multi-agent-eval-harness SKILL.md skillA
multi-agent-eval-harness from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akillness/jeo-skills/multi-agent-eval-harness@git:20260919.9f2a908Pins git:20260919.9f2a908 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akillness/jeo-skills
- Path
.agent-skills/multi-agent-eval-harness/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260919.9f2a908, committed Sep 19, 2026
- Size
- 3,320 bytes
- Repository stars
- 52
- License
- none declared
Role-level metrics, coordination-failure tests, and transcript grading for multi-agent systems. Use when single-agent eval misses bugs that only appear when agents collaborate — handoff drops, role drift, blame loops, deadlocks.
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
# Multi-Agent Eval Harness ## Overview Eval that works for a single agent does not catch *coordination* failures: dropped handoffs, role confusion, blame loops, partial state transfer. This harness adds role-level metrics, coordination-failure scenarios, and full transcript grading. ## When to use - ≥2 agents collaborating (orchestrator + workers, peer agents, A2A) - Bugs that only appear in production multi-agent runs - Need to compare orchestration patterns (hierarchical vs peer vs blackboard) - A2A protocol integration (see `a2a-protocol`) ## What to measure | Layer | Metric | Why | |-------|--------|-----| | Per-role | task completion rate | Did each role do its job? | | Per-role | tool-call validity | Did each role use tools correctly? | | Handoff | state-transfer completeness | Did receiver get what it needs? | | Handoff | handoff latency | Coordination overhead | | System | end-to-end success | Did the whole thing work? | | System | total cost / latency | Production viability | | Failure | blame loop detection | Are agents finger-pointing? | | Failure | deadlock detection | Waiting on each other? | ## Coordination-failure test suite …
Read the whole file at its exact version.
How to install
mdr add akillness/jeo-skills/multi-agent-eval-harness@sha256:25fc6c0702081027The line at the top of this page pins the label git:20260919.9f2a908, 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_ohef2azaejawgzwx)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 19, 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 (3320 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
akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ohef2azaejawgzwx GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/multi-agent-eval-harness GET https://markdownregistry.com/api/v1/blob/25fc6c07020810278cfdbcd232eb5be76c292cc94ed24fd2bb684073bed65b1d
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.