tool-discovery

tool-discovery is a skill for Claude Code, Codex from tallclub/matimo. It costs 41 tokens per session (1,736 once invoked), scanned A, original, MIT.

A guide for finding and managing tools available to an agent, including built-in, provider-specific, and user-created tools.

In plain words
What is it for?
Use it to list tools in a directory, search by criteria, group tools by risk, and understand draft, approved, and rejected states.
Why use it?
It removes the need to guess where tools come from or what state they are in. It also explains how to find user-created tools and assess their status.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to list tools in a directory, search by criteria, group tools by risk, and understand draft, approved, and rejected states.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tallclub/matimo/tool-discovery
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add tallclub/matimo --skill tool-discovery
Clone the repo
git clone --depth 1 https://github.com/tallclub/matimo

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for tool-discovery

README.md
[![agentmods](https://agentmods.dev/badge/skills/tallclub/matimo/tool-discovery/github.svg)](https://agentmods.dev/skills/tallclub/matimo/tool-discovery)
Your own site
<a href="https://agentmods.dev/skills/tallclub/matimo/tool-discovery"><img src="https://agentmods.dev/badge/skills/tallclub/matimo/tool-discovery/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for tool-discovery

Your own site · 80×15
<a href="https://agentmods.dev/skills/tallclub/matimo/tool-discovery"><img src="https://agentmods.dev/badge/skills/tallclub/matimo/tool-discovery.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,736 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 4 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Data Exfiltration · line 168
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 206
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Excessive Agency · line 175
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
  • medium Data Exfiltration · line 187
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.01736
Opus 5.5 $0.00016 $0.00694
Sonnet 5.5 $0.00008 $0.00347
Haiku 4.5 $0.00004 $0.00174

Measured 1mo ago against content hash 862f0df256eb, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

tool-discovery scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

python/packages/core/src/matimo/skills/tool-discovery/SKILL.md · 177 lines

How it starts

The opening of the file, as written. The whole thing — 177 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Tool Discovery: Finding and Inspecting Tools

This skill teaches you how to find the tools you can use before you write a new one. Reusing an existing, approved tool is always faster and safer than creating one.

Where Tools Come From

  1. Core tools — shipped with Matimo: calculator, web, read, search, edit, execute and others, plus the matimo_* meta-tools that manage tools and skills.
  2. Provider tools — from installed provider packages (Slack, GitHub, Gmail, Notion, HubSpot, and more), loaded by the developer.
  3. Tools created by agents — written with matimo_create_tool into a directory the developer chose. They start as drafts and run only after a human approves them.

Which Tool Answers Which Question

Question Tool
Is there already a tool for this? matimo_search_tools
What exactly does tool X do and take? matimo_get_tool
Which tools have agents created here? matimo_list_user_tools
Can tool X run yet? matimo_get_tool_status
Is there guidance for this kind of task? matimo_search_skills, matimo_list_skills

matimo_search_tools — search everything that is loaded

matimo_search_tools(query: "slack message", limit: 5)

→ {
    "results": [
      { "name": "slack_send_channel_message", "description": "...", "version": "1.0.0", "tags": ["slack", "messaging"], "riskLevel": "medium" }
    ],
    "total": 1,
    "query": "slack message"
  }
  • Matches the query against tool names, descriptions and tags.
  • Searches every loaded tool — core, provider and approved agent-created tools.
  • An empty result means nothing loaded matches: try other words before deciding to create a tool.

matimo_get_tool — read one tool's definition

matimo_get_tool(name: "weather_lookup", tool_dir: "<directory>")

→ { "found": true, "name": "weather_lookup", "yaml_content": "name: weather_lookup\n...", "definition": { ... }, "message": "..." }

Use it to see a tool's parameters before calling it, or to start a new tool from an existing one.

Read the full file on GitHub · 177 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · -322 lines · +8 tokens per session 862f0df256eb
  2. 2mo ago First seen · 499 lines · 33 tokens per session scan A 9ba996e3737e

Subscribe to this mod's changes

tool-discovery is a skill published in the GitHub repository tallclub/matimo (18 stars, last pushed yesterday), licensed MIT. It adds 41 tokens to every session and 1,736 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

tool-discovery compared with skills from other repositories

tool-discovery next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
tool-discoverytallclub/matimoSkill18yesterdayMITA41Claude Code, Codex
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143ktodayMITA103Claude Code