AGENTS.mdA

AGENTS.md from andreibesleaga/gabbe is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add andreibesleaga/gabbe/AGENTS.md@git:20261029.5ebfbf5

Pins git:20261029.5ebfbf5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
andreibesleaga/gabbe
Path
AGENTS.md
Versions recorded
1
Latest version
git:20261029.5ebfbf5, committed Oct 29, 2026
Size
1,919 bytes
Repository stars
23
License
a license file GitHub does not identify

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

# AGENTS.md — working on the GABBE repository

This file is for coding agents that change this repository. The kit's own agent
instructions, the ones GABBE installs into other projects, are in
[agents/AGENTS.md](agents/AGENTS.md).

## Layout

- `agents/`: the kit (skills, guides, personas, templates, memory, kit scripts).
- `gabbe/`: the optional Python CLI; its tests are in `gabbe/tests/`.
- `bin/install.js`: the npm installer (`npx gabbe-kit init`).
- `scripts/`: `init.py` (the wizard), registry export/import, gates, `scripts/tests/`.
- `plugins/`: Claude Code plugins, generated from `agents/skills/`.
- `docs/`: the documentation; `site/`: the project website.
- `project/`: runtime state. `project/state.db` is tracked as a seed; never stage local changes to it.

## Rules

- **Golden vault.** Any change under `agents/` changes the emitter output that
  `scripts/tests/test_golden_emitters.py` locks. In the same commit, recapture the
  baseline and rebuild the plugins:

  ```bash
  python3 scripts/gates/capture_emitter_baseline.py scripts/tests/golden/baseline_v0.8.0
  python3 scripts/build_claude_plugin.py
  ```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add andreibesleaga/gabbe/AGENTS.md@sha256:80f37472b7079a2c

The line at the top of this page pins the label git:20261029.5ebfbf5, 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_s2vldl54ia347b7l.svg)](https://markdownregistry.com/a/art_s2vldl54ia347b7l)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 29, 2026.

versioncommittedcommitsizeaudit
git:20261029.5ebfbf5 latest2026-10-29 5ebfbf5 1,919 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (1919 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

andreibesleaga/gabbe · 23 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_s2vldl54ia347b7l
GET https://markdownregistry.com/api/v1/resolve?ref=andreibesleaga/gabbe/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/80f37472b7079a2c78cce9848b2318e0247f29f742e901b9149b0dc8ca3c13bb

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

More from andreibesleaga/gabbe

AGENTS.md@agents AGENTS.md file
andreibesleaga/gabbe · agents/AGENTS.md
git:20261029.ce4317a · audit A · 23 stars
llms.txt llms.txt file
andreibesleaga/gabbe · llms.txt
git:20261029.d5d23d8 · audit C · 23 stars
a2ui-protocols SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/a2ui-protocols/SKILL.md · Design and enforce Agent-to-UI communication protocols. Use when: design agent ui protocol, implement a2ui, build genui.
git:20261014.de0823c · audit A · 23 stars
actor-agent-frameworks SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/actor-agent-frameworks/SKILL.md · Implement and manage Actor and Agent Frameworks (e.g. LangGraph). Use when: setup langgraph, implement actor framework…
git:20261014.de0823c · audit A · 23 stars
agent-communication SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/agent-communication/SKILL.md · Establish Agent-to-Agent (A2A) communication channels and topologies. Use when: setup swarm communication, implement…
git:20261014.de0823c · audit A · 23 stars
agent-ui SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/agent-ui/SKILL.md · Build specialized user interfaces for interacting with Agents. Use when: build agent ui, create tracing dashboard…
git:20261014.de0823c · audit A · 23 stars
autonomous-swarm-patterns SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/autonomous-swarm-patterns/SKILL.md · Implement self-organizing autonomous swarm architectures. Use when: implement swarm, deploy autonomous agents, setup…
git:20261014.de0823c · audit A · 23 stars
beyond-llms SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/beyond-llms/SKILL.md · Implement advanced neuro-symbolic and genetic algorithm techniques. Use when: implement active inference, add…
git:20261014.de0823c · audit A · 23 stars
context-engineering SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/context-engineering/SKILL.md · Engineer what enters the model's context window for reliability and cost using Write, Select, Compress, and Isolate…
git:20261014.de0823c · audit A · 23 stars
llm-as-judge SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/llm-as-judge/SKILL.md · Score open-ended LLM/agent outputs with another LLM as evaluator while controlling for known judge biases. Use when…
git:20261014.de0823c · audit A · 23 stars
multi-agent-systems SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/multi-agent-systems/SKILL.md · Orchestrate Multi-Agent System (MAS) architectures. Use when: design mas, setup multi-agent, orchestrate agents.
git:20261014.de0823c · audit A · 23 stars
rag-evaluation SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/rag-evaluation/SKILL.md · Evaluate retrieval-augmented-generation pipelines with reference-free metrics to detect silent retrieval and grounding…
git:20261014.de0823c · audit A · 23 stars

Every file in andreibesleaga/gabbe

Other files named AGENTS.md

AGENTS.md AGENTS.md file
morluto/rea · AGENTS.md
git:20261101.d684125 · audit A · 417,919 stars
AGENTS.md AGENTS.md file
obra/superpowers · AGENTS.md
git:20261020.b739a8a · audit A · 309,852 stars
AGENTS.md AGENTS.md file
affaan-m/ecc · AGENTS.md
git:20261030.f29e332 · audit A · 293,827 stars
AGENTS.md AGENTS.md file
firecrawl/firecrawl · AGENTS.md
git:20261008.5a75dca · audit A · 198,353 stars
AGENTS.md AGENTS.md file
dietrichgebert/ponytail · AGENTS.md
git:20261008.2a1fe84 · audit A · 182,080 stars
AGENTS.md AGENTS.md file
graphify-labs/graphify · AGENTS.md
git:20260926.98d73fe · audit A · 139,879 stars
AGENTS.md AGENTS.md file
garrytan/gstack · AGENTS.md
git:20261027.a50cf58 · audit A · 138,879 stars
AGENTS.md AGENTS.md file
juliusbrussee/caveman · AGENTS.md
git:20260902.d9faebc · audit A · 116,476 stars

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