Connect an MCP-capable assistant to Google Drive search, file reads, and Google Sheets cell updates with mcp-gdrive.
Design know-how for read-only instruments (計器) — aggregate readings over stored state (distributions, compositions, cluster structure) that inform the operator before an…
Scan reagent barcodes or IDs, log expiration dates, and generate multi-level alerts before reagent expiry to support laboratory inventory management.
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement.
Rechtsabteilungs-Fachmodul für KI-Code und Trainingsdaten im Lizenzvertrag: AI-assisted coding wird mit Warranty, Audit, Indemnity und Source-Hygiene geregelt.
Build recommendation systems with collaborative filtering, matrix factorization, hybrid approaches. Use for product recommendations, personalization, or encountering cold start,…
Update the project's CLAUDE.md to match its current structure and conventions.
Wrap Claude Code, Codex, Gemini CLI, OpenClaw, or another agent command with AgentSight to capture processes, files, network destinations, prompts, and reports.
Orchestrate multi-agent collaborative document synthesis through 6 phases - Divergence, Synthesis, Commentary, Consolidation, Reality Check, Final Merge.
Remove all agent-memory references to a session, mechanism, or identifier
Use OMNI to distill noisy terminal output before coding agents read it while preserving recoverable raw logs for exact follow-up inspection.
Use rtk when an agent keeps wasting context on noisy shell output from large repos and you need smaller command responses before the model sees them.
Connect coding agents to a Token Savior MCP server for structural code navigation, persistent recall, compact command output, and token-aware project context reuse.
Use Honey to make coding agents emit less code, less prose, and denser agent-to-agent handoffs while preserving correctness boundaries.
Prüft deutsche einfache, qualifizierte, Zwischen-, Dienst- und Ausbildungszeugnisse vollständig nach dem Ampelsystem (🔴/🟠/🟢).
Refines a v1 project plan into agent-ready tasks with clear context, implementation steps, and validation criteria. Use after /plan-project has produced a v1 plan.
Agent-Selbstreflexions-Coach. Aktivieren wenn ein Agent einen Error / Tool-Failure / Exit-Code-Knall trifft. Klassifiziert in 3 Schritten (NORMAL/VERMEIDBAR/TECHNISCH) + ggf.
Synchronizes your local `~/.claude/skills/`, `~/.claude/agents/`, and `~/.claude/blueprints/` installation against the canonical Agent OS skill, agent, and blueprint library.
Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.
Discover, programmatically verify, and register a GitHub-linked AI co-author identity. Use only when attribute-ai-commits reports status missing for the current agent, or when…
Prüft vor Freigabe Vollständigkeit, Richtigkeit, Aktualitaet, Irreführungsfreiheit, Quellenstand und Plausibilitaet aller Pflichtangaben. Output Finalcheck-Protokoll.
Prüft vor Freigabe Vollständigkeit, Richtigkeit, Aktualitaet, Irreführungsfreiheit, Quellenstand und Plausibilitaet aller Pflichtangaben.
Reinforces an AI agent by turning Monte Carlo's agent-health diagnosis into code fixes. Reads the daily health report for an agent's workflows, ranks the diagnosed issues,…
Prüft Pauschalreise, Reisemangel, Abhilfe, Minderung, Kündigung, Schadensersatz und Entschädigung.
This is the required documentation for agents operating on the CloudBase Relational Database through MCP.
Relay messages to AI agents on any OpenAI-compatible API. Supports multi-turn conversations with session management. List agents, send messages, reset sessions.
Bump a plugin's version across all three host manifests (.claude-plugin, .cursor-plugin, .codex-plugin), draft a changelog entry, and prepare a release commit + tag.
Rentenantrag, Fristen und Startdatum: Antragstellung, Rückwirkung, fehlende Unterlagen, Online-/Papierweg und Zuständigkeitsfragen im Rentenpruefer.
Developer machine tool for replicating plugin source code between local project repositories. Use when you want to push plugin updates from agent-plugins-skills to a cons — from…
Audit and standardize a repository's agent-readable context, including AGENTS.md, CLAUDE.md, WARP.md, CONTRIBUTING.md, .agents/skills, and specs/ PRODUCT.md and TECH.md contracts.
Workflow pattern standards for creating multi-agent orchestrations including YAML frontmatter (name, description, tags, status, agents, parameters), execution phases…
Establish or audit a structural quality contract for any agent-operated engineering repository: app, library, CLI/tool, plugin, harness, or meta repo.
(ePost) Use when you need a full codebase overview, repo summary, or are unfamiliar with a repository structure
Transform messy prompts into well-structured, effective prompts — single or multi-agent. Use when: "reprompt", "reprompt this", "clean up this prompt", "structure my prompt",…
Use when Codex needs to diagnose, resolve, review, or document recurring agent incidents: subagent reward-hacking patterns, unsupported success claims, skipped validation, stale…
Design and run an agent-native, evidence-settled prediction market — the trust model (who proposes, trades, settles), the propose→open→settle lifecycle, machine-measurable…
Multi-agent dispatcher skill. Main agent acts as a pure coordinator — chatting with users and delegating all real work to 5 persistent sub-agents via round-robin scheduling with…
Polls IMAP inbox every 60 seconds, parses replies to agent-sent emails, dispatches actions to downstream agents.
Rates responses and plans against quality rubrics. Used for plan validation, response quality audits, and multi-agent consensus. — from oimiragieo/agent-studio
Rates responses and plans against quality rubrics. Used for plan validation, response quality audits, and multi-agent consensus. — from majiayu000/claude-skill-registry
Builds adaptive web interfaces using Flexbox, CSS Grid, and media queries with a mobile-first approach.
Run GitHub Agentic Workflow jobs behind a domain allowlist and optional API-key sidecar instead of giving repository agents broad outbound access.
Toolkit für Impulsvorträge zu Krisenfrüherkennung und StaRUG: Foliensatz-Gliederung, Talking-Points, juristische Kernbotschaften, Q-und-A-Fallnetz, Formathinweise für…
Agrégation et synthèse des résultats de multiples sous-agents en un résultat cohérent. Se déclenche avec "agréger résultats", "fusionner résultats", "combiner outputs", " — from…
Interactive setup wizard for retroscope retrospective reports. Creates or updates ~/.claude/retroscope.json and .claude-plugin/retroscope.json.
Stratégies de retry intelligentes pour sous-agents qui échouent — backoff, fallback, alternatives et recovery.
Use Hunk to keep a live terminal review UI open for agent-authored code changes, with Git, Jujutsu, Sapling, patch input, watch mode, and inline agent annotations.
Preferred agent harness patterns when not otherwise specified by the project. TRIGGER when you notice you or another agent had trouble completing work quickly and correctly and…
Detect agentic coding infrastructure in a project: CLAUDE.md, AGENTS.md, installed skills, MCP servers, hooks, and cross-tool compatibility (Claude Code and Codex CLI).
AI-agent compatibility audit. Use when evaluating whether code changes are safely readable, analyzable, and modifiable by AI agents.
Review-3 (FULL) — final adversarial review of the BUILT product via a multi-agent fan-out assuming every feature is broken until a re-run check proves it (reconciliation,…
Review bounded MCP tool schemas, names, descriptions, action annotations, initialize capabilities, elicitation modes, and portable JSON Schema edge cases.
Use when a supervisor, swarm, graph, planner-worker system, or parallel agent workflow needs review for task boundaries, shared state, branch joins, retries, cancellation, context…
Capture and inspect file reads, writes, and shell activity from coding agents so developers can audit what actually happened after a session goes sideways.
Use Performance Studio when an MCP-compatible agent needs to parse SQL Server .sqlplan files, surface performance warnings, inspect missing-index suggestions, and turn…
Use when reviewing API changes, API design, technical docs, developer experience, or repo changes through junior engineer, senior engineer, platform engineer, and AI-agent…
Use when the user wants to review AI-agent instruction files (CLAUDE.md, skills, drift-log, hooks) for pollution, duplication, dead references, contradictions, or architectural…
rhwp 를 MCP 서버(mcp-serve)로 에이전트 호스트에 붙이고 세션·무상태 도구를 고르는 통합 규약입니다. .mcp.json 등록, 세션 도구(hwp_open→hwp_doc_*→hwp_close)와 무상태 도구의 선택 기준, resources(스키마·레시피·문서) 소비, capabilities --mcp 가…
RIC operating rules for coding agents. Use for any ric-skills or ric workspace task to enforce skill retrieval, Windows PowerShell preference, non-destructive execution,…
教大模型使用 Ridge 终端内置的 MCP server 在多个终端 pane 之间调度、派发任务给 teammate agent。当你运行在 Ridge/rdg 里（环境变量含 RIDGE_TEAMMATE_URL / RIDGE_TEAMMATE_TOKEN），需要拆分 pane、把子任务委派给其它 pane 的 agent、跨 agent…