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skill-finder · yya007 | DecimalAI

agent toolingby yya007

skill-finder

yya007/skill-finder

Source yya007/skillfinder ↗License MIT

Discover and recommend agent skills from SkillsMP, ClawHub, SkillHub, and the Anthropic marketplace. Search a local FAISS index with a natural language description of your task; get back ranked matches with install commands.

NewMaintained

Automatic

AI Engineer pack

Last verified 8/3/2026

What it changes

Passed 2 of 8 test cases with the skill, and 3 of 8 without it.

Without skill39%

With skill30%

Checks it passed that the model alone missed

The install command uses the /skill install prefix.
ClawHub-only skills are ranked lower than cross-platform skills for Claude Code queries.

2 fixed5 passed either way12 still failing4 broke

Pass-rate lift: -9 pp
Tokens: +96%
Agent turns: 0%
Response time: -45%

Model gemini-3.6-flashMeasured 8/3/2026v17 of 23 cases passed with skill · 8 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/yya007-skill-finder/SKILL.md https://app.decimal.ai/s/yya007-skill-finder/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add yya007-skill-finder, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/yya007-skill-finder/ and pins it in .decimal/skills.lock

decimalai skills add yya007-skill-finder

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/yya007-skill-finder/SKILL.md https://app.decimal.ai/s/yya007-skill-finder/SKILL.md

Raw file: /s/yya007-skill-finder/SKILL.md ↗ · machine-readable summary at /s/yya007-skill-finder.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 2

Prompt

Format a search result for an official Anthropics skill named 'pptx' with 2810 stars and is_official: true.

What was checked, without and with the skill
Checked	Without skill	With skill
The entry tags the skill with the official label.	Passed	Passed
The install command uses the /skill install prefix.	Missed	Passed

case-18 · gemini-3.6-flash · 8/3/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md167 lines8 filesincludes scripts

skill-finder

Search 42,000+ curated agent skills by describing what you want to do. Results are ranked by semantic similarity and include install commands.

Usage

/skill-finder

Then describe your task in plain language, e.g.:

"deploy kubernetes clusters with rollback"
"scrape web pages with JavaScript rendering"
"write and run SQL migrations"

How It Works

Your description is embedded locally using Qwen3-Embedding-0.6B via Ollama.
The embedding is compared against a pre-built FAISS index of 33,000+ skills.
Top matches are returned with name, description, and install command.

The index runs entirely on-device — no network requests are made during search.

Agent Instructions

When this skill triggers, follow this workflow exactly.

Work silently. Do all internal steps (query reformulation, search, parsing, reranking) without narrating them to the user. Only output the final results and the follow-up offer. Never say things like "I'm reformulating your query…" or "Running Tier 1 search…"

Note: Skills are third-party code — always check the Skill link before installing anything from an unfamiliar author.

Platform filter: Do NOT apply --platform by default — the index covers skills across all platforms and many skills work on multiple agents. Only pass --platform <value> when the user explicitly asks for a platform-specific search (e.g. "find me a Claude Code skill for..."). Values: claude_code, openclaw, codex.

Step 0 — Check availability

Track record

Benchmark

2 / 8

test cases passed, vs 3 / 8 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

yya007 / skillfinder

SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1Bundled 7 files · scripts

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

aiskillstore/find-skillsDiscover, vet, and install agent skills by searching ACROSS every major registry at once — skills.sh, clawhub.ai, and GitHub — presenting each board on its own native metric (installs / stars) with the top entry per board, security-scanning the top candidates' real SKILL.md for risky patterns, and flagging what's already installed. Use when the user asks "how do I do X", "find a skill for X", "is there a skill that…", "what skill should I install for…", or wants to extend the agent with a capabiClose match+56 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

skill-finder

Usage

How It Works

Agent Instructions

Step 0 — Check availability

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills