Hand off a task to Codex CLI for autonomous execution. Use when a task would benefit from a capable subagent to implement, fix, investigate, or review code.
Claude plugins marketplace setup: .claude/settings.json, GitHub Actions, plugin pinning. Use when onboarding to claude-plugins, setting up claude.yml, pinning plugins, or…
Deep Corefall BP-LEVEL closure review (BP0..BP12) with T-CAPTURE evidence, grading.json LLM-graded verdicts, Self-Play Validation Matrix, AI-Agent Self-Test Report, Universal…
Apply a simple code transform via agent-booster's WASM engine — sub-millisecond, deterministic, $0 (no LLM call). Companion to cost-booster-route.
Cert Domain 1 (27%): Agentic loops, multi-agent coordination, subagent spawning, handoff patterns, hook enforcement, task decomposition, session state.
Cert Domain 3 (20%): CLAUDE.md hierarchy, commands/skills config, path-scoped rules, plan mode vs direct execution, iterative refinement, CI/CD integration.
Split work across subagents with explicit contracts, interfaces, and merge strategies. Use when parallelizing tasks, distributing workload, or orchestrating multi-agent workflows.
Design new MCP server with interactive guidance and generate comprehensive JSON skeleton specification. 交互式引導設計新MCP服務器，生成完整JSON骨架規範。
Spawn and coordinate a pre-composed agent team from a team definition file. Reads team files from teams/, resolves agents and skills, picks the best spawning mode (peer or…
Execute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesis
Discover happy paths on a target site using agent-browser, producing structured trace JSON for deterministic test generation.
This skill should be used when the user asks to "build a RAG pipeline", "create retrieval augmented generation", "use ColBERTv2 in DSPy", "set up a retriever in DSPy", mentions…
Map a described workflow to the right ECC command-GROUP with run-order and stop condition, and browse all command-group recipe families.
Multi-agent group discussion with dynamic participant selection. Use when "party mode".
This skill should be used when the user wants Claude Code to act purely as a manager/architect while Gemini CLI does all the coding work.
Generate or edit an image from a text prompt using the Gemini API or OpenRouter (Nano Banana / gemini-2.5-flash-image, FLUX, etc.).
Generate an MCP App widget (self-contained HTML) for an MCP tool. Describe the visual you want and paste your tool's test output.
Generate a single worker task prompt using the existing CLEAR + selective CoVe task design standard and the task structure requirements used by swarm-task-planner.
Submit MCP (Model Context Protocol) servers to 50+ directories, registries, and marketplaces for maximum discoverability.
Selects the optimal LLM model and provider for each task based on complexity, cost budget, and capability requirements.
Converts any Claude Code skills repository into an official plugin marketplace. Analyzes existing skills, generates .claude-plugin/marketplace.json conforming to the Anthropic…
Wrap an MCP server as a yakOS agent so tool-side and LLM-side specialists share the same dispatch surface
Core MCP usage skill for Kusillo. Use when you need to initialize, discover, and call tools through POST /mcp with JSON-RPC 2.0.
**DEFAULT for MCP design tasks — dispatches reviewer/architect with MCP focus.**
Generate AI-written documentation for a specific directory or all undocumented directories. Creates structured READMEs optimized for both human and AI consumption, and updates the…
Scan project and report documentation coverage. Finds undocumented directories, stale manifest entries, and prioritized recommendations.
Use when executing a multi-step workflow that crosses MCP servers (e.g., GitHub PR → memory write, Calendar event → fetch context → prep brief).
Design and implement MCP gateway behavior for paid contract tools. Use when mapping ABI to tools, defining handlers, and orchestrating paid invocation pipelines.
Internal guardrail invoked by mcp-builder only. Audits MCP tool definitions that contain list_*, search_*, find_*, get_all_*, or SQL-executing operations for missing…
Audit MCP server registrations across user, project, and plugin configs — report always-on servers, duplicates, and disable recommendations
Design an MCP server's tool surface by analyzing an API and proposing interaction categories. Produces a plan consumable by /mob:swarm for implementation.
Convert legacy subagents, slash commands, and rules to the unified Agent Skills format. Use when migrating agent resources, consolidating legacy directories, or standardi — from…
Use when auditing or setting up a repository for multi-agent development across Claude Code, Cursor, and Codex — or making a repo compatible with those assistants.
Use when the user says "save state", "/mxSave", "session end", "before /compact", "wrap up", or otherwise wants to persist the current mx-project state (clean settings, update…
One repeatable pass that keeps agent-steer prose leading with the AFFORDANCE, not the prohibition. Runs `fak score negframe` over the steer-prose corpus (AGENTS.md, CLAUDE.md, the…
Orchestrates multi-agent task execution using a Royal Navy squadron metaphor — from mission planning through parallel work coordination to stand-down.
Run the full agent-team pipeline end-to-end for a single feature — branch + worktree, PM grooms a Tasks Plan, human approves the plan, inner SWE/Tester loop per task, PM…
A focused Cloud Run Admin API CLI with agent-native output, local inventory, and command discovery. Trigger phrases: `inspect Cloud Run services`, `list Cloud Run jobs`, `find…
Multi-agent PR review — component, integration, and routing analysis merged into a structured audit doc with severity and PR buckets.
Enable cross-machine Psyche context sync via a private GitHub repo (spt-agent-storage). Drives install + auth checks for the `gh` CLI, creates the repo via `gh repo create…
NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage. Handles any RAG action: deploy, install, start, enable, disable, toggle, change, configure, troubleshoot,…
Use when the user wants to create a new GitHub repository from scratch with production-ready infrastructure.
Use when auditing or polishing a repository to Tamir Cohen standards — README badges (author, version, AI targets), Makefile install/update/uninstall, docs tree, CI/CD, changelog…
Audit and fix CLAUDE.md files using a tiered binary checklist based on official Anthropic best practices and community guidelines.
Langfuse production trace를 관찰하고 품질 regression·비용 이상·실패 패턴을 자동 분석한 뒤 prompt·skill 수정안을 PR draft 형태로 제안한다.
On-demand parent-supervised delegation of a single real task to Codex TUI as a subagent — briefings, checkpoints, failure escalation, and completion evidence.
Creates Claude subagents equipped with curated skills for solving problems within DAG workflows. Use when designing a specialist subagent, selecting skills for a subagent, writing…
Write, review, debug, and explain SLANG flows. Use when creating multi-agent workflows, writing .slang files, designing agent orchestration, or when the user asks about SLANG…
Scaffold a new DovePaw background agent end-to-end. Creates agent files in ~/.dovepaw/tmp/ so the agent appears immediately in the Kiln sidebar group, ready to test.
Cross-repo migration swarm — one coordinator + N parallel subagents (one per target repo) that apply the same transformation, open PRs, wait for CI, and report back to a shared…
Use when switching between Claude Code, Cursor, and Codex mid-task without losing context — hand off work via GitHub issue Resume blocks, resume on another platform, or list…
Multi-agent debate system supporting 6 AI providers (Gemini, OpenAI, DeepSeek, Groq, Grok, Mistral)
Execute tasks through systematic exploration, pruning, and expansion using Tree of Thoughts methodology with meta-judge evaluation specifications and multi-agent evaluation
Diagnosis and repair guide for errors and failures including CI. Use when user mentions something broken, errors, it doesn't work, CI failures, CIが落ちた, build errors, test — from…
Diagnosis and repair guide for errors and failures including CI. Use when user mentions something broken, errors, it doesn't work, CI failures, CIが落ちた, build errors, test — from…
Visually verify Ghostfolio UI state using agent-browser after agent actions. Use after /uat add_activity calls to confirm the UI reflects the change.
Comprehensive MCP server management. Discovers, updates, and helps set up MCP servers with dependency detection and best practice guidance.
official-llms-txts 配下の公式ドキュメント (llms.txt / llms-full.txt) の更新差分を、人間向けの changelog / リリースノート風 Markdown として生成する。対象サイトは --site で切り替える (claude-code-docs / mcp)。詳細版を LLM…
Use when the user wants to refresh the RTK savings stats displayed on the claude-code-codex homepage.
Use when contributing to the Valkey server source - C internals, event loop, data structures, cluster, replication, persistence, memory, threading, modules, scripting, tests,…