eval-harness SKILL.md skillA

eval-harness from miaodx/roboclaws is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add miaodx/roboclaws/eval-harness@git:20260928.2b353eb

Pins git:20260928.2b353eb in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
miaodx/roboclaws
Path
skills/eval-harness/SKILL.md
Versions recorded
6
Latest version
git:20260928.2b353eb, committed Sep 28, 2026
First version recorded
Aug 16, 2026
Size
7,530 bytes
Repository stars
6
License
MIT

Select and run Roboclaws validation, product, eval-suite, and live-agent eval rows from a plan, diff, or explicit capability request.

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

# Eval Harness

Use this skill when a Roboclaws plan, diff, PR, or agent-facing change needs
one maintainer proof surface. The skill answers:

1. which deterministic gates, product runs, eval suites, and live-agent evals
   are relevant;
2. why each row was selected, skipped, run, failed, or blocked;
3. where the resulting reports and regression-promotion evidence live.

It is an orchestration skill, not a robot behavior skill. Keep household-world
task strategy in `household-world`; keep reusable robot capability semantics
in MCP tools and capability profiles.

Use Just only as the human-facing facade shown below. Frozen rows execute their
package owners directly: eval rows use `python -m roboclaws.evals.cli`, and
product rows use `python -m roboclaws.cli.main run surface`. Keep the subprocess
boundary for row timeout and isolation; do not route an executing row back
through Just or add a second command registry. The eval CLI grammar is an
optional documented kebab-case tool name followed by `key=value` arguments.

## Commands

Recommend rows without running them:

```bash
just agent::eval recommend plan=docs/plans/example.md budget=focused
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add miaodx/roboclaws/eval-harness@sha256:fcc68a7e068633a2

The line at the top of this page pins the label git:20260928.2b353eb, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_rzp6gehqhr36wo2h.svg)](https://markdownregistry.com/a/art_rzp6gehqhr36wo2h)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Aug 16, 2026 and Sep 28, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20260928.2b353eb latest2026-09-28 2b353eb 7,530 BA view · diff
git:20260918.67dc4c52026-09-18 67dc4c5 6,909 BA view · diff
git:20260918.85c8d522026-09-18 85c8d52 6,906 BA view · diff
git:20260918.a03741f2026-09-18 a03741f 7,558 BA view · diff
git:20260826.c82bec72026-08-26 c82bec7 6,653 BA view · diff
git:20260816.e6e11f52026-08-16 e6e11f5 6,673 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7530 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

GitHub

miaodx/roboclaws · 6 stars · license MIT · pushed 2026-10-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rzp6gehqhr36wo2h
GET https://markdownregistry.com/api/v1/resolve?ref=miaodx/roboclaws/eval-harness
GET https://markdownregistry.com/api/v1/blob/fcc68a7e068633a2cd74311c331a91612bc85b94e51c74fa452a7f58d8d996e2

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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Every file in miaodx/roboclaws

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