autonomous-orchestrator SKILL.md skillA
autonomous-orchestrator from romabeckman/harness-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add romabeckman/harness-kit/autonomous-orchestrator@git:20260901.fd66ff0Pins git:20260901.fd66ff0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- romabeckman/harness-kit
- Path
skills/autonomous-orchestrator/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260901.fd66ff0, committed Sep 1, 2026
- First version recorded
- Jun 29, 2026
- Size
- 18,841 bytes
- Repository stars
- 30
- License
- MIT
Sovereign loop manager. Handles file initialization, feature lifecycle tracking, and recursive TDD-Validation-Optimization cycles. Strictly delegates all technical tasks to sub-agents.
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
<execution_gate>
## ⚠️ Step 0 — Initial Input Gate (ONLY permitted pause window)
**Step 0a — Action selection.** ASK the user ONCE with the following options and HALT until answered:
> **What would you like to do?**
>
> - **`resume`** — continue from where the previous session stopped (`docs/product/` is preserved as-is)
> - **`reset`** — discard current `docs/product/` and start a new cycle (scope will be collected next)
**Step 0b — Scope collection (only when action is `reset`).** After the user picks `reset`, ASK for the scope as plain text:
> **Please describe the project scope or paste the PRD:**
Store the text answer as `${scope}`.
```
IF user answered "resume" in Step 0a:
→ SKIP BOOTSTRAP. Apply re-entry rule from Orchestration Loop State Transition Table.
IF user answered "reset" in Step 0a:
→ Delete all files under `docs/product/`.
→ Use ${scope} collected in Step 0b. Proceed to BOOTSTRAP.
```
**Once Step 0 and any missing Bootstrap inputs are resolved — for the entire session:**
- NEVER stop, ask questions, request confirmations, or pause
…Read the whole file at its exact version.
How to install
mdr add romabeckman/harness-kit/autonomous-orchestrator@sha256:81002e7a258f9e79The line at the top of this page pins the label git:20260901.fd66ff0, 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_u3fd276gjjcnhsde)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 29, 2026 and Sep 1, 2026, about one every 16 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260901.fd66ff0 latest | 2026-09-01 | fd66ff0 | 18,841 B | A | view · diff |
| git:20260810.b9eb234 | 2026-08-10 | b9eb234 | 17,184 B | A | view · diff |
| git:20260703.26d0326 | 2026-07-03 | 26d0326 | 16,683 B | A | view · diff |
| git:20260629.e22637d | 2026-06-29 | e22637d | 16,675 B | A | view · diff |
| git:20260629.01420c9 | 2026-06-29 | 01420c9 | 16,330 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 (18841 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
romabeckman/harness-kit · 30 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_u3fd276gjjcnhsde GET https://markdownregistry.com/api/v1/resolve?ref=romabeckman/harness-kit/autonomous-orchestrator GET https://markdownregistry.com/api/v1/blob/81002e7a258f9e7914ba7d2ea00da9539ec7b4273749fa7780a307a6e59e09ae
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.