Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/ahmedbutt2015/spine/mapnpx skills add ahmedbutt2015/spine --skill mapgit clone --depth 1 https://github.com/ahmedbutt2015/spineWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.00181 |
| Opus 5 | $0.00000 | $0.00090 |
| Sonnet 5 | $0.00000 | $0.00036 |
| Haiku 4.5 | $0.00000 | $0.00018 |
Grade A, and why
map scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
/map
Use this skill from a repository root to generate the verified architecture map only, without the full onboarding synthesis.
Current workflow
- Run the deterministic scanner to detect repo shape and entry points.
- Extract a verified spine from supported local language relationships.
- Generate and validate a Mermaid diagram from the verified spine.
- Print the Mermaid definition and the
mermaid.liveURL.
Local command
npm run map -- .
Product contract
- User-facing Claude Code command:
/map - Output: verified Mermaid diagram +
mermaid.livelink - No
ONBOARDING.mdis written - No LLM synthesis is executed
Notes
This command is the lowest-friction entry point for users who want a deterministic, token-free preview of the codebase structure before running the full /onboard flow.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 28 lines · 0 tokens per session scan A 6e50b81e47c3
map is a skill published in the GitHub repository ahmedbutt2015/spine (8 stars, last pushed 4mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 181 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
plugin-publish
发布 Zhin.js 插件到 npm 和 Zhin 插件市场。Use when asked to publish a plugin, prepare for release, check publish readiness, or submit to the Zhin plugin marketplace. 引导完成发布前检查、版本管理和提交流程。.
mue
Activate MUE — self-evolving AI agent. Type /mue to become MUE.
frontman-dev
AI-powered visual frontend editing in your browser. Click any element in your running app, describe changes in plain English, and get real source file edits with instant hot reload. Works with Next.js, Astro, and Vite.
frontman-agent-usage
Use this skill when an agent needs to explain or operate Frontman's browser-aware frontend coding workflow.
frontman-installation
Use this skill when helping a developer install Frontman in a web project.
frontman-site-navigation
Use this skill when an agent needs to find Frontman product, documentation, legal, support, or discovery resources.