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 skills add phanghonghao/THU-Awesome-Skills --skill repo-docsgit clone --depth 1 https://github.com/phanghonghao/THU-Awesome-SkillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/phanghonghao/thu-awesome-skills/repo-docs)<a href="https://agentmods.dev/skills/phanghonghao/thu-awesome-skills/repo-docs"><img src="https://agentmods.dev/badge/skills/phanghonghao/thu-awesome-skills/repo-docs/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/phanghonghao/thu-awesome-skills/repo-docs"><img src="https://agentmods.dev/badge/skills/phanghonghao/thu-awesome-skills/repo-docs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What 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 5.1 | $0.00069 | $0.02819 |
| Opus 5.5 | $0.00028 | $0.01128 |
| Sonnet 5.5 | $0.00014 | $0.00564 |
| Haiku 4.5 | $0.00007 | $0.00282 |
Grade A, and why
repo-docs 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 2mo 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.
How it starts
The opening of the file, as written. The whole thing — 189 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repo-Docs
Mission
repo-docs explains a repository to a human reader.
Do not make a tree tour. Build a reader model: what problem the repo solves, one real behavior it performs, the concepts behind that behavior, where source truth lives, and how to verify the understanding.
Load Order
- Read this file first.
- Open REFERENCE.md for task routing when detailed rules are needed.
- Open only the topic file the router points to.
- Open EXAMPLES.md only for finished-page tone or output-shape examples.
- Prefer bundled scripts over rewriting deterministic checks.
Keep the routing narrow. SKILL.md defines the contract; topic files carry the detailed rules. If a detail appears in two places, keep it in the topic file and leave a pointer here.
Document Contract
| File | Role |
|---|---|
SKILL.md |
Entry: mission, principles, output contract, build/sync summary, verification |
REFERENCE.md |
Router to topic files—open only when detail is needed |
WRITING.md |
Explanation design, voice, evidence discovery |
PAGE_RULES.md |
Reader paths, page types, output shape, navigation |
SCOPE_MODES.md |
Seed, large/monorepo scope, specialized repos |
SYNC_RULES.md |
Question loop, change sync, widened content alignment |
QUALITY_RULES.md |
Evidence labels, source truth, quality bar |
EXAMPLES.md |
Finished-page tone and output-shape examples |
scripts/validate_repo_docs.py |
Structure, links, sync anchors, freshness checks |
validate_repo_docs.py |
Compatibility wrapper for older invocations |
repo-docs-zh/SKILL.md |
Chinese language overlay |
First Principles
- Behavior before inventory: teach one real workflow, request, task, failure, or data path first.
- Reader handles before locators: the handle explains; the exact path, function, field, command, or artifact proves.
- Direct source links by default: link one claim to one source with readable text. Create
references/source-map.mdonly when repeated grouped locators would clutter pages. - One durable fact, one home: concepts in
modules/, exact lookup material inreferences/, term disambiguation inglossary.md, guide history inchange-log.md. - Evidence stays visible but quiet: current source, tests, config, data, command output, and artifacts outrank old docs, memory, and chat.
What ships with it
9 files 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.
- 2mo ago First seen · 189 lines · 69 tokens per session scan A ea2dfde8b771
repo-docs is a skill published in the GitHub repository phanghonghao/THU-Awesome-Skills (8 stars, last pushed 3mo ago), licensed MIT. It adds 69 tokens to every session and 2,819 once invoked, about $0.0003 per session on Opus 5.5. 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.
repo-docs compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| repo-docsphanghonghao/THU-Awesome-Skills | Skill | 8 | 3mo ago | MIT | A | 69 | Claude Code, Codex |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | yesterday | MIT | A | 200 | Claude Code, Codex |
| playwright-climicrosoft/playwright | Skill | 100k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| browser-automationopenclaw/openclaw | Skill | 394k | today | MIT | A | 36 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 314k | 4d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |