startcycle-graph SKILL.md skillA
startcycle-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/startcycle-graph@git:20261010.bed714dPins git:20261010.bed714d 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/startcycle-graph/SKILL.md- Versions recorded
- 14
- Latest version
- git:20261010.bed714d, committed Oct 10, 2026
- First version recorded
- Aug 28, 2026
- Size
- 9,129 bytes
- Repository stars
- 7
- License
- Apache-2.0
Use when running the autonomous multi-agent build pipeline after /bdbrainstorm or /grill-me, when the user types /startcycle-graph or "run a startcycle", or when a task needs durable state, a review repair loop and an automated quality gate. Routes to the startcycle-dispatch Dynamic Workflow, which reads production_artifacts/state.json and invokes Architect, TechLead, UI/UX, Engineering, Media/EventTech, Reviewer, and Shipping in turn per .agents/graph.md's edge table — the agents never invoke…
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 (`/startcycle-graph`) **Step 0 — bootstrap the contract into this project, before calling `Workflow`.** Every agent the dispatcher spawns is told to read/write `production_artifacts/state.json` "per `.agents/state.schema.json`" — a path resolved against the CURRENT PROJECT, not globally. If this project has never run `/startcycle-graph` before, that file (and `.agents/graph.md`) won't be here yet, and every agent will freelance the state shape instead of conforming to the schema (observed for real: a run's `state.json` was missing `run_id`/`max_iterations`/`gate`/`findings`/`approvals` and had several fields the schema doesn't define at all). Fix it first: ```bash mkdir -p .agents [ -f .agents/graph.md ] || cp "$HOME/.agents/graph.md" .agents/graph.md [ -f .agents/state.schema.json ] || cp "$HOME/.agents/state.schema.json" .agents/state.schema.json [ -f .agents/nodes.json ] || cp "$HOME/.agents/nodes.json" .agents/nodes.json ``` `nodes.json` is not optional and is the one that fails loudest: it is the node registry the dispatcher loads as its very first step, and without it …
Read the whole file at its exact version.
How to install
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/startcycle-graph@sha256:6adb3c38e9f88b26The line at the top of this page pins the label git:20261010.bed714d, 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_hfgbpje5wnng7dcn)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 14 versions of this file, between Aug 28, 2026 and Oct 10, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261010.bed714d latest | 2026-10-10 | bed714d | 9,129 B | A | view · diff |
| git:20261010.e3cb349 | 2026-10-10 | e3cb349 | 9,126 B | A | view · diff |
| git:20261007.fd9af3a | 2026-10-07 | fd9af3a | 9,088 B | A | view · diff |
| git:20261007.8bb96b7 | 2026-10-07 | 8bb96b7 | 8,870 B | A | view · diff |
| git:20261006.9ac9119 | 2026-10-06 | 9ac9119 | 8,922 B | A | view · diff |
| git:20261001.c45e976 | 2026-10-01 | c45e976 | 8,704 B | A | view · diff |
| git:20261001.7126f88 | 2026-10-01 | 7126f88 | 8,735 B | A | view · diff |
| git:20260925.1e032ef | 2026-09-25 | 1e032ef | 8,693 B | A | view · diff |
| git:20260924.a943785 | 2026-09-24 | a943785 | 7,938 B | A | view · diff |
| git:20260910.506fa88 | 2026-09-10 | 506fa88 | 7,349 B | A | view · diff |
| git:20260909.64ffff4 | 2026-09-09 | 64ffff4 | 7,029 B | A | view · diff |
| git:20260909.dab1ea7 | 2026-09-09 | dab1ea7 | 6,449 B | A | view · diff |
| git:20260909.4c376d5 | 2026-09-09 | 4c376d5 | 5,949 B | A | view · diff |
| git:20260828.3a93688 | 2026-08-28 | 3a93688 | 5,225 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 (9129 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_hfgbpje5wnng7dcn GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/bdb-dev-optimized-agent-skills/startcycle-graph GET https://markdownregistry.com/api/v1/blob/6adb3c38e9f88b26b623efeb1e5cb9f16c8ded541d5786a83fd64ac257265646
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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