agent-orchestration SKILL.md skillA
agent-orchestration from vibeeval/vibecosystem is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vibeeval/vibecosystem/agent-orchestration@git:20260314.f0071a0Pins git:20260314.f0071a0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vibeeval/vibecosystem
- Path
skills/agent-orchestration/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260314.f0071a0, committed Mar 14, 2026
- Size
- 1,716 bytes
- Repository stars
- 539
- License
- MIT
Agent Orchestration Rules.
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
# Agent Orchestration Rules
When the user asks to implement something, use implementation agents to preserve main context.
## The Pattern
**Wrong - burns context:**
```
Main: Read files → Understand → Make edits → Report
(2000+ tokens consumed in main context)
```
**Right - preserves context:**
```
Main: Spawn agent("implement X per plan")
↓
Agent: Reads files → Understands → Edits → Tests
↓
Main: Gets summary (~200 tokens)
```
## When to Use Agents
| Task Type | Use Agent? | Reason |
|-----------|------------|--------|
| Multi-file implementation | Yes | Agent handles complexity internally |
| Following a plan phase | Yes | Agent reads plan, implements |
| New feature with tests | Yes | Agent can run tests |
| Single-line fix | No | Faster to do directly |
| Quick config change | No | Overhead not worth it |
## Key Insight
Agents read their own context. Don't read files in main chat just to understand what to pass to an agent - give them the task and they figure it out.
## Example Prompt
```
Implement Phase 4: Outcome Marking Hook from the Artifact Index plan.
**Plan location:** thoughts/shared/plans/2025-12-24-artifact-index.md (search for "Phase 4")
…Read the whole file at its exact version.
How to install
mdr add vibeeval/vibecosystem/agent-orchestration@sha256:a586f17412212f28The line at the top of this page pins the label git:20260314.f0071a0, 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_jotx7duqghuvfuqj)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 14, 2026.
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 (1716 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
vibeeval/vibecosystem · 539 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jotx7duqghuvfuqj GET https://markdownregistry.com/api/v1/resolve?ref=vibeeval/vibecosystem/agent-orchestration GET https://markdownregistry.com/api/v1/blob/a586f17412212f28ccd0b257f758e82c04d2a64ccc13f85a465a1cfaa2160621
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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