benchflow-experiment-review SKILL.md skillA
benchflow-experiment-review from benchflow-ai/benchflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add benchflow-ai/benchflow/benchflow-experiment-review@git:20260822.656ec91Pins git:20260822.656ec91 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- benchflow-ai/benchflow
- Path
.agents/skills/benchflow-experiment-review/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260822.656ec91, committed Aug 22, 2026
- First version recorded
- Jun 15, 2026
- Size
- 16,144 bytes
- Repository stars
- 359
- License
- Apache-2.0
Review Benchflow or SkillsBench task-run trajectories and integration-test Benchflow code changes. Use this skill whenever the user asks to audit traj health, failed or timed-out runs, healthy pass/fail/timeout status, no-skill leakage, skill loading, reward hacking, verifier isolation, metadata completeness, token usage, timing, Daytona-vs-Docker parity, path/root handling, coverage gaps, Docker/Daytona failures, or release-readiness of benchmark data.
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
# Benchflow Experiment Review Use this skill to decide whether a Benchflow run trial is clean enough to publish or whether a Benchflow code change is safe to use for new experiments. The standard is: a clean sandbox with only task-needed resources, every agent behavior logged, no verifier leakage, and a final score or healthy failure. ## Portability This skill is intentionally harness-portable. Install or copy the entire `benchflow-experiment-review/` directory into the active harness's skill root, keeping `SKILL.md`, `scripts/`, `references/`, `evals/`, and optional `agents/` metadata together. Use the same review procedure regardless of whether the harness loads skills from `.claude/skills`, `.codex/skills`, OpenHands/Gemini/pi-agent skill roots, or another compatible `SKILL.md` directory. ## Operating Rule Do not accept aggregate counts alone. Enumerate the intended matrix by `task_id`, harness, model, skill mode, trial id, sandbox type, run root, and source/ref. Mark each slot as healthy, missing, duplicate, stale, or unhealthy. Healthy run outcomes are: - `pass`: agent completed and verifier produced a valid score. …
Read the whole file at its exact version.
How to install
mdr add benchflow-ai/benchflow/benchflow-experiment-review@sha256:fb5fcc4b0728ef0eThe line at the top of this page pins the label git:20260822.656ec91, 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_6nrwudujhyoyilxh)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 15, 2026 and Aug 22, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260822.656ec91 latest | 2026-08-22 | 656ec91 | 16,144 B | A | view · diff |
| git:20260627.bdf797d | 2026-06-27 | bdf797d | 15,515 B | A | view · diff |
| git:20260627.0d9dc0a | 2026-06-27 | 0d9dc0a | 15,363 B | A | view · diff |
| git:20260621.db462e6 | 2026-06-21 | db462e6 | 14,248 B | A | view · diff |
| git:20260615.17f2a62 | 2026-06-15 | 17f2a62 | 12,214 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 (16144 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
benchflow-ai/benchflow · 359 stars · license Apache-2.0 · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6nrwudujhyoyilxh GET https://markdownregistry.com/api/v1/resolve?ref=benchflow-ai/benchflow/benchflow-experiment-review GET https://markdownregistry.com/api/v1/blob/fb5fcc4b0728ef0efe3155f1627c4fccd16b59ceb67bb1c18bd9ec326d2a0708
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.