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Repo Docs

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YurunChen
repo-docs

Build and maintain a Markdown guide that helps humans understand a repository through real behavior, concepts, and evidence. Use when a user asks to understand a repo, generate or update repo-docs, answer repo-architecture/onboarding questions, seed docs for a new project, sync docs after code changes, or delete generated repo docs.

Overview

PublisherYurunChen
Repositoryrepo-docs-skills
Skill namerepo-docs
Stars
433
Forks
8
Bundled files
49
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 49 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by YurunChen on GitHub. Read the source before you install it.

Installation

Install the Repo Docs AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/YurunChen/repo-docs-skills/tree/main/docs
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/YurunChen/repo-docs-skills.git /tmp/repo-docs-skills
mkdir -p .claude/skills
cp -r /tmp/repo-docs-skills/docs .claude/skills/repo-docs
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Repo Docs in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Repo Docs on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Repo Docs is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Repo-Docs

Mission

repo-docs explains a repository to a human reader.

Do not start with a tree tour. Build a reader model first: what problem the repo solves, one real behavior it performs, the concepts behind that behavior, where those responsibilities live in code, where source truth lives, and how to verify the understanding.

Load Order

  1. Read this file first.
  2. Open REFERENCE.md for task routing when detailed rules are needed.
  3. Open only the topic file the router points to.
  4. Open EXAMPLES.md only for finished-page tone or output-shape examples.
  5. 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

FileRole
SKILL.mdEntry: mission, core laws, output contract, mode router, finish gate
REFERENCE.mdRouter to topic files; open only when detail is needed
WRITING.mdExplanation design, voice, evidence discovery
PAGE_RULES.mdBuild workflow, reader paths, page types, output shape, navigation
SCOPE_MODES.mdSeed, large/monorepo scope, specialized repos
SYNC_RULES.mdSync decision gate, question loop, change sync, widened content alignment
ROOT_AGENT_RULES.mdRoot AGENTS.md / CLAUDE.md routing block and install contract
QUALITY_RULES.mdEvidence labels, source truth, quality bar
EXAMPLES.mdFinished-page tone and output-shape examples
scripts/validate_repo_docs.pyStructure, links, sync anchors, freshness, evidence, references scope, and quality-review checks
validate_repo_docs.pyCompatibility wrapper for older invocations
evals/Source-repository regression fixtures and assertions for this skill; not required at runtime
../repo-docs-zh/SKILL.mdChinese language overlay

Core Laws

  • Behavior before inventory: teach one real workflow, request, task, failure, or data path before describing the tree.
  • Code location after behavior: once the reader understands one real path, map every in-scope first-party source directory and the key files or symbols needed to locate changes without repeating module explanations.
  • Representative case before abstraction: when a module explains a mechanism whose meaning depends on inputs, state changes, outputs, decisions, or boundaries, include a compact evidence-backed case or explicitly state why a case would mislead.
  • Shape follows reader need: prose explains why; structure shows what. Use tables, lists, timelines, fenced blocks, or flowcharts when they make comparisons, cases, sequences, commands, or lookup easier to scan.
  • Evidence before claims: inspect source, tests, config, data, commands, or artifacts before writing durable statements.
  • One durable fact, one home: code location lives in code-map.md; concept knowledge and mechanism details live in modules/; fixed generated audit artifacts live in references/; terms live in glossary.md; guide history lives in change-log.md.
  • Sync only when the guide would mislead: ordinary repo questions require a foreground decision, not automatic doc edits.
  • Validate before delivery: run the validator or state why it could not run.

Red flags that mean stop and re-route:

Thought or draft moveBetter action
"I'll start with the file tree."Pick the behavior the reader should follow.
"The path/function name explains it."Write the reader handle first; use source as proof.
"This schema/catalog deserves a references page."Put details in the owning module; keep references/ fixed.
"A repo question always means patch docs."Run the sync decision gate and use answer-only when the guide is already safe.
"The docs look fine; no validator needed."Run the validator or report the blocker.

Output Contract

Use the smallest package that teaches the repo honestly.

  • Standard: README.md, walkthroughs/one-real-run.md, code-map.md, modules/, references/source-evidence.md, glossary.md, change-log.md; add references/quality-review.md when the guide is source-heavy, high-risk, generated, or handoff-sensitive.
  • Lite: README.md, walkthroughs/one-real-run.md, references/source-evidence.md, change-log.md; use for small repos with little durable terminology. Add code-map.md when the small repo still has multiple first-party implementation areas or the reader needs a change-location index.
  • Seed: README.md, change-log.md, optional glossary.md; label facts as Confirmed, Planned, or Unknown.

Page Ownership

PageJob
README.mdOrient the reader and point to the first useful path.
walkthroughs/one-real-run.mdFollow one real behavior end to end with numbered ## Step N: behavior headings.
code-map.mdMap in-scope first-party directories to responsibilities, key files or symbols, main-path connections, and change locations after the behavior model is established.
modules/<concept>.mdExplain one durable concept named by the walkthrough, including details, representative cases, call/data shapes, commands, fields, caveats, and verification hooks needed to understand it.
references/source-evidence.mdFixed generated evidence base: traversal log, coverage notes, claim/evidence/confidence/caveat rows, and source material later pages may use.
references/quality-review.mdOptional fixed generated audit note for source-heavy, high-risk, generated, or handoff-sensitive guides.
glossary.mdThree columns only: `Term
change-log.mdMeaningful guide changes and sync anchors.

references/ is not a lookup layer. Code location belongs in code-map.md; do not hide it in an audit artifact. Do not add extra files under references/ for schemas, contracts, metrics, task catalogs, command lists, scripts, artifacts, or exact-name lookup. If a detail helps understanding, put it in the owning module. If it only proves a claim, put it in references/source-evidence.md.

Modes

Modes name common situations, not detached jobs. Use REFERENCE.md to open details only when the current mode needs them.

ModeUse whenWhat to do
SeedNo real source/runtime/test/data contract yetStatus-labeled project memory; do not describe plans as implemented
BuildFirst repo docs or onboarding materialFollow PAGE_RULES.md, wire root agent rules from ROOT_AGENT_RULES.md, run validator, deliver
SyncInteraction, repo state, user uncertainty, surfaced conversation knowledge, or memory updates may make the guide stale or incompleteFollow SYNC_RULES.md; decide none, answer-only, foreground patch, or background sync before answering
Cleanup / removalUser asks to delete generated repo docsRemove the package and stale root pointers; do not recreate docs unless explicitly asked
Question refinementA repo question shows the guide built the wrong modelPatch the smallest stable owning page, anchor in change-log.md, answer with a link

Sync Gate

When repo-docs/ exists and a repo-docs trigger appears, ask: what would a new reader misunderstand if they read the guide as it stands?

The foreground gate must end in one decision:

DecisionUse when
noneThe turn is unrelated to guide-covered knowledge or the guide is absent/out of scope.
answer-onlyThe guide is current enough, or the gap is transient, non-durable, not answer-critical, and not a small local patch. Answer from inspected guide/source without editing docs.
foreground patchThe current answer or code change would mislead without a small owning-page update, the guide says the opposite, or a stable knowledge gap is small and belongs in the guide now.
background syncThe gap is durable but broader than the current answer needs, the answer remains correct, and the platform has a trackable handoff.

Do not patch for one-off debug state, local environment quirks, or personal preference unless the user asks to preserve it.

Build Summary

Detailed Build rules live in PAGE_RULES.md. The short version:

  1. Inspect project instructions, README, entrypoints, scripts, tests, schemas, config, data, artifacts, and existing docs.
  2. Choose one representative real behavior.
  3. Build references/source-evidence.md as the evidence base with at least two traversal passes.
  4. Draft the reader model, then write README and the walkthrough; build the code map from the now-understood behavior before writing deeper modules, glossary, and change log.
  5. Wire root agent instructions from ROOT_AGENT_RULES.md.
  6. Run the validator and fix structure, links, evidence, references scope, and reading-experience issues.

For large repos or monorepos, scope the guide to one subsystem or workflow and say what is not covered.

Writing Rules

Use WRITING.md for voice and explanation rules. The short version:

  • Start with the situation a reader can recognize, then explain the reason, mechanism, check, and caveat.
  • Keep README and walkthrough openings low in code names.
  • Never let a path, function, field, or metric carry the explanation.
  • Follow the display-shape router in PAGE_RULES.md when structure helps the reader scan.
  • Use flowcharts only for phase handoffs, branching paths, or state changes.
  • Put page-level evidence status at the end of narrative pages: Evidence status: Confirmed unless noted.

Finish Checklist

Before delivery, confirm:

  • The reader can start from repo-docs/README.md and reach the main walkthrough.
  • walkthroughs/one-real-run.md follows one real behavior with numbered steps.
  • Standard packages include code-map.md; it covers every first-party source directory inside the declared scope, names the important code inside each area, states exclusions, and routes deeper mechanism questions to modules.
  • The walkthrough names a non-trivial pressure, a real boundary/failure/caveat when evidence exists, and one verification hook.
  • Source links prove the explanation instead of replacing it.
  • references/source-evidence.md exists and includes Pass 1/Pass 2 traversal rows, coverage/exclusion notes, a falsifying check, a likely reader follow-up, and a Claim | Evidence | Confidence | Caveat | Used by audit table.
  • Optional references/quality-review.md, when present, stays an audit note rather than a second walkthrough.
  • Modules carry the knowledge and details a reader needs to understand the repo; references/ contains only fixed generated artifacts.
  • Mechanism modules include a representative case for the key input, state change, output, decision, or boundary, unless the page states why a case would be misleading or unsupported by evidence.
  • Project agent instruction Markdown contains the short Repo docs routing block, or the build explicitly explains why it was not written.
  • change-log.md records meaningful guide work and includes Synced through <sha> when git is available.
  • The validator ran, or the reason it could not run is stated.

Verification

Before finishing, check structure, local links, source links, narrative flow, module ownership, fixed references scope, evidence maps, and quality review.

Run:

bash
python scripts/validate_repo_docs.py <path-to-repo-docs> --repo-root <repo-root>

Delivery

First build: tell the user what the reader can now do, where to start, the key pages, scope, validator result, and root agent-file status. Keep durable history in change-log.md, not in chat.

Cleanup: if the user asks to remove repo docs, delete the generated docs package and stale root-agent pointers. Do not recreate docs in the same turn unless explicitly asked.

Widened sync closeout: when the user explicitly asks to sync, tidy, hand off, or repair stale docs, follow SYNC_RULES.md and summarize by changed layer, not as a substitute for per-turn sync decisions.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Repo Docs AI skill do?

Build and maintain a Markdown guide that helps humans understand a repository through real behavior, concepts, and evidence. Use when a user asks to understand a repo, generate or update repo-docs, answer repo-architecture/onboarding questions, seed docs for a new project, sync docs after code changes, or delete generated repo docs.

Why use Repo Docs on TypingMind?

Because you install it once and use it with any model. Repo Docs is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Repo Docs in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/YurunChen/repo-docs-skills/tree/main/docs. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Repo Docs?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Repo Docs?

As many as you like. As long as a model supports skills, you can use Repo Docs with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Repo Docs AI skill free?

It is published on GitHub by YurunChen. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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