local-ref

Cache library documentation locally so every session reads from disk instead of re-fetching from external sources. Local docs load via Read tool (free, instant) instead of API calls (tokens + latency).

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Install skill "local-ref" with this command: npx skills add aivokone/ak-skills-core/aivokone-ak-skills-core-local-ref

Local Reference

Cache library documentation locally so every session reads from disk instead of re-fetching from external sources. Local docs load via Read tool (free, instant) instead of API calls (tokens + latency).

Sources

Fetch documentation from any of these, in order of preference:

  • Context7 API — curated library docs with code examples. See references/context7-api.md .

  • WebFetch — official documentation sites (e.g., developer.wordpress.org, getbootstrap.com)

  • Manual — user-provided docs, internal wikis, or CLI --help output

Commands

Init — local-ref init

Set up local documentation cache for a project.

Detect project technologies from these sources:

  • package.json (JS/Node dependencies)

  • composer.json (PHP dependencies)

  • AGENTS.md / CLAUDE.md (mentioned frameworks)

  • requirements.txt / pyproject.toml (Python)

  • Gemfile (Ruby)

  • go.mod (Go)

Confirm with user which technologies to cache. Suggest the top 3-5 most relevant. Skip generic/obvious ones (e.g., don't cache "JavaScript" docs for a JS project).

For each technology: a. Scan project code to identify which APIs/patterns are actually used b. Fetch documentation from best available source (see Sources above) c. Filter fetched content to patterns relevant to this project

Write project-specific docs to docs/reference/<topic>.md :

  • Start each file with the standard header (see File Header Format below)

  • Include only patterns relevant to this project's actual code

  • Cross-reference actual project files when possible (e.g., "Used in lib/acf.php ")

  • Target 100-200 lines per file — enough to be useful, small enough to read quickly

Update AGENTS.md — add a ## Local Reference Documentation section with verbal references (NOT @ -references) to the docs:

Local Reference Documentation

The docs/reference/ directory contains project-specific API references. Check these files before using external documentation tools:

  • docs/reference/&#x3C;file>.md — <brief description>

Update — local-ref update

Refresh existing local docs.

  • Read docs/reference/ to find existing doc files

  • For each file, parse the <!-- source="..." --> header to determine source type and parameters (libraryId /query for context7, url for webfetch)

  • Re-fetch based on source type:

  • context7 — re-fetch using libraryId and query

  • webfetch — re-fetch from url

  • manual — skip (flag for user review if stale)

  • Merge new content while preserving project-specific annotations and cross-references

  • Update the <!-- cached="..." --> date

  • Report what changed (updated, skipped manual, failed)

Lookup — local-ref lookup <topic>

Find documentation, local-first.

  • Check docs/reference/ for a matching file (grep for topic keywords)

  • If found, read the local file and quote/apply the relevant sections to the current task

  • If not found, fetch from external source, then ask user if the result should be saved locally

Save — local-ref save (opportunistic, mid-project)

When working on a project and you fetch documentation from an external source (Context7, WebFetch, etc.) that would be useful across sessions:

  • After using the fetched docs to complete the current task, offer: "This documentation could be useful in future sessions. Save to docs/reference/ ?"

  • If user agrees, write a project-specific version (not raw dump) to docs/reference/<topic>.md with the standard header (see File Header Format)

  • Add the new file to the AGENTS.md ## Local Reference Documentation bullet list so future sessions discover it

  • Continue with the original task

This keeps docs growing organically as the project evolves, without requiring explicit init or update runs.

Passive Behavior (via AGENTS.md)

The init command adds a ## Local Reference Documentation section to AGENTS.md. This section loads every session (~80 tokens) and tells Claude to check docs/reference/ before external lookups. This passive guidance works without loading the skill itself.

File Header Format

Every cached doc file MUST start with this machine-readable header. The update command depends on it.

Vite Asset Pipeline — Project Reference

<!-- source="context7" libraryId="/vitejs/vite" query="build manifest plugin configuration" --> <!-- cached="2026-02-16" -->

Content here...

Header fields:

Field Required Values

source

yes context7 , webfetch , manual

libraryId

if context7 Context7 library ID

url

if webfetch Source URL

query

if applicable Query used to fetch content

cached

yes ISO date (YYYY-MM-DD ) of last fetch

For manually created docs, use source="manual" :

Internal Auth API — Project Reference

<!-- source="manual" cached="2026-02-16" -->

When NOT to Cache

Skip local caching when:

  • Rapidly evolving APIs — bleeding-edge or pre-1.0 libraries where docs change weekly

  • One-off lookups — if you only need one fact, fetching is cheaper than maintaining a file

  • Already in AGENTS.md — if the project's agent instructions already cover the topic

When in doubt, cache. Stale docs are better than no docs — update can refresh context7 and webfetch sources automatically (manual sources are flagged for review).

Key Design Rules

  • Verbal references only — never add @docs/reference/... to AGENTS.md (would bloat system prompt). Use plain text descriptions so Claude reads files on-demand.

  • Project-specific over generic — don't dump raw API output. Tailor examples to the project's actual code, file structure, and patterns.

  • Cross-reference project files — mention where patterns are used (e.g., "see lib/assets.php for implementation").

  • One file per topic — keep docs modular. Don't create one giant reference file.

  • 100-200 lines per file — see target in init command above.

File Naming Convention

Use descriptive kebab-case names:

docs/reference/ ├── acf-patterns.md ├── vite-asset-pipeline.md ├── wordpress-cpt-taxonomy.md ├── bootstrap-grid-components.md └── react-hooks-patterns.md

External Source References

See references/context7-api.md for Context7 API endpoints and common library IDs.

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