orchestration SKILL.md skillA
orchestration from ariaxhan/kernel-claude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ariaxhan/kernel-claude/orchestration@git:20260922.3436977Pins git:20260922.3436977 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ariaxhan/kernel-claude
- Path
skills/orchestration/SKILL.md- Versions recorded
- 8
- Latest version
- git:20260922.3436977, committed Sep 22, 2026
- First version recorded
- Jul 7, 2026
- Size
- 7,531 bytes
- Repository stars
- 14
- License
- MIT
Multi-agent orchestration: lane contracts, worker-model doctrine, fault tolerance. Triggers: orchestrate, coordinate, agents, parallel, spawn, contract, tier 2, tier 3.
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
<skill id="orchestration">
<purpose>
Orchestration is coordination, not implementation. You define contracts, agents
execute, AgentDB is the bus. Never assume completion without reading the file.
Reference on demand: skills/orchestration/reference/orchestration-research.md.
</purpose>
<lane_contract>
Every spawned lane gets ALL of these fields; a missing field is where the lane fails:
1. **Deliverable**: the observable artifact, named exactly (file path, PR, report).
2. **Read-first list**: the files/docs the lane must read before acting.
3. **Files table**: exhaustive list of files it may touch (`constraints.files`).
No two concurrent lanes may overlap. Contract JSON:
`{"goal":"X","constraints":{"files":["a.sh","b.md"]},"tier":2}`
4. **Known traps, restated**: gotchas relevant to this lane, inlined, not linked.
5. **Verification loop with exact commands**: the literal commands the lane runs to
prove its own work (test invocation, grep, curl), plus expected output.
6. **Forbidden list**: what the lane must NOT do (push, touch _meta/, add deps, ...).
7. **Raw-data return format**: counts, file lists, command output. Never narrative
…Read the whole file at its exact version.
How to install
mdr add ariaxhan/kernel-claude/orchestration@sha256:e02997ff69f26433The line at the top of this page pins the label git:20260922.3436977, 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_lgz2qbn4ormvy43k)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Jul 7, 2026 and Sep 22, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260922.3436977 latest | 2026-09-22 | 3436977 | 7,531 B | A | view · diff |
| git:20260910.7a6362e | 2026-09-10 | 7a6362e | 7,440 B | A | view · diff |
| git:20260910.20bff72 | 2026-09-10 | 20bff72 | 5,653 B | A | view · diff |
| git:20260731.4385c8e | 2026-07-31 | 4385c8e | 5,673 B | A | view · diff |
| git:20260731.4cbb8fe | 2026-07-31 | 4cbb8fe | 5,570 B | A | view · diff |
| git:20260711.c23e6cb | 2026-07-11 | c23e6cb | 5,010 B | A | view · diff |
| git:20260710.f11895f | 2026-07-10 | f11895f | 4,927 B | A | view · diff |
| git:20260707.83cdd50 | 2026-07-07 | 83cdd50 | 3,830 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 (7531 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
ariaxhan/kernel-claude · 14 stars · license MIT · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lgz2qbn4ormvy43k GET https://markdownregistry.com/api/v1/resolve?ref=ariaxhan/kernel-claude/orchestration GET https://markdownregistry.com/api/v1/blob/e02997ff69f2643337993c6101285b8f065d7efb1e343004f6efc2e56ee9db41
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 ariaxhan/kernel-claude
Every file in ariaxhan/kernel-claude