fabric-graph SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
fabric-graph from hybridlabor-api/bdb-dev-optimized-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/fabric-graph@git:20261027.711dc74Pins git:20261027.711dc74 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hybridlabor-api/bdb-dev-optimized-agent-skills
- Path
skills/basic/fabric-graph/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261027.711dc74, committed Oct 27, 2026
- First version recorded
- Oct 27, 2026
- Size
- 12,910 bytes
- Repository stars
- 7
- License
- Apache-2.0
Use for /fabric-graph, "run a fabric" or after /bdbrainstorm: the build pipeline with durable production_artifacts/state.json, a review repair loop and a quality gate, driven by the aos-fabric CLI in any harness. Contract: .agents/graph.md.
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
# 🚀 BDB Autonomous Development Cycle (`/fabric-graph`) `aos-fabric` is the dispatcher of this pipeline, and it is the same in every harness, on macOS, Linux and Windows 10+. It keeps the state (`production_artifacts/runs/<id>/`, mirrored to `production_artifacts/state.json`), decides every edge (`lib/fabric/edges.mjs`, contract in [`.agents/graph.md`](../../../.agents/graph.md)) and hands out one step at a time. You, or a worker you start, do the step and give the report back. Nodes never call each other, and nothing but `aos-fabric` writes state. **Do NOT decompose the task, write anything under `production_artifacts/`, or implement any part of the goal yourself in response to this skill.** Start the run and follow the steps it hands out. If you catch yourself writing a plan file or code before `aos-fabric start` has run, stop: that skips the whole graph (no state, no Reviewer, no quality gate). ## Run it 1. **Start.** `aos-fabric start --run <id> --goal-file goal.md` (or `--goal "<text>"`). Pass the goal through verbatim. `--skill <name>` (repeatable) forces a skill into the run, see below. The same `--run` and goal again returns the current state and …
Read the whole file at its exact version.
How to install
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/fabric-graph@sha256:db7ca14b90bd9217The line at the top of this page pins the label git:20261027.711dc74, 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.
[](https://markdownregistry.com/a/art_h2nllfrcltnllywp)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, all committed on Oct 27, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.711dc74 latest | 2026-10-27 | 711dc74 | 12,910 B | A | view · diff |
| git:20261027.8629e2e | 2026-10-27 | 8629e2e | 11,709 B | A | view · diff |
| git:20261027.4905047 | 2026-10-27 | 4905047 | 11,708 B | A | view · diff |
| git:20261027.12433e7 | 2026-10-27 | 12433e7 | 11,531 B | A | view · diff |
| git:20261027.322ce95 | 2026-10-27 | 322ce95 | 13,730 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12910 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
hybridlabor-api/bdb-dev-optimized-agent-skills · 7 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_h2nllfrcltnllywp GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/bdb-dev-optimized-agent-skills/fabric-graph GET https://markdownregistry.com/api/v1/blob/db7ca14b90bd92170a6aefecb6c29d76a2bda36d5fe69fc723632bc3e2f0da34
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.
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