tool-discovery SKILL.md skillA

tool-discovery from 0xdarkmatter/claude-mods is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add 0xdarkmatter/claude-mods/tool-discovery@git:20261005.65b367f

Pins git:20261005.65b367f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
0xdarkmatter/claude-mods
Path
skills/tool-discovery/SKILL.md
Versions recorded
5
Latest version
git:20261005.65b367f, committed Oct 5, 2026
First version recorded
Jun 10, 2026
Size
5,922 bytes
Repository stars
68
License
MIT

Recommend the right agents and skills for any task. Covers both heavyweight agents (Agent 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.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 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 below
```

**Rule:** 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 |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add 0xdarkmatter/claude-mods/tool-discovery@sha256:405e2e76df49bee0

The line at the top of this page pins the label git:20261005.65b367f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_k3dgq5427p7a7rk2.svg)](https://markdownregistry.com/a/art_k3dgq5427p7a7rk2)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jun 10, 2026 and Oct 5, 2026, about one every 29 days.

versioncommittedcommitsizeaudit
git:20261005.65b367f latest2026-10-05 65b367f 5,922 BA view · diff
git:20261005.866d8ed2026-10-05 866d8ed 5,824 BA view · diff
git:20260804.17e97ae2026-08-04 17e97ae 5,774 BA view · diff
git:20260610.5b063272026-06-10 5b06327 5,655 BA view · diff
git:20260610.14f65e62026-06-10 14f65e6 5,500 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5922 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

0xdarkmatter/claude-mods · 68 stars · license MIT · pushed 2026-10-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_k3dgq5427p7a7rk2
GET https://markdownregistry.com/api/v1/resolve?ref=0xdarkmatter/claude-mods/tool-discovery
GET https://markdownregistry.com/api/v1/blob/405e2e76df49bee01418a4160e6392aa93599624dfdc0f691edd029cf7d41537

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from 0xdarkmatter/claude-mods

AGENTS.md AGENTS.md file
0xdarkmatter/claude-mods · AGENTS.md
git:20261009.66e0498 · audit A · 68 stars
a11y-ops SKILL.md skill
0xdarkmatter/claude-mods · skills/a11y-ops/SKILL.md · Web accessibility end to end: WCAG 2.2 AA, EAA and ADA Title II obligations, audits (axe, pa11y, keyboard, screen…
git:20261005.67e38b3 · audit A · 68 stars
adr-ops SKILL.md skill
0xdarkmatter/claude-mods · skills/adr-ops/SKILL.md · Author, index, and lint Architecture Decision Records — append-only memory that recovers the WHY behind a system's…
git:20260904.6582284 · audit A · 68 stars
api-design-ops SKILL.md skill
0xdarkmatter/claude-mods · skills/api-design-ops/SKILL.md · API design patterns for REST, gRPC, and GraphQL. Use for: api design, REST, gRPC, GraphQL, protobuf, schema design, api…
git:20260705.a637868 · audit A · 68 stars
astro-ops SKILL.md skill
0xdarkmatter/claude-mods · skills/astro-ops/SKILL.md · Astro framework patterns, islands architecture, content collections, rendering strategies, and deployment. Use for…
git:20261007.f58c3c5 · audit B · 68 stars
asus-router-ops SKILL.md skill
0xdarkmatter/claude-mods · skills/asus-router-ops/SKILL.md · ASUS router config and hardening: Asuswrt-Merlin, security hardening, encrypted DNS (DoT/DoH), VPN (WireGuard/OpenVPN)…
git:20260708.e0b865f · audit A · 68 stars
atomise SKILL.md skill
0xdarkmatter/claude-mods · skills/atomise/SKILL.md · Atom of Thoughts (AoT) reasoning - decompose complex problems into atomic units with confidence tracking and…
git:20260410.d221136 · audit A · 68 stars
auth-ops SKILL.md skill
0xdarkmatter/claude-mods · skills/auth-ops/SKILL.md · Authentication and authorization patterns - JWT, OAuth2, sessions, RBAC, ABAC, passkeys, MFA, identity-aware proxies…
git:20260808.614f09d · audit A · 68 stars
auto-skill SKILL.md skill
0xdarkmatter/claude-mods · skills/auto-skill/SKILL.md · Evaluate current session for skill-worthy workflows and create reusable skills. Triggers on: auto-skill, create skill…
git:20260424.9bc545c · audit A · 68 stars
bash-ops SKILL.md skill
0xdarkmatter/claude-mods · skills/bash-ops/SKILL.md · Defensive Bash scripting for production automation, CI scripts, and agent-facing tools. Triggers on: bash, shell…
git:20260610.14f65e6 · audit A · 68 stars
ci-cd-ops SKILL.md skill
0xdarkmatter/claude-mods · skills/ci-cd-ops/SKILL.md · CI/CD pipeline patterns with GitHub Actions, release automation, and testing strategies. Use for: github actions…
git:20260410.d221136 · audit A · 68 stars
claude-api-ops SKILL.md skill
0xdarkmatter/claude-mods · skills/claude-api-ops/SKILL.md · Building applications ON Claude - the Anthropic API and Claude Agent SDK. Use for: anthropic api, claude api, messages…
git:20261005.26c4667 · audit A · 68 stars

Every file in 0xdarkmatter/claude-mods

Other files named tool-discovery

tool-discovery SKILL.md skill
aiskillstore/marketplace · skills/0xdarkmatter/tool-discovery/SKILL.md · Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills…
git:20260705.e9e4712 · audit A · 439 stars

Browse by kind, by grade A, or by owner.