functional-area-resolver SKILL.md skillA

functional-area-resolver from garrytan/gbrain is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add garrytan/gbrain/functional-area-resolver@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
garrytan/gbrain
Path
skills/functional-area-resolver/SKILL.md
Versions recorded
5
Latest version
v1.0.0, committed Oct 7, 2026
First version recorded
May 12, 2026
Size
17,125 bytes
Repository stars
31,587
License
MIT

Compress an agent's routing file (RESOLVER.md or AGENTS.md) by converting granular skill-per-row tables into functional-area dispatchers. Each area lists sub-skills in a "(dispatcher for: ...)" clause. The LLM reads one area entry and routes to the correct sub-skill. Proven via held-out A/B eval: dispatcher pattern outperforms naive pipe-table compression.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Functional-Area Resolver — Pattern for Compressing Routing Tables

## Problem

Routing files (RESOLVER.md, AGENTS.md) grow as skills are added. Each skill
gets its own row (trigger -> skill path). At ~200+ skills this hits 25-30KB,
eating context budget that should go to actual work.

## Solution: Functional-Area Dispatchers

Replace N rows per area with **one entry per functional area**. Each entry
lists all sub-skills it can dispatch to in a `(dispatcher for: ...)` clause.

### Before (270 rows, 25KB)
```
- Creating/enriching a person or company page -> `enrich`
- Fix broken citations in brain pages -> `citation-fixer`
- Publish/share a brain page as link -> `brain-publish`
- Generate PDF from brain page -> `brain-pdf`
- Read a book through lens of a problem -> `strategic-reading`
- Personalized book analysis -> `book-mirror`
- Brain integrity -> `brain-librarian`
...
```

### After (13 rows, 13KB)
```
- **Brain & knowledge**: create/enrich/search/export brain pages, filing,
  citations, publishing, book analysis, strategic reading, concept synthesis,
  archive mining -> `brain-ops` (dispatcher for: enrich, query, brain-pdf,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add garrytan/gbrain/functional-area-resolver@sha256:fe6e35fbb34dffec

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3h76x3b2rzq2j4v2.svg)](https://markdownregistry.com/a/art_3h76x3b2rzq2j4v2)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between May 12, 2026 and Oct 7, 2026, about one every 37 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-10-07 590bb9a 17,125 BA view · diff
v1.0.02026-10-04 739e5cc 16,731 BA view · diff
v1.0.02026-05-20 772253e 16,260 BA view · diff
v1.0.02026-05-12 59d077f 15,969 BA view · diff
v1.0.02026-05-12 7be1726 15,961 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (17125 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

garrytan/gbrain · 31,587 stars · license MIT · pushed 2026-11-06 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_3h76x3b2rzq2j4v2
GET https://markdownregistry.com/api/v1/resolve?ref=garrytan/gbrain/functional-area-resolver
GET https://markdownregistry.com/api/v1/blob/fe6e35fbb34dffec7af9ce4a6cc9c0b0eaa8345f97f33262a2abe0983431b421

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from garrytan/gbrain

AGENTS.md AGENTS.md file
garrytan/gbrain · AGENTS.md
git:20261104.3b81f1a · audit B · 31,587 stars
CLAUDE.md CLAUDE.md file
garrytan/gbrain · CLAUDE.md
git:20261026.fe9154d · audit A · 31,587 stars
DESIGN.md DESIGN.md file
garrytan/gbrain · DESIGN.md
git:20260519.3a0e111 · audit A · 31,587 stars
DESIGN.md@admin DESIGN.md file
garrytan/gbrain · admin/DESIGN.md
git:20260503.f082501 · audit A · 31,587 stars
gbrain SKILL.md skill
garrytan/gbrain · docs/integrations/qm-harness-snippets/SKILL.md · Search and write the company knowledge brain. Use for any question about the org, people, projects, decisions, or…
git:20260801.aff34a4 · audit A · 31,587 stars
reference-pack SKILL.md skill
garrytan/gbrain · examples/skillpack-reference/skills/reference-pack/SKILL.md · Reference skill demonstrating the 10/10 skillpack contract. Adds a "what does this skillpack do" answer to the user's…
git:20260520.bc9f777 · audit A · 31,587 stars
llms-full.txt llms.txt file
garrytan/gbrain · llms-full.txt
git:20261106.dd98008 · audit F · 31,587 stars
llms.txt llms.txt file
garrytan/gbrain · llms.txt
git:20261104.dea361e · audit A · 31,587 stars
brain-ingest-gate SKILL.md skill
garrytan/gbrain · plugin-variants/gbrain-coding/skills/brain-ingest-gate/SKILL.md · Pre-write quality gate for content entering the brain. No raw copies: a bare cp/mv into the brain repo is a bug. Before…
v1.0.0 · audit A · 31,587 stars
brain-link-discipline SKILL.md skill
garrytan/gbrain · plugin-variants/gbrain-coding/skills/brain-link-discipline/SKILL.md · When you report a brain page to the user — created, edited, committed, or relayed from a subagent — a working link is…
v1.0.0 · audit A · 31,587 stars
brain-ops SKILL.md skill
garrytan/gbrain · plugin-variants/gbrain-coding/skills/brain-ops/SKILL.md · Brain knowledge base operations. The core read/write cycle: brain-first lookup, read-enrich-write loop, source…
v1.2.0 · audit A · 31,587 stars
concept-synthesis SKILL.md skill
garrytan/gbrain · plugin-variants/gbrain-coding/skills/concept-synthesis/SKILL.md · Deduplicate and synthesize raw concept stubs into a tiered intellectual map (T1 Canon to T4 Riff), tracing idea…
v0.2.0 · audit A · 31,587 stars

Every file in garrytan/gbrain

Other files named functional-area-resolver

functional-area-resolver SKILL.md skill
garrytan/gbrain · plugin-variants/gbrain-coding/skills/functional-area-resolver/SKILL.md · Compress an agent's routing file (RESOLVER.md or AGENTS.md) by converting granular skill-per-row tables into…
v1.0.0 · audit A · 31,587 stars
functional-area-resolver SKILL.md skill
garrytan/gbrain · plugin/skills/functional-area-resolver/SKILL.md · Compress an agent's routing file (RESOLVER.md or AGENTS.md) by converting granular skill-per-row tables into…
v1.0.0 · audit A · 31,587 stars

Browse by kind, by grade A, or by owner.