Agent-Native Docs Lookup

SkillAI & models

Once added, your AI can search the Agent-Native framework documentation and source code that ships with your app's packages. The material it finds matches the exact version your project uses, so answers and code stay in sync with what is installed. This helps when building with @agent-native/core or answering questions about generated apps, workspaces, templates, and advanced features.

Available today. Use it from your connected AI after setup.

Add the skill, then point your AI at your project and ask it to implement a feature or answer a framework question. It will consult the bundled docs and source first, so its guidance reflects the version you actually use.

Then ask your AI: use the Agent-Native Docs Lookup skill

What your AI can do with it

  • Search framework docs that match your installed version
  • Read the source code installed with your app's packages
  • Answer questions about @agent-native/core APIs
  • Explain generated apps, workspaces, and templates
  • Look up advanced framework features before implementing them

What this skill tells your AI

The instructions your AI receives, as published by builderio/agent-native in .agents/skills/agent-native-docs/SKILL.md and read by ahel’s review.

Rule

Before implementing or explaining non-trivial Agent-Native behavior, read the version-matched docs installed with @agent-native/core. When examples, imports, or implementation details matter, inspect the packaged source corpus too.

Why

Generated apps and workspaces may be on a different framework version than the public docs or model memory. The installed package is the source that matches the app in front of you. It also includes a source-only corpus of first-party templates so agents can replicate current best-practice patterns without needing the framework monorepo checkout.

How

From a generated app directory:

pnpm action framework-search --pattern "defineAction"
pnpm action framework-search --pattern "templates/*/actions/*.ts" --mode glob --scope source
pnpm action framework-search --pattern "Agent(?:Panel|Sidebar)" --mode regex --scope source

Use framework-search first when a question may cross the docs and source boundary. It searches the version-matched framework docs, runtime-visible skills, readable Core or Toolkit package source, and first-party template corpus in one bounded read-only call. Use scope: docs or scope: source to narrow it, then use the existing focused readers for the page or file you need.

The same tool is available in the headless pnpm agent loop and every built-in app agent. Its default substring mode is safest for ordinary questions; use glob for wildcard paths, sql-like for % and _ wildcards, and regex for precise structural matches. Results are bounded, so refine the pattern or path instead of treating a truncated result as exhaustive.

From a generated app directory, the lower-level readers remain available:

pnpm action docs-search --query "<feature>"
pnpm action docs-search --slug <slug>
pnpm action docs-search --list
pnpm action source-search --query "<pattern>"
pnpm action source-search --path templates/plan/AGENTS.md
pnpm action source-search --path templates/chat/actions/hello.ts
pnpm action source-search --list

The headless pnpm agent loop and built-in app agent also expose read-only framework-search, docs-search, and source-search tools. Use the unified tool for discovery, then the focused tools for full page or file reads.

If the action runner is unavailable, search the package directly:

rg -n "actions|automations|a2a|sharing" node_modules/@agent-native/core/docs
rg -n "defineAction|useActionQuery" node_modules/@agent-native/core/corpus

Then read node_modules/@agent-native/core/docs/AGENTS.md or the matching file under node_modules/@agent-native/core/docs/content/. For template examples, read files under node_modules/@agent-native/core/corpus/templates/. The corpus carries templates only; for Core's own implementation read node_modules/@agent-native/core/dist/ (compiled sources plus .d.ts).

Toolkit ships readable TypeScript under node_modules/@agent-native/toolkit/src/. Read customizing-agent-native before taking ownership of a shared component: inspect package source as a read-only reference, then configure, compose, or eject the smallest supported unit into app-owned source. Preserve public actions, application state, auth, and agent-chat runtime contracts. Never edit node_modules or deep-import its private source. Manual copying is only the fallback described by an unknown third-party package's add-style blueprint.

Reuse Proven Patterns (rg + cp)

Version-matched installed source outranks web docs or memory: it is the exact code shipping with this app. node_modules/@agent-native/core/corpus/templates/ holds source for every first-party template, not just the one this app started from, so a pattern from the mail template is fair game for a tasks app. Grep across it, then copy a whole file as a starting point instead of writing the pattern from scratch:

# Find how other templates solved a similar problem
rg -n "drag.*drop|reorder" node_modules/@agent-native/core/corpus/templates

# Grab a proven action file as a starting point, then adapt names/schema
cp node_modules/@agent-native/core/corpus/templates/mail/actions/archive-email.ts \
   actions/archive-item.ts

# Read the framework's own implementation behind an API
rg -n "defineAction" node_modules/@agent-native/core/dist/action.js

Copying template-level app code (actions, components, skill files) is the expected reuse path — templates exist to be forked. This is different from copying core/toolkit runtime internals: for those, follow customizing-agent-native's configure/compose/eject ladder instead of hand-duplicating framework logic.

Useful Slugs

NeedSlugs
Actions and typed client callsactions, client
SQL, auth, access, sharingdatabase, authentication, security, sharing
UI state visible to the agentcontext-awareness
Headless and chat-first appspure-agent-apps, agent-surfaces, using-your-agent
Automations and schedulesautomations, recurring-jobs
Cross-app and external agentsa2a-protocol, external-agents, mcp-protocol, mcp-apps
Skills and instructionsskills-guide, writing-agent-instructions

Don't

  • Do not rely on memory for framework APIs when package docs are present.
  • Do not add custom REST wrappers for app data before reading actions.
  • Do not add inline LLM calls before reading using-your-agent and agent-surfaces.
  • Do not copy framework runtime internals when a public API or narrow UI copy will do; read customizing-agent-native for the supported override ladder.

Authoring visual docs blocks

Treat the shared Diagram block as a renderer, not as a reason to style every docs UI as a sketch. Use the hand-drawn font and Rough.js only for actual diagrams or wireframes that communicate structure, flow, or a design draft. For polished UI-like content - cards, logo walls, tables, controls, or product shells — set renderMode="design" (and usually frame="hide" when the block is the content itself). Design mode preserves normal docs typography and disables the Rough.js overlay. Keep data-rough only on elements intentionally sketched inside a real diagram.

Signals

GitHub stars
5k
Forks
440
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
agent-native-docs
Source
github.com/builderio/agent-native