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.
git clone --depth 1 https://github.com/travisjneuman/.claudeWrote 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.
[](https://agentmods.dev/commands/travisjneuman/.claude/skill-finder)<a href="https://agentmods.dev/commands/travisjneuman/.claude/skill-finder"><img src="https://agentmods.dev/badge/commands/travisjneuman/.claude/skill-finder/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.
<a href="https://agentmods.dev/commands/travisjneuman/.claude/skill-finder"><img src="https://agentmods.dev/badge/commands/travisjneuman/.claude/skill-finder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00029 | $0.02549 |
| Opus 5 | $0.00015 | $0.01274 |
| Sonnet 5 | $0.00006 | $0.00510 |
| Haiku 4.5 | $0.00003 | $0.00255 |
Grade B, and why
skill-finder 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 8d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
find ~/.claude/plugins/marketplaces -name "SKILL.md" | xargs grep -li "<keyword>" How it starts
The opening of the file, as written. The whole thing — 233 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skill Finder - AI-Powered Recommendation
Analyzes your problem and recommends the best skills, agents, and marketplace resources from the complete ecosystem.
Analysis: {{problem}}
Step 1: Problem Classification
Classify the problem into categories:
| Category | Indicators |
|---|---|
| Build/Create | "build", "create", "implement", "add", "new", "develop" |
| Fix/Debug | "fix", "debug", "error", "broken", "not working", "crash" |
| Optimize | "slow", "performance", "improve", "optimize", "speed up" |
| Review/Quality | "review", "check", "quality", "audit", "security" |
| Design/Plan | "design", "architecture", "plan", "structure", "how should" |
| Learn/Explore | "understand", "how does", "explain", "explore", "what is" |
| Research | "latest", "best way", "recommended", "compare", "vs" |
Step 2: Domain Detection
Scan for domain keywords (aligned with /start-task router):
Development:
- Frontend: react, vue, svelte, frontend, component, jsx, tsx
- Backend: api, backend, server, endpoint, rest, nestjs, express
- Database: database, sql, postgres, mongodb, redis, prisma
- DevOps: deploy, docker, kubernetes, ci/cd, aws, terraform
Frameworks:
- Vue.js: vue, vuejs, nuxt, pinia, composition api, vueuse
- Svelte: svelte, sveltekit, runes, $state, $derived, svelte 5
Mobile:
- iOS: ios, swift, swiftui, iphone, xcode, apple
- Android: android, kotlin, jetpack, compose
- Cross-platform: react native, flutter, expo
Scientific:
- Bioinformatics: protein, dna, rna, sequence, blast, genomics
- Chemistry: molecule, compound, reaction, spectroscopy
- Physics: quantum, particle, astrophysics
- Clinical: drug, clinical trial, medical imaging
Business:
- Startup: startup, mvp, launch, validate
- Finance: pricing, revenue, financial model
- Marketing: marketing, growth, analytics
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.
- 8d ago First seen · 233 lines · 29 tokens per session scan B ac28d0e7debb
skill-finder is a command published in the GitHub repository travisjneuman/.claude (97 stars, last pushed 6d ago), licensed MIT. It adds 29 tokens to every session and 2,549 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other commands, from other repositories
api-gen
Generate REST API endpoints with routes, validation, error handling, and tests.
component-gen
Generate React or Vue components with prop types, styling, accessibility, and tests.
performance-audit
Find performance bottlenecks across the stack — queries, rendering, bundle size, memory.
debug
Systematic debugging — reproduce, isolate, fix, verify, and add regression test.
doc-gen
Generate documentation — JSDoc, docstrings, README sections, or API docs.
migrate
Migrate between framework versions or languages with an audited step-by-step plan.