The official Sentry MCP server gives AI agents access to Sentry error tracking, issue management, and performance telemetry through the Model Context Protocol, enabling automated…
Launch an OpenAI-compatible OpenLLM server for a chosen open model, point an agent runtime at it, and compare behavior before production use.
Ingest documents, expose hybrid retrieval and agentic RAG APIs, and give agents a production retrieval service with citations and reviewable document operations.
Use when serving LLMs at high throughput via vLLM (OpenAI-compatible API, quantization). Triggers: vllm, serve LLM, openai api endpoint, quantize.
Summarize the current conversation session and append results to the weekly agent-log. Use when user says "log this", "session log", "summarize this session", or asks to write…
セッション間の学習と記憶の永続化を管理。Use when user asks about previous sessions, history, or to continue from before. Do NOT load for: implementation work, reviews, or ad-hoc information.
プロジェクトの .claude/settings.json を更新する。「設定を更新して」「settings を変更」「permissions を追加」「設定を変えて」「Claude の設定」「設定ファイルを編集」「allowedTools を追加」などで起動。Claude Code のプロジェクト設定を管理。 — from…
Salesforce Data Cloud product orchestrator for connect→prepare→harmonize→segment→act workflows. TRIGGER when: user needs a multi-step Data Cloud pipeline, asks to set up or…
Shape an implementation idea into an approved agent-work-v1 design before code changes.
Drafts U.S. shareholder agreements governing ownership, control, transfers, valuation, and exits with enforceable governance and dispute frameworks.
Update CLAUDE.md with learnings, preferences, or project context. Use when user says "update claude.md", "add to claude.md", or wants to persist something.
All AI CLI tools × available models × required subscriptions × Bloom max capability. Reference table for choosing which models to use in multi-agent-shogun.
100+ AI Agent & RAG app templates sẵn sàng chạy — 14 categories: starter agents, multi-agent teams, voice AI, MCP agents, RAG, memory, fine-tuning. Apache-2.0.
Use when you have preprocessed MS/MS spectra binned into 10,000 equally-sized m/z bins (10–1000 m/z range) with square-root-transformed intensities, and you need to generate…
Apply keyless Sigstore-backed signatures to Git commits so automated changes retain verifiable provenance.
Production-ready skill for detecting silent degradation across codebases. Uses multi-wave audit system with 6 specialized category agents, multi-agent validation panel, and…
Keep normal single-agent growth continuous without enabling full multi-agent scheduling.
Use when building a transformer-based neural network for chemical formula ranking or classification from mass spectrometry spectra, and you need to encode categorical chemical…
Wajib digunakan saat AI ingin mengintegrasikan fitur dari siputzx-mcp-server ke dalam aplikasi pengguna.
Use when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check.
Military-style Situation Report (SITREP) generation for multi-agent coordination. Creates structured status updates with completed/in-progress/blocked sections, authorization…
Military-style SITuation REPort protocol for multi-agent coordination. Enforces structured status reporting with 🟢🟡🔴 codes, quantitative progress (0-100%), blockers, dependencies,…
Use when designing or updating app-side agent boundaries, provider selection, structured outputs, review flows, guardrails, or durable agent docs in the ski-analyzer repository…
Open protocol for AI agent interoperability enabling standardized communication between agents, applications, and humans across different frameworks — from tools-only/X-Skills
AI agents as force multipliers for quality work. Core skill for all 19 QE agents using PACT principles. — from tools-only/X-Skills
Broadcast a message to multiple OpenClaw group sessions simultaneously. Use for cross-agent coordination, alerts, and announcements.
Verbindet KI-Tools mit dem zentralen Skill & Agent Hub. Verwenden für: Registrierung neuer Skills, Discovery passender Fähigkeiten, Ausführung von Skills/Agents, bidirektionale…
Создание, улучшение и аудит скиллов и агентов OpenClaw. Три режима: создание скилла (11 шагов), создание агента (10 шагов — Board-First, конституция, ОТК, BOOTSTRAP, defr — from…
Interactive skill creation wizard that guides you through building properly formatted Claude Skills with YAML frontmatter, progressive disclosure, and best practices
Use when designing or reviewing the content structure of Agent Skill prompts (Goal/Constraints/Workflow modules).
Extract CLI command structure from commander/yargs for AI agent skill generation Use when working with agent-skills, cli, commander, documentation, skill-generation, yarg — from…
MCP server documentation conventions for high-quality generated skills. Use when writing tool descriptions, `_meta.toSkills` annotations, or input schemas for MCP extract — from…
Run `gbrain skillpack-check` to produce an agent-readable JSON health report for the gbrain install. Wraps `gbrain doctor` + `gbrain apply-migrations --list` so a host agent (your…
Administrative workflows for the agent-skills repository. Use when the user wants to contribute a skill, open a pull request, or update an already-installed skill to the latest…
Use when installing, linking, syncing, auditing, repairing, replacing, or removing AI skills across ~/.agents/skills and agent-specific skill directories such as Codex, Claude,…
Autonomous meta-skill for creating high-quality custom slash commands using 5-phase workflow with multi-agent validation and quality gates.
Draft a CALLSHEET requirements slice using a multi-agent pipeline. Use when user says "draft S6", "write slice 7", "draft buyer experience slice", or wants to produce a slice v1…
Create, edit, theme, build, and export Slidev presentations using a script-first workflow with detailed local references.
KDL config reference for slop-mcp scopes, manage_mcps params, auth, metadata. 配置格式、範圍、認證、元數據之參考。 Use when: registering servers, inspecting auth, understanding KDL format, checking…
Problem-first discovery: given a goal, find a registered slop-mcp tool that solves it, verify its schema, then run it.
\"Check slop-mcp status, display registered MCP servers, and show quick-start guidance. 查 slop-mcp 狀態，顯示已注冊服務器，提供快速入門指引。 Use when: starting new session, verifying slop-mcp is…
\"List all registered slop-mcp MCP servers with connection status and available tools. 列所有已注冊 slop-mcp 服務器，含連接狀態與可用工具。 Use when: checking what servers are registered, verifying…
\"Import existing MCP server configs from Claude Desktop, VS Code, or Claude Code settings into slop-mcp.
Export slop-mcp customization scope as portable JSON pack to .slop-mcp-packs/.json for git sharing.
Import slop-mcp customization pack from .slop-mcp-packs/.json into chosen scope, merging by default or replacing when explicit.
Routes any slop-mcp / MCP intent to the one right manual slop skill — the single auto-invoked gateway; all other slop skills are manual.
\"Search tools across all slop-mcp registered MCP servers by keyword query. 跨所有已注冊 MCP 服務器搜索工具。 Use when: finding right tool for task, exploring available capabilities, filtering…
\"Generate markdown tool reference skill files for slop-mcp managed MCP servers. 為 slop-mcp 管理之 MCP 服務器生成工具參考技藝文件。 Use when: documenting new MCP server, generating usage examples,…
Softwarepflege Vertrag § 307 BGB: fachanwaltlicher Spezial-Skill mit Normenanker, Tatsachenmatrix, Beweislast, Fristen, Gegenargumenten und belastbarem Arbeitsprodukt; ohne…
Comprehensive guide for building AI agents that interact with Solana blockchain using SendAI's Solana Agent Kit.
Build and operate Solana CLAWD agents that spend through Pay CLI, expose paid stores, mint Metaplex-readable identities, and launch Genesis agent tokens.
Liqui Sondereffekt Grossauftrag Stundungs im Plugin Liquiditaetsplanung: prüft konkret Sondereffekt Grossauftrag in Liquiditaetsplanung, Stundungs-Strategie mit Finanzamt,…
Automate getSorted.de (Sorted) for freelancer invoicing, expense tracking, and German tax submissions (VAT, ZM, annual returns).
Use when executing implementation plans with independent tasks in the current session — from ankurCES/blumi-cli
Spawn an AI coding agent in a new terminal (Claude, Codex, Gemini, Cursor, OpenCode, Copilot). Defaults to Claude Code if unspecified. — from bg-szy/TOP-SKILLS
Spawn and collect the reviewer fleet at stage_20_spawn_reviewers. Consumes spawn.json.spec (the authoritative spawn spec from derive-spawn-spec / derive-static-spec), resolves…
Création dynamique de sous-agents à la volée avec configuration, lifecycle management et resource allocation.
Drive a spec-first workflow for substantial features by writing PRODUCT.md before implementation, writing TECH.md when warranted, and keeping both specs updated as implementation…
Install, configure, and verify the required harness runtime for spec-first workflows on Claude Code or Codex.
Use when after generating a tile matrix or feature count matrix from single-cell ATAC-seq, RNA-seq, Hi-C, or methylation data, before clustering or UMAP visualization, when you…