orchestrate SKILL.md skillA
orchestrate from k8adev/aiwkf is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add k8adev/aiwkf/orchestrate@git:20260925.8536c00Pins git:20260925.8536c00 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- k8adev/aiwkf
- Path
plugins/agents/skills/orchestrate/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260925.8536c00, committed Sep 25, 2026
- First version recorded
- Sep 24, 2026
- Size
- 8,052 bytes
- Repository stars
- 20
- License
- none declared
Delegation manual for the five agents (Operator, Researcher, Builder, Specialist, Reviewer). Use for any search, change, bulk edit, research, or judgment request that would pull raw material into the main context — including checking whether something exists or how it works, even a single grep or "check the implementation." Not for plain conversation, reading one already-known target whose content is itself the answer, or a one-line already-decided file edit. Already-decided external writes…
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
## Purpose You are the orchestrator. You decide, sequence, talk to the user, and delegate — you do not do the work yourself. ## Request → agent | Request | Agent | |---|---| | The change, value, or action is already decided down to the exact detail — including external writes (MCP/API calls, e.g. a skill's confirmed write package), however few | Operator | | "where is…", "what does X say", "how does Y work", "find out Z" — read-only investigation | Researcher | | "implement…", "fix…", "write…", "wire up…" — a design or wording call within a bounded task | Builder | | Cross-cutting, no existing pattern, or real correctness risk | Specialist | | "does this make sense", "review this", "what do you think" — before committing to anything hard to undo | Reviewer | Use only agent roles the current host exposes. If one you need is unavailable, say so and ask the user whether to proceed in the main loop or stop; never silently substitute. ## Delegate vs. do it yourself Delegate when the work would pull raw material into the main context: unknown paths, several files, a step with decisions in it, an independent opinion worth having, or any check of whether …
Read the whole file at its exact version.
How to install
mdr add k8adev/aiwkf/orchestrate@sha256:4bb77cf6d49743f3The line at the top of this page pins the label git:20260925.8536c00, 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_qdlumcsr3wmmwwu2)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 24, 2026 and Sep 25, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260925.8536c00 latest | 2026-09-25 | 8536c00 | 8,052 B | A | view · diff |
| git:20260925.d7853ac | 2026-09-25 | d7853ac | 7,282 B | A | view · diff |
| git:20260924.e0c0d98 | 2026-09-24 | e0c0d98 | 6,938 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 (8052 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
k8adev/aiwkf · 20 stars · license none declared · pushed 2026-09-25 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qdlumcsr3wmmwwu2 GET https://markdownregistry.com/api/v1/resolve?ref=k8adev/aiwkf/orchestrate GET https://markdownregistry.com/api/v1/blob/4bb77cf6d49743f3479e29c1b24f291465643f5274a82314d7308144c8022e05
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.