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AgentsKit-io

Doc Bridge

by AgentsKit-io

doc-bridge

npm CI Pages License: MIT Node TypeScript

npm: @agentskit/doc-bridge · CLI: ak-docs · Landing: agentskit-io.github.io/doc-bridge

Topics: ai-agents · documentation · developer-experience · mcp · llms-txt · typescript

Compatibility: node >=22 · TypeScript 5.8+ · pnpm, npm, or yarn consumers

Turn your docs into executable handoffs for coding agents.

doc-bridge reads your repo docs, ownership map, and human documentation site, then gives every agent the same answer:

  • where to start reading

  • which files/packages it may edit

  • which checks prove the change

  • which human docs explain the feature

It is not a wiki or hosted RAG. The core works without any LLM or API key; the documentation portal dogfoods AgentsKit Chat as an optional surface over that deterministic layer.

doc-bridge maps human docs into structured agent handoffs

Why teams use it

Agents are powerful, but most repo docs are written for humans. The result is familiar: the agent guesses ownership, edits the sibling package, runs the wrong test, or ignores the human guide that already explained the rule.

doc-bridge works in both directions:

doc-bridge connects human docs to coding agents and agent memory back to draft docs

Direction

What it does

Command

Human docs → agents

Turns Fumadocs, Docusaurus, markdown, and ownership docs into AgentHandoff

ak-docs index · ak-docs query --agent

Agent memory → docs

Reads .agent-memory/** and .cursor/rules/*.mdc, classifies what should become project docs, and drafts a human-reviewed promotion

ak-docs memory ingest · classify · promote --pr

The handoff is a routing contract:

{
  "startHere": "docs/for-agents/packages/auth.md",
  "editRoots": ["packages/auth"],
  "checks": ["pnpm --filter @demo/auth test"],
  "humanDoc": "/docs/guides/auth"
}

That contract works from the terminal, MCP, CI, and optional RAG/chat.

60-second proof

npm i -D @agentskit/doc-bridge
npx ak-docs demo --text

No config, no docs to read first. Output shows before/after, a real handoff, gate red→green, and the MCP snippet:

After (handoff.resolve / query --agent)
  ✓ target:  auth (packages/auth)
  ✓ start:   docs/for-agents/packages/auth.md
  ✓ edit:    packages/auth
  ✓ checks:  pnpm --filter @demo/auth test · pnpm --filter @demo/auth lint
  ✓ human guide: /docs/guides/auth

Gate: red → green

Monorepo fixture with auth + billing:

npx ak-docs demo --fixture monorepo --text

Verify the real handoff path

This checked example runs the bundled demo through the public CLI. The README gate compares this block byte-for-byte with the executable fixture and runs it on every PR.

import { execFileSync } from 'node:child_process'

execFileSync(process.execPath, ['bin/ak-docs.js', 'demo', '--text'], {
  stdio: 'inherit',
})
node examples/verify-handoff.mjs

Full setup in your repo:

npx ak-docs init
npx ak-docs index
npx ak-docs query package example --agent
ak-docs mcp install --cursor   # wires MCP into .cursor/mcp.json

What ships

doc-bridge index used through CLI, MCP, CI, and documentation adapters

Surface

Use it for

Command / artifact

CLI

Inspect ownership, search docs, run gates, ask local questions

ak-docs query, search, ask, doctor, gate

MCP server

Let Cursor, Claude Code, Codex-style agents resolve handoffs before editing

ak-docs mcp, handoff.resolve

GitHub Action / CI

Fail stale indexes and broken human-doc links on PRs

AgentsKit-io/doc-bridge@v1.2.1

Documentation conformance

Check the stable ecosystem standard with auditable evidence

ak-docs conformance run documentation-standard-v1 --text

Doc adapters

Link human docs to agent docs

fumadocs, docusaurus, plain-markdown

Monorepo routing

Discover workspaces and checks

pnpm-monorepo

Memory pipeline

Turn agent notes into reviewable documentation drafts

memory ingest, classify, promote --pr

Optional RAG/chat

Ground chat in the same handoff-first index

@agentskit/rag, @agentskit/ink, ak-docs chat

See docs/getting-started.md, docs/mcp.md, and docs/examples.md.

Why this exists

Pattern

Gap

Wiki + RAG

Explains; weak on where to act and proof docs match code

AGENTS.md alone

Great static rules; no ownership index, gates, or human bridge

Context7-class tools

Library docs for the model; not your monorepo routing

doc-bridge ships AgentHandoff JSON:

{
  "type": "agent-handoff",
  "startHere": "docs/for-agents/packages/auth.md",
  "editRoots": ["packages/auth"],
  "checks": ["pnpm --filter @demo/auth test"],
  "humanDoc": "/docs/guides/auth",
  "bridge": { "humanDoc": "linked" }
}

When a human guide is missing, handoffs surface it as a feature:

{
  "bridge": {
    "humanDoc": "missing",
    "action": "ak-docs bootstrap agent-docs"
  },
  "notes": ["Human guide missing for billing. Run: ak-docs bootstrap agent-docs"]
}

Four loops (with real commands)

Loop

Command

What you see

Act

ak-docs query package auth --agent

editRoots, checks, startHere

Bridge

ak-docs bootstrap agent-docs

Draft agent docs from human site; bridge.humanDoc in handoff

Learn

ak-docs memory classifypromote

HITL draft for agent corpus

Explain

ak-docs ask "auth is broken in staging"

Ownership match + handoff preview + next commands

ak-docs ask "who owns schemas"
# Best match: ownership os-core
# Handoff preview
#   start:  docs/for-agents/packages/os-core.md
#   edit:   packages/os-core
#   checks: pnpm --filter os-core lint · pnpm --filter os-core test

Coverage your team checks daily

ak-docs doctor --text
ak-docs doctor --badge          # shields.io markdown for README
ak-docs index --watch           # keep index fresh while editing docs
Score: 82/100 (B)
  Agent docs:      8/10 (80% handoff-ready)
  Human guides:    6/10 (60% bridged)
  Gates:           3/3 passing

Next actions
  → ak-docs bootstrap agent-docs
  → ak-docs query package billing --agent

Agent uses it alone

  1. MCP auto-wire: ak-docs mcp install --cursor

  2. Skill/rule: paste docs/skills/doc-bridge.md into Cursor rules — agents call handoff.resolve before editing packages/*

  3. Handoff is the next step: startHere, checks, and bridge are in the JSON/MCP response

CI as first-class citizen

Reuse the bundled GitHub Action on every PR:

permissions:
  contents: read

steps:
  - uses: actions/checkout@v4
  - uses: AgentsKit-io/doc-bridge@v1.2.1
    with:
      config-path: doc-bridge.config.json

The Action checks the committed index before changing anything, pins the matching npm package, and rejects non-exact package versions. See the Marketplace guide.

handoff coverage human bridge

Run ak-docs doctor --badge locally to refresh — or pnpm coverage:badge in CI.

Or locally:

ak-docs index && ak-docs gate run

Gate fails with Index is stale. Run: ak-docs index — same check in CI annotations.

Product surface

Core — always (no LLM)

Surface

Purpose

Demo

ak-docs demo — bundled fixture, no setup

Doctor

Coverage score, missing humanDoc/agent doc, next actions

Index

DocBridgeIndex + contentHash + llms.txt + capabilities

CLI

query / search / list / ask / gate / memory / bootstrap

MCP

handoff.resolve, doc.search, doc.get, gate.status, …

Gates

Freshness, human-link validation, optional OKF style

Adapters

pnpm-monorepo, fumadocs, docusaurus, plain-markdown

Optional AgentsKit peers

npm i -D @agentskit/rag @agentskit/ink @agentskit/adapters @agentskit/memory react
ak-docs rag ingest && ak-docs chat

See docs/chat-and-rag.md.

AgentsKit ecosystem

Who uses it (public)

Designed for and dogfooded on open AgentsKit surfaces:

Surface

Link

for-agents

agentskit.io/docs/for-agents

Registry

registry.agentskit.io

Playbook

playbook.agentskit.io

AgentsKit Chat

documentation · source

AgentsKit OS

akos.agentskit.io

Code Review

repository-native CLI

This repo

CI green · ak-docs gate run on every PR

Playbook pattern: docs/playbook/doc-bridge-pattern.md — export with ak-docs playbook pattern --text

Configuration examples

Contract: docs/spec/config-v1.md · CLI: docs/spec/cli.md · MCP: docs/mcp.md · Skill: docs/skills/doc-bridge.md · Pattern: docs/playbook/doc-bridge-pattern.md · Recipes: docs/recipes/index-pipeline.md

Learn loop — memory → draft PR

ak-docs memory ingest
ak-docs memory classify
ak-docs memory promote --pr --dry-run   # preview gh commands
ak-docs memory promote --pr              # opens draft PR via gh

Status

v1.2.1 stable — deterministic Documentation Standard v1 conformance, verified release provenance, Fumadocs portal, Marketplace Action, doctor + CI + skill, and full Tier A/B/C.

pnpm install && pnpm build && pnpm test
pnpm smoke:ollama    # optional — skips if Ollama/peers unavailable

Landing: https://doc-bridge.agentskit.io/

Contributing

Issues and PRs are welcome. Start here:

Need

Doc

Local setup, tests, release flow

CONTRIBUTING.md

Vulnerability reports

SECURITY.md

Community standards

CODE_OF_CONDUCT.md

Release history

CHANGELOG.md

Product positioning

docs/POSITIONING.md

License

MIT

-
license - not tested
-
quality - not tested
A
maintenance

Maintenance

Maintainers
1dResponse time
1dRelease cycle
3Releases (12mo)
Commit activity

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