Atlas / Skills / caliber-ai-org / Find Skills

Find SkillsSAFE

skills/caliber-ai-org/find-skills

Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
1,302
01

Overview

Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.

Read from source at commit b38062d63a05OBSERVED · 2026-10-10
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: find-skills
description: Discovers and installs community skills from the public registry. Use when the user mentions a technology, framework, or task that could benefit from specialized skills not yet installed, asks 'how do I do X', 'find a skill for X', or starts work in a new technology area. Proactively suggest when the user's task involves tools or frameworks without existing skills.
---

# Find Skills

Search the public skill registry for community-contributed skills
relevant to the user's current task and install them into this project.

## Instructions

1. Identify the key technologies, frameworks, or task types from the
   user's request that might have community skills available
2. Ask the user: "Would you like me to search for community skills
   for [identified technologies]?"
3. If the user agrees, run:
   ```bash
   caliber skills --query "<relevant terms>"
   ```
   This outputs the top 5 matching skills with scores and descriptions.
4. Present the results to the user and ask which ones to install
5. Install the selected skills:
   ```bash
   caliber skills --install <slug1>,<slug2>
   ```
6. Read the installed SKILL.md files to load them into your current
   context so you can use them immediately in this session
7. Summarize what was installed and continue with the user's task

## Examples

User: "let's build a web app using React"
-> "I notice you want to work with React. Would you like me to search
   for community skills that could help with React development?"
-> If yes: run `caliber skills --query "react frontend"`
-> Show the user the results, ask which to install
-> Run `caliber skills --install <selected-slugs>`
-> Read the installed files and continue

User: "help me set up Docker for this project"
-> "Would you like me to search for Docker-related skills?"
-> If yes: run `caliber skills --query "docker deployment"`

User: "I need to write tests for this Python ML pipeline"
-> "Would you like me to find skills for Python ML testing?"
-> If yes: run `caliber skills --query "python machine-learning testing"`

## When NOT to trigger

- The user is working within an already well-configured area
- You already suggested skills for this technology in this session
- The user is in the middle of urgent debugging or time-sensitive work
- The technology is too generic (e.g. just "code" or "programming")
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-10 · audit v0.4.1 · source sha b38062d63a05full audit observations/trust-audit/skill/caliber-ai-org__find-skills.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-10b38062d63a05SAFEB89first audit
05

Questions

What does the Find Skills skill do?

Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.

Is Find Skills safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Find Skills access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (b38062d63a05), read on 2026-10-10. The repository is watched, and a new audit runs when it changes — this is the first audit.

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