Monstermq Broker Config
vogler75/monster-mq
Guide for configuring, deploying, and operating the MonsterMQ broker.
Recommend the right agents and skills for any task. An agent skill from aiskillstore/marketplace.
Install Tool Discovery
$ npx skills add aiskillstore/marketplace --skill tool-discovery -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace tool-discovery --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/0xdarkmatter/tool-discovery .claude/skills/tool-discovery && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "tool-discovery" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/tool-discovery into .claude/skills/tool-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-discovery", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/tool-discoveryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aiskillstore/marketplace --skill tool-discovery -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace tool-discovery --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/0xdarkmatter/tool-discovery .agents/skills/tool-discovery && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tool-discovery" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/tool-discovery into .agents/skills/tool-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-discovery", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill tool-discovery -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace tool-discovery --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/0xdarkmatter/tool-discovery .cursor/skills/tool-discovery && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tool-discovery" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/tool-discovery into .cursor/skills/tool-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-discovery", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/0xdarkmatter/tool-discovery--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill tool-discovery -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace tool-discovery --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/0xdarkmatter/tool-discovery .gemini/skills/tool-discovery && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tool-discovery" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/tool-discovery into .gemini/skills/tool-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-discovery", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aiskillstore/marketplace tool-discoveryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aiskillstore/marketplace --skill tool-discovery -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/0xdarkmatter/tool-discovery .github/skills/tool-discovery && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tool-discovery" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/tool-discovery into .github/skills/tool-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-discovery", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill tool-discovery -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace tool-discovery --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/0xdarkmatter/tool-discovery .opencode/skills/tool-discovery && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tool-discovery" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/0xdarkmatter/tool-discovery into .opencode/skills/tool-discovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tool-discovery", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
tool-discovery- GitHub stars
- 430
- Used in
- 1 other repo
- Token cost
- ~1.4k tokens
- SKILL.md length
- 503 words
- Files
- 7 (incl. scripts, references, assets)
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- MIT
At a glance
Recommend the right agents and skills for any task. An agent skill from aiskillstore/marketplace.
- What tool should I use
- SKILL.md covers Decision Flowchart, Quick Skill Reference, Quick Agent Reference and How to Launch, plus 3 more sections
- Recommend agent
- Find the right tool
What it does
Tool Discovery is an agent skill from aiskillstore/marketplace. Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use, help me choose, recommend agent, find the right tool.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts, reference files and assets (for example `reference.md`, `references/agents-catalog.md` and `references/skills-catalog.md`).
It sits in DevOps & Cloud. It works with Docker, Laravel and PostgreSQL. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified. The licence is MIT.
When your agent uses it
- What tool should I use
- Recommend agent
- Find the right tool
Example prompts
- “/tool-discovery”
Requirements
- Python 3
- Docker
- Pre-approved tools (allowed-tools): Read, Glob
What it can do on your machine
Read from SKILL.md and the folder at commit 4ac52da. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlob
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Tool Discovery loads about 1.4k tokens when it runs, and up to ~7.4k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 503 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from aiskillstore/marketplace at commit 4ac52da, republished under its MIT licence (© aiskillstore). 503 words, ~1,399 tokens.
Download SKILL.mdSave it as
.claude/skills/tool-discovery/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.- name
- tool-discovery
- description
- Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use, help me choose, recommend agent, find the right tool.
- allowed-tools
- Read, Glob
- license
- MIT
- metadata.author
- claude-mods
- metadata.related-skills
- claude-code-ops
Tool Discovery
Recommend the right agents and skills for any task.
Decision Flowchart
Is this a reference/lookup task?
├── YES → Use a SKILL (lightweight, auto-injects)
└── NO → Does it require reasoning/decisions?
├── YES → Use an AGENT (heavyweight, spawns subagent)
└── MAYBE → Check catalogs belowRule: Skills = patterns/reference. Agents = decisions/expertise.
Quick Skill Reference
| Skill | Triggers |
|---|---|
| file-search | fd, rg, fzf, find files |
| find-replace | sd, batch replace |
| code-stats | tokei, difft, line counts |
| data-processing | jq, yq, json, yaml |
| structural-search | ast-grep, sg, ast pattern |
| git-ops | git, gh, lazygit, delta, commit, PR, release, rebase |
| python-env | uv, venv, pyproject |
| go-ops | golang, go, goroutine, channel, context, errgroup, go test |
| rust-ops | rust, cargo, ownership, tokio, serde, trait, Result, Option |
| typescript-ops | typescript, type system, generics, utility types, Zod |
| docker-ops | docker, Dockerfile, docker-compose, multi-stage build |
| ci-cd-ops | github actions, CI, CD, pipeline, release, workflow |
| api-design-ops | api design, gRPC, GraphQL, REST advanced, protobuf |
| rest-ops | http methods, status codes |
| sql-ops | cte, window functions |
| postgres-ops | postgresql, postgres, EXPLAIN ANALYZE, vacuum, pgbouncer, JSONB, RLS, replication |
| sqlite-ops | sqlite, aiosqlite |
| tailwind-ops | tailwind, tw classes, dark mode, responsive |
| mcp-ops | mcp server, fastmcp, tool handler, transport |
| react-ops | react, hooks, useState, next.js, RSC, zustand |
| vue-ops | vue, composition api, pinia, nuxt, script setup |
| javascript-ops | javascript, node, esm, async/await, event loop |
| astro-ops | astro, islands, content collections, partial hydration |
| laravel-ops | laravel, eloquent, artisan, sanctum, pest |
| payloadcms-ops | payload, payload cms, headless cms, collections |
| craftcms-ops | craft, craftcms, twig, matrix fields |
| asus-router-ops | asus router, asuswrt, merlin, network hardening |
| nginx-ops | nginx, reverse proxy, ssl, load balancer, proxy_pass |
| cloudflare-ops | cloudflare, workers, KV, D1, R2, pages, wrangler, edge |
| cypress-ops | cypress, e2e, component testing, custom commands, stubbing |
| bash-ops | bash, shell scripting, traps, CI scripts, defensive scripting |
| claude-code-ops | claude code extensions, skills, agents, hooks, MCP, plugins |
| auth-ops | jwt, oauth2, session, rbac, passkey, mfa, login |
| monitoring-ops | prometheus, grafana, opentelemetry, SLO, alerting |
| debug-ops | debug, crash, memory leak, race condition, bisect |
| perf-ops | performance, profiling, flamegraph, bundle size, load test, benchmark |
| migrate-ops | migrate, upgrade, breaking changes, codemod, version upgrade |
| refactor-ops | refactor, extract, code smell, dead code, rename, restructure |
| scaffold | scaffold, boilerplate, project template, init project, new project |
| log-ops | JSONL, log analysis, parse logs, lnav, log search, timeline |
Show full SKILL.md (193 more words)Show less
Quick Agent Reference
| Agent | Triggers |
|---|---|
| firecrawl-expert | web scraping, crawling, anti-bot |
| project-organizer | restructure, organize, cleanup |
| git-agent | commit, push, PR (dispatched by git-ops) |
| Explore | "where is", "find" |
| Plan | design, architect |
For Cloudflare/Workers, Cypress/E2E, shell scripting, Claude Code extension work, and CMS/device domains (Payload, Craft, Asus routers), use the matching -ops skill (cloudflare-ops, cypress-ops, bash-ops, claude-code-ops, payloadcms-ops, craftcms-ops, asus-router-ops). For language/framework work (Python, TypeScript, React, Postgres, etc.), use the matching -ops skill — or dispatch general-purpose with an instruction to read that skill's SKILL.md first.
How to Launch
Skills:
Skill tool → skill: "file-search"Agents:
Task tool → subagent_type: "firecrawl-expert"
→ prompt: "Your task"Match by Task Type
| Task | Skill First | Agent If Needed |
|---|---|---|
| "How to write a CTE?" | sql-ops | — |
| "Optimize this query" | postgres-ops | — |
| "Find files named X" | file-search | Explore |
| "Set up Python project" | python-env | — |
| "What HTTP status for X?" | rest-ops | — |
| "React Server Components?" | react-ops | — |
| "Vue 3 composable pattern" | vue-ops | — |
| "Configure nginx SSL" | nginx-ops | — |
| "JWT vs session auth" | auth-ops | — |
| "Set up Prometheus" | monitoring-ops | — |
| "Debug memory leak" | debug-ops | — |
| "Scrape a blocked site" | jina-ops | firecrawl-expert |
Tips
- Skills are cheaper - Use for lookups, patterns
- Agents are powerful - Use for decisions, optimization
- Don't over-recommend - Max 2-3 tools per task
Additional Resources
For complete catalogs, load:
./references/agents-catalog.md- All agents with capabilities./references/skills-catalog.md- All skills with details
© aiskillstore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 6 other files (scripts, references, assets) in skills/0xdarkmatter/tool-discovery of aiskillstore/marketplace.
- SKILL.md
- assets/.gitkeep
- reference.md
- references/agents-catalog.md
- references/skills-catalog.md
- scripts/.gitkeep
- skill-report.json
Open the folder on GitHubat commit 4ac52da
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Tool Discovery next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tool Discovery this skillaiskillstore/marketplace | 430 | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Monstermq Broker Configvogler75/monster-mq | 142 | — | ~2.2k | Automated safety check: Pass | GPL-3.0 | |
| Deployclacky-ai/openclacky | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Code PatternsAedelon/claude-code-blueprint | 120 | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| DevopsAratKruglik/claude-laravel | 155 | — | ~596 | Automated safety check: Notes | None | |
| Supabasemagnus919/agent-skills | 111 | — | ~2.2k | Automated safety check: Pass | MIT |
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All 1,085 skills in this repoCode Stats
aiskillstore/marketplace
Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).
Data Processing
aiskillstore/marketplace
Process JSON with jq and YAML/TOML with yq. An agent skill from aiskillstore/marketplace.
Doc Scanner
aiskillstore/marketplace
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
File Search
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Find Replace
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Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.
Investigating Codebases
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Automatically activated when user asks how something works, wants to understand unfamiliar code, needs to explore a new codebase, or asks questions like "where is X implemented?", "how does Y…
Related
Works with
Questions about Tool Discovery
What does Tool Discovery do?
Recommend the right agents and skills for any task. An agent skill from aiskillstore/marketplace. Tool Discovery is an agent skill from aiskillstore/marketplace. Recommend the right agents and skills for any task.
When should I use Tool Discovery?
Tool Discovery fits situations like: what tool should I use; recommend agent; find the right tool.
How do I install Tool Discovery in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill tool-discovery -a claude-code`. Or copy the skill folder (skills/0xdarkmatter/tool-discovery in aiskillstore/marketplace) into .claude/skills/tool-discovery in your project. Claude Code loads it when a task matches its description.
How do I install Tool Discovery in Codex?
Run `npx skills add aiskillstore/marketplace --skill tool-discovery -a codex`. Or copy the skill folder (skills/0xdarkmatter/tool-discovery in aiskillstore/marketplace) into .agents/skills/tool-discovery in your project. Codex loads it when a task matches its description.
Can I use Tool Discovery in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill tool-discovery -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tool-discovery, .gemini/skills/tool-discovery, .github/skills/tool-discovery and .opencode/skills/tool-discovery in your project.
What does Tool Discovery need to run?
SKILL.md names no scripts, command-line tools or credentials: Tool Discovery is instructions for the agent only. Our summary lists: Python 3; Docker. Its frontmatter pre-approves these tools: Read, Glob.
Does Tool Discovery access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Tool Discovery safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Tool Discovery use?
Tool Discovery is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Tool Discovery use?
About 1.4k tokens (SKILL.md is roughly 5.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 6k tokens, read only when the agent opens those files.
What are the alternatives to Tool Discovery?
Skills that share tags, products or a category with Tool Discovery: Monstermq Broker Config (vogler75/monster-mq, 142 stars), Deploy (clacky-ai/openclacky, 1.2k stars), Code Patterns (Aedelon/claude-code-blueprint, 120 stars) and Devops (AratKruglik/claude-laravel, 155 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tool Discovery?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.