startcycle-graph-user SKILL.md skillA
startcycle-graph-user 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-user@git:20261010.3802202Pins git:20261010.3802202 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-user/SKILL.md- Versions recorded
- 12
- Latest version
- git:20261010.3802202, committed Oct 10, 2026
- First version recorded
- Aug 28, 2026
- Size
- 11,844 bytes
- Repository stars
- 7
- License
- Apache-2.0
Use when a task needs a small, throwaway multi-agent fan-out (a couple of parallel workers plus a review pass) in ANY project — trigger phrases "spawn a few parallel agents", "fan out", "quick worker team" — without the full /startcycle-graph contract, no .agents/graph.md bootstrap, no state.json schema, no persistent files. Roles run on the session model unless `.aos/pipeline.json` overrides one (an external CLI can take the worker step) and portable across machines that may not have…
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
# ⚡ Light Graph — disposable multi-agent fan-out `/startcycle-graph`'s dispatcher graph is a permanent, project-scoped contract: seven fixed BDB roles, a `state.json` schema, a repair loop, a Stop-hook gate. That's the right tool for the BDB build pipeline — and the wrong tool for "spawn me 3 workers for this one thing right now" in a project that has never heard of `.agents/graph.md` and never should. This skill is that lighter tool: a graph sized to the task in front of you, run once, nothing left behind. ## 1. Design the graph — you do this, before touching any tool Read the task. Decide how many nodes it actually needs — most tasks need 2 to 4, not seven: - **Plan** (always, even if it's one line): what are the parallel workstreams, and what does "done" look like for each. - **Workers** (1 to N, run in parallel): the actual fan-out. If the task doesn't parallelize, this is one node, not several for appearance's sake. - **Review** (usually, skip only for genuinely trivial work): one adversarial pass over the workers' output before you call it finished. Do not invent more structure than the task has. A two-file edit doesn't need …
Read the whole file at its exact version.
How to install
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/startcycle-graph-user@sha256:1757030ee9dc38cdThe line at the top of this page pins the label git:20261010.3802202, 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_j7ykgmjdm4bbamio)
7 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 12 versions of this file, between Aug 28, 2026 and Oct 10, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261010.3802202 latest | 2026-10-10 | 3802202 | 11,844 B | A | view · diff |
| git:20261010.e3cb349 | 2026-10-10 | e3cb349 | 11,343 B | A | view · diff |
| git:20261007.fd9af3a | 2026-10-07 | fd9af3a | 11,258 B | A | view · diff |
| git:20261007.8bb96b7 | 2026-10-07 | 8bb96b7 | 10,725 B | A | view · diff |
| git:20261007.5ed94c2 | 2026-10-07 | 5ed94c2 | 11,157 B | A | view · diff |
| git:20260930.fc3173c | 2026-09-30 | fc3173c | 10,626 B | A | view · diff |
| git:20260924.a943785 | 2026-09-24 | a943785 | 10,638 B | A | view · diff |
| git:20260910.506fa88 | 2026-09-10 | 506fa88 | 10,452 B | A | view · diff |
| git:20260909.f88b318 | 2026-09-09 | f88b318 | 10,326 B | A | view · diff |
| git:20260909.779467e | 2026-09-09 | 779467e | 9,798 B | A | view · diff |
| git:20260909.4c376d5 | 2026-09-09 | 4c376d5 | 7,897 B | A | view · diff |
| git:20260828.3a93688 | 2026-08-28 | 3a93688 | 6,795 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 (11844 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_j7ykgmjdm4bbamio GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/bdb-dev-optimized-agent-skills/startcycle-graph-user GET https://markdownregistry.com/api/v1/blob/1757030ee9dc38cd8dc7b3229cb923051d771b949cf211733b45bbc79f6a2912
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 hybridlabor-api/bdb-dev-optimized-agent-skills
Every file in hybridlabor-api/bdb-dev-optimized-agent-skills