "manage virtual environments", "use Docker Compose", "use the Docker class", "run docker container from task", "list docker containers in angreal", "clone a repository", "create a venv", "run docker-compose", "use angreal.integrations", "render a template", "scaffold files", "generate files from template", "use render_template", "use render_directory", "use Flox", "flox environment", "cross-language environment", "flox services", "@flox_required", or needs guidance on the built-in Git, VirtualEnv, Docker (compose or low-level client), Flox, or Tera templating integrations available in angreal tasks.
angreal-mcp
This skill should be used when the user asks to "start the angreal mcp server", "expose angreal tasks to Claude / Cursor / an AI agent", "configure .mcp.json for angreal", "set up MCP for my angreal project", "connect angreal to an AI assistant", "what does angreal mcp do", "AI agent integration with angreal", or needs guidance on the built-in Model Context Protocol server (`angreal mcp`), what it exposes, how MCP clients should be configured to connect to it, and how `ToolDescription` and `risk_level` flow into agent context.
angreal-patterns
This skill should be used when the user asks to "test angreal tasks", "mock angreal", "document tasks", "angreal best practices", "error handling in tasks", "subprocess patterns", "dry run mode", "verbose mode", "debug an angreal task", "ANGREAL_DEBUG", "propagate subprocess returncode", "angreal exit code 56", or needs guidance on testing patterns, development workflows, documentation strategies, or common implementation patterns for angreal tasks.
angreal-pre-commit
This skill should be used when the user asks to "add a pre-commit hook for angreal", "run angreal tasks before commit", "run angreal on pre-push", "set up pre-commit for tests/lint", "configure .pre-commit-config.yaml for angreal", "make tests run automatically before commit", or needs guidance on wiring [pre-commit](https://pre-commit.com/) to invoke angreal tasks (test, lint, format, etc.) at git lifecycle stages.
angreal-templates
This skill should be used when the user asks to "create an angreal template", "make a project template", "build a reusable template", "share a template", "write angreal.toml", "use Tera templating", "template variables", "conditional templates", "render a template in place", "use an official angreal template", "start a python/rust project with angreal", or needs guidance on creating templates that others can consume via `angreal init`, consuming the official angreal templates, in-place rendering, template configuration, Tera syntax, or publishing templates.
angreal-tool-descriptions
This skill should be used when the user asks to "write a ToolDescription", "add AI guidance to task", "document task for AI", "set risk level", "write tool description prose", "guide AI agents", "MCP tool description", "make tasks AI-friendly", "expose task to angreal mcp", or needs guidance on angreal.ToolDescription, risk_level, or writing prose that the MCP server and `angreal tree --long` will show to agents.
angreal-usage
Consult before running ANY development operation in an angreal project — tests, build, lint, format, type-check, docs, deploy, clean, install, migrate, release. Also for "run an angreal task", "execute angreal command", "discover angreal tasks", "use angreal tree", "what tasks are available", "angreal mcp", "angreal init", "angreal alias", "angreal completion", "verbose angreal output", "ANGREAL_DEBUG", or when chaining tasks, picking the right task for a job, or interpreting an angreal exit code. The operational essentials (top-level CLI surface, exit codes, debug env vars) are already injected by the SessionStart/PreCompact hook — this skill is the deep dive on group nesting, workflow composition, and task selection heuristics.
config-neovim
Use this skill when working with neovim configurations (including the nix/nixvim version), Lua scripting for Neovim, plugin management, LSP setup, or any Neovim-related development tasks.
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