bdb-aos SKILL.md skillA
bdb-aos 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/bdb-aos@git:20261014.3309422Pins git:20261014.3309422 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/bdb-aos/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261014.3309422, committed Oct 14, 2026
- First version recorded
- Sep 30, 2026
- Size
- 1,792 bytes
- Repository stars
- 7
- License
- Apache-2.0
Entry point for the BDB Agent OS suite installed as a Claude Code plugin. Use to find out which of the 200+ AOS skills, the seven startcycle subagents, or the pipeline workflows apply to a task, and where their contracts live. Reach for a specific skill directly when you already know its name — this skill only routes.
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 Agent OS The full AOS suite: 200+ skills, 45 subagents, and the startcycle pipelines. ## Where things live | Component | Location | |---|---| | Skills | `skills/<category>/<name>/SKILL.md` | | Subagents | `agents/<name>.md` (mirrors `.claude/agents/`) | | Pipeline contract | `.agents/graph.md`, node registry in `.agents/nodes.json` | | State schema | `.agents/state.schema.json` | ## Pipelines Three variants, differing only in how much machinery the task needs: | Skill | Shape | |---|---| | `startcycle` | Linear chain: Architect → TechLead → parallel build → Reviewer. | | `startcycle-graph` | Dispatcher graph: durable `state.json`, Reviewer repair loop, automated quality gate, human escalation. | | `startcycle-graph-user` | Throwaway 2–4 node fan-out, nothing persistent left behind. | **Agents never invoke each other.** A dispatcher — the main session or the workflow script — decides every next step. Routing lives in the graph contract, never inside an agent's prompt. ## Skill categories `design-ui-ux`, `engineering-method`, `media-eventtech`, `bdb-core`, `library`, `engineering-hardware`, `business-ops`. Pick the narrowest match; a `library` skill should never …
Read the whole file at its exact version.
How to install
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/bdb-aos@sha256:1399c0788fb8e484The line at the top of this page pins the label git:20261014.3309422, 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_osankwkdr7syuzrq)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 30, 2026 and Oct 14, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.3309422 latest | 2026-10-14 | 3309422 | 1,792 B | A | view · diff |
| git:20261010.2e33918 | 2026-10-10 | 2e33918 | 1,792 B | A | view · diff |
| git:20261007.4f04a84 | 2026-10-07 | 4f04a84 | 1,776 B | A | view · diff |
| git:20261006.0b28e90 | 2026-10-06 | 0b28e90 | 1,776 B | A | view · diff |
| git:20260930.033e810 | 2026-09-30 | 033e810 | 1,776 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 (1792 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_osankwkdr7syuzrq GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/bdb-dev-optimized-agent-skills/bdb-aos GET https://markdownregistry.com/api/v1/blob/1399c0788fb8e4847b40481f5317329ce8a7f09db1ba813b5d1b0dd9c4e97af9
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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