discover

A command that searches local tools, skills.sh, and GitHub for specialized coding-agent capabilities and offers matching results for installation.

In plain words
What is it for?
Use it to look for tools related to areas such as React, Docker, Kubernetes, or testing, then review and install suitable results.
Why use it?
It helps when the needed capability is not already installed and would take time to discover manually.

Command

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.

agentmods
npx agentmods add commands/0oooooooo0/skillless/discover
Clone the repo
git clone --depth 1 https://github.com/0oooooooo0/skillless
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 586 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
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 $0.00000 $0.00586
Opus 5 $0.00000 $0.00293
Sonnet 5 $0.00000 $0.00117
Haiku 4.5 $0.00000 $0.00059

Measured 2d ago against content hash 74ef0e9188da, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade B, and why

discover scanned grade B with 1 finding 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 2d 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.

Enumerates other installed skillsmediumAgent snooping

Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.

1. **Local**: Use Glob to find `~/.claude/skills/*/SKILL.md`, then Grep for query keywords
commands/discover.md · 49 lines

How it starts

The opening of the file, as written. The whole thing — 49 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/discover

Search for and install specialized tools and capabilities from all available sources.

user-invocable: true description: Search for specialized tools and capabilities across local installation, skills.sh, and GitHub. Usage: /discover allowed-tools: [Read, Glob, Grep, Bash, WebSearch, WebFetch, Write, Skill, AskUserQuestion] argument-description: Search query - what kind of capability or tool you're looking for (e.g., "react", "docker", "testing")

Instructions

Step 1: Parse the Query

Take the user's search argument as the query. If no argument provided, ask:

"What kind of tool or capability are you looking for? (e.g., react, docker, kubernetes, testing)"

Step 2: Search

Search across all 3 sources (local, skills.sh, GitHub) following the same logic as the skill-search skill:

  1. Local: Use Glob to find ~/.claude/skills/*/SKILL.md, then Grep for query keywords
  2. skills.sh: Use Bash to run npx skills find {query} and parse the output for matching skills
  3. GitHub (fallback): Only if fewer than 3 results from above, use WebSearch: site:github.com "SKILL.md" claude {query}

Step 3: Display Results

Show the results table to the user. If no results found:

"No matching capabilities found for '{query}'. Try different keywords or a broader search."

If results found, display the table and ask:

"Enter the number of the capability you'd like to install, or 'cancel' to skip."

Step 4: Handle Selection

When the user selects a result, handle installation directly based on the source type:

  • Already installed (local): Tell the user it's already available
  • skills.sh: Run npx skills add -y -g <owner/repo> via Bash, then verify installation. If it fails with "No valid skills found", fall back to downloading SKILL.md directly from GitHub raw URL.
  • GitHub plugin: Guide the user to run /plugin install <url>
  • Standalone SKILL.md: Download via WebFetch and Write to ~/.claude/skills/{name}/SKILL.md

Read the full file on GitHub · 49 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. 2d ago First seen · 49 lines · 0 tokens per session scan B 74ef0e9188da

Subscribe to this mod's changes

discover is a command published in the GitHub repository 0oooooooo0/skillless (39 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 586 tokens. A static security scan graded it B with 1 finding (enumerates other installed skills). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.