CategoryWeightCategory scoreContribution
Securityprompt, exec, net, exfil, eval
35%
35.0 pts
Supply chainhash, typosquat, maintainer, lockfile
20%
20.0 pts
Maintenancestaleness, pinning, CI
15%
15.0 pts
TransparencySKILL.md, perms, README
15%
15.0 pts
Communityinstalls, verify, response
15%
15.0 pts
Findings & checks · 0 flagged
Security
✓—All security checks passedNo findings in this category for the latest scan.pass
Supply chain
✓—All supply chain checks passedNo findings in this category for the latest scan.pass
Maintenance
✓—All maintenance checks passedNo findings in this category for the latest scan.pass
Transparency
✓—All transparency checks passedNo findings in this category for the latest scan.pass
Community
✓—All community checks passedNo findings in this category for the latest scan.pass
Every scanned point with the score it earned and what moved between them.
9bc3e33
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
claude-self-learning
Teach Claude Code about any technology. Automatically.
A Claude Code plugin that autonomously researches new technologies and generates production-ready, reusable skills.
Quick Start
/plugin install github:ychampion/claude-self-learningThen use:
/learn anthropic apiHow It Works
/learn <topic>
│
▼
┌──────────────────────┐
│ Researcher Agent │ → Web Search + Content Extraction
└──────────────────────┘
│
▼
┌──────────────────────┐
│ Interactive Review │ → User chooses focus areas
└──────────────────────┘
│
▼
┌──────────────────────┐
│ Skill Generator │ → SKILL.md + .meta.json
└──────────────────────┘
│
▼
┌──────────────────────┐
│ Storage Options │ → Local / Global / Plugin
└──────────────────────┘Commands
| Command | Description |
|---|---|
/learn <topic> | Research a topic and generate a skill |
/update-skill <topic> | Refresh an existing skill with latest info |
/list-skills | View all generated skills |
Features
- Multi-source verification - Cross-checks facts across authoritative sources
- Interactive learning - Asks clarifying questions for broad topics
- Skill versioning - Tracks updates with .meta.json metadata
- Production-ready output - Error handling, best practices, real examples
Storage Locations
| Location | Path | Use Case |
|---|---|---|
| Project-local | ./.claude/skills/<topic>/ | Project-specific |
| User-global | ~/.claude/skills/<topic>/ | All projects |
| Plugin storage | ./storage/skills/<topic>/ | Git-tracked |
Example Generated Skill
---
name: anthropic-api
description: Complete guide to using the Anthropic Claude API
version: 1.0.0
sources_verified: 2026-02-07
---
# Anthropic API
## Quick Reference
| Item | Value |
|------|-------|
| Official Docs | [docs.anthropic.com](https://docs.anthropic.com) |
| Installation | `pip install anthropic` / `bun add @anthropic-ai/sdk` |
| Auth Required | Yes - API key from console.anthropic.com |
## Installation
...
## Basic Usage
...Contributing
Contributions welcome! Please fork, create a feature branch, and submit a PR.
License
MIT
Built for Claude Code | Made with ❤️