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SKILL verified MIT Self-run

010104 Skill Creator

skill-natuleadan-skills-010104-skill-creator · by natuleadan

Creates AI agent skills from scratch — SKILL.md frontmatter, directory structure, progressive disclosure, evals, and distribution.

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Install

$ agentstack add skill-natuleadan-skills-010104-skill-creator

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Skill Creator Guide

This skill teaches you how to create, test, package, and distribute AI agent skills following the standard Agent Skills format.

How to use this skill

  1. If the user asks about basic concepts or structure → read references/structure.md
  2. If the user asks about frontmatter or description → read references/frontmatter.md
  3. If the user asks about writing style or patterns → read references/writing.md
  4. If the user asks about testing, evals, or iteration → read references/testing.md
  5. If the user asks about packaging or distribution → read references/distribution.md
  6. If the user asks about repo architecture or marketplace → read references/repo-architecture.md
  7. If the user asks to scaffold a new skill → run python scripts/scaffold.py --category

Quick reference checklist

  • [ ] Choose a kebab-case name matching the directory (max 64 chars, lowercase + hyphens only)
  • [ ] Write frontmatter with name and description (include trigger contexts, desc ≤ 1024)
  • [ ] Optionally add compatibility (≤ 500 chars), license, metadata, allowed-tools
  • [ ] Keep SKILL.md under 100 lines — use references/ for detailed content
  • [ ] Write in imperative tone, explain the why, include examples
  • [ ] Add at least one Python script to scripts/ (no external deps)
  • [ ] Create evals/evals.json with test prompts
  • [ ] Run validation: python3 tools/validate-all.py from repo root

References

  • references/structure.md — Directory layout, progressive disclosure, size limits
  • references/frontmatter.md — Name rules, description rules, optimization
  • references/writing.md — Tone, examples, explaining reasoning, keeping lean
  • references/testing.md — Evals, assertions, grading, benchmarking, iteration
  • references/distribution.md — Marketplace.json, packaging, install
  • references/repo-architecture.md — Multi-category repo structure, validate-all.py, hierarchy
  • scripts/scaffold.py — Creates a new skill skeleton with --category support

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.