eval-evolution SKILL.md skillA
eval-evolution from miaodx/roboclaws is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add miaodx/roboclaws/eval-evolution@git:20260816.2788518Pins git:20260816.2788518 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-evolution/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260816.2788518, committed Aug 16, 2026
- First version recorded
- Aug 16, 2026
- Size
- 3,688 bytes
- Repository stars
- 6
- License
- MIT
Prepare, run, review, and explicitly promote bounded Skill or existing-MCP Eval Evolution campaigns through the canonical eval facade.
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 Evolution Use this Skill for maintainer-owned optimization campaigns driven by frozen eval evidence. `roboclaws.evals` remains the control plane. The optimizer and robot trials are distinct OpenAI Agents SDK agents; a provider profile selects their models and never changes the agent engine. ## Prepare Freeze an `eval_evolution_campaign_v1` JSON manifest before the first optimizer call. Bind one target kind and target, the baseline commit and target digest, mutable paths, optimizer and robot provider/model identities, paired training suites, the orchestrator-only sealed confirmation reference, quality and minimum-improvement policy, runtime identity, and explicit turn/trial/token/ cost/time/retry ceilings. The budget block also declares positive `optimizer_call_tokens`, `optimizer_call_cost_usd`, `robot_attempt_tokens`, and `robot_attempt_cost_usd` reservations. Each reservation is a frozen maximum for one optimizer run or one robot attempt, not a post-hoc usage target. Skill campaigns target exactly one `skills/<name>/SKILL.md`. Keep `static-full` as the baseline. `no-skill` is a non-promotable negative control. Do not mix Skill and MCP changes. ## Run …
Read the whole file at its exact version.
How to install
mdr add miaodx/roboclaws/eval-evolution@sha256:a976866b6b4406f4The line at the top of this page pins the label git:20260816.2788518, 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_jyhbunigryx6zuoo)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Aug 16, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260816.2788518 latest | 2026-08-16 | 2788518 | 3,688 B | A | view · diff |
| git:20260816.62caac3 | 2026-08-16 | 62caac3 | 3,070 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 (3688 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
miaodx/roboclaws · 6 stars · license MIT · pushed 2026-10-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jyhbunigryx6zuoo GET https://markdownregistry.com/api/v1/resolve?ref=miaodx/roboclaws/eval-evolution GET https://markdownregistry.com/api/v1/blob/a976866b6b4406f49da40044078303a18bf3111e5428a56d42608e59dcb28fec
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.