Skill Discovery Curator v1.0

Price: $4.99

Category: analytics

What it does

Skill Discovery Curator ranks OpenClaw skills against a user need using local metadata and simple evidence-based scoring. It reviews descriptions, script presence, matched intent terms, compatibility signals, and risk terms so buyers or operators can shortlist useful skills without guessing from names alone.

Use cases

Marketplace buyers finding the best-fit skills for a specific workflow or problem.
OpenClaw operators curating an internal install shortlist from a large local skill library.
Product teams comparing candidate skills for metadata quality, fit, and review warnings before recommending them.

Requirements

Python 3.10+ with standard library only.
Local skill folders with SKILL.md metadata for best results; candidate names can also be supplied manually.
No API keys required.
OpenClaw skill runtime compatible with local Python scripts; validated in the 2026-05-17 pipeline on OpenClaw v2026.3.23.

Example usage


python3 scripts/skill_curator.py \
  --skills-dir /root/.openclaw/workspace/skills \
  --intent "repo onboarding and safe setup" \
  --format md

Expected output


# Skill Recommendations — repo onboarding and safe setup
Candidates reviewed: 50

## 1. repo-project-bootstrap — 89/100
- Path: `/root/.openclaw/workspace/skills/repo-project-bootstrap`
- Matched terms: onboarding, repo, setup
- Description: Bootstrap a cloned or existing repository for agentic development...
- Warnings: no immediate metadata warnings

Marketing copy

Find the right OpenClaw skill faster with evidence instead of guesswork. Skill Discovery Curator scans local skill metadata, scores fit against the user's intent, highlights matched terms and review warnings, and returns a ranked shortlist that helps teams choose useful skills before running separate security checks.

Release evidence

Viper verdict: APPROVED_FOR_RELEASE in memory/viper-test-results-2026-05-17.md.
Security Audit: CLEARED by Warlock.
Evidence context: py_compile/help/self-test/security PASS; scoped pycache/pyc final scan clean.

Skill Discovery Curator