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Find Skills · cnfjlhj | DecimalAI

agent toolingby cnfjlhj

Find Skills

cnfjlhj/find-skills

Source cnfjlhj/ai-collab-playbook ↗License Not recorded

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. Start with the skills.sh registry via `npx skills find`; if there are no good matches, fall back to a GitHub deep search for SKILL.md patterns before concluding no skill exists.

NewMaintained

Automatic

AI Engineer pack

Last verified 9/23/2026

What it changes

4 of 22 test cases passed with the skill.

Pass-rate lift: —
Tokens: +8%
Agent turns: 0%
Response time: -10%

Model gemini-3.6-flashMeasured 9/23/2026v24 of 22 cases passed with skill · 6 comparable

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

Lift withheld: 6 comparable cases; this report requires 8.

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/cnfjlhj-find-skills/SKILL.md https://app.decimal.ai/s/cnfjlhj-find-skills/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add cnfjlhj-find-skills, 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/cnfjlhj-find-skills/ and pins it in .decimal/skills.lock

decimalai skills add cnfjlhj-find-skills

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

curl -fsSL --create-dirs -o .claude/skills/cnfjlhj-find-skills/SKILL.md https://app.decimal.ai/s/cnfjlhj-find-skills/SKILL.md

Raw file: /s/cnfjlhj-find-skills/SKILL.md ↗ · machine-readable summary at /s/cnfjlhj-find-skills.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

Perform a search for a highly specific skill handling esoteric quantum circuit optimization in OpenQASM 2.0. If no matching skill is found anywhere after checking registry and GitHub, how should you respond? Provide the output report covering query searched, registry status, GitHub fallback status, best candidate if found, and install command or direct status statement.

What was checked, without and with the skill
Checked	Without skill	With skill
The response plainly states that no matching candidate exists when both the primary search and fallback return no results.	Passed	Passed
The search command includes "DISABLE_TELEMETRY=1".	Missed	Passed

case-13 · gemini-3.6-flash · 9/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md47 linessingle file

Find Skills

Overview

This skill discovers reusable skills before you reinvent one locally. The preferred route is fast registry search first, then a GitHub-aware fallback only if the registry does not surface a good candidate.

Rules

Start with npx skills find <query> and use a concrete query, not an empty interactive search.
Disable telemetry when using the CLI in an agent context.
If the registry misses, do a GitHub-aware fallback before saying no skill exists.
Prefer installable candidates with a clear skill directory and recent maintenance.
If a good match exists, report the exact install command.
If no good match exists, say so plainly and continue with direct help instead of stalling.

When to Use

Use when:

the user asks for a skill for a task or domain
the user asks how to extend the agent with a reusable capability
the user wonders whether a specialized workflow already exists
the user wants you to search the skills ecosystem before building something new

Do not use when:

the user already named the exact local skill to use
the task is a one-off action better handled directly
the request is to create or edit a local skill rather than discover one
the user explicitly does not want external skill discovery

Search Flow

Form a specific query from the task and run DISABLE_TELEMETRY=1 npx -y skills find <query>.
If the registry finds a strong candidate, present the skill name, what it does, and the install command.
If the registry misses, do a GitHub-aware fallback such as a GitHub search or skills repo listing.
If a promising repo appears, list or install the specific skill with npx -y skills add.

Output Contract

Track record

Benchmark

4 / 22

test cases passed with the skill

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 v5 — 9/17/2026

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

cnfjlhj / ai-collab-playbook

skills/full/find-skills/SKILL.md

View on GitHub ↗

Imported 9/17/2026Version v2

Other skills for the same job

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

Find Skills

Overview

Rules

When to Use

Search Flow

Output Contract

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills