task-review SKILL.md skillA
task-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/task-review@git:20260815.898de30Pins git:20260815.898de30 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/task-review/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260815.898de30, committed Aug 15, 2026
- Size
- 18,221 bytes
- Repository stars
- 359
- License
- Apache-2.0
SkillsBench task PR review — classifies the task track (standard / research / multimodal), runs static policy checks against the track-specific rubric, benchmarks the task across oracle plus Claude and Codex (with and without skills), audits trajectories for cheating and skill invocation, and produces a `pr-N-task-timestamp-run.txt` review report alongside a `prN.zip` bundle of trajectories. Use when reviewing a SkillsBench task PR (by number, branch, or local task path), when the user asks to…
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
# SkillsBench Task Review
> **Repo context.** This skill lives in the `benchflow` repo but reviews PRs against
> [`benchflow-ai/skillsbench`](https://github.com/benchflow-ai/skillsbench). Unqualified
> references below — `CONTRIBUTING.md`, `MAINTAINER.md`, `docs/*.md`, `tasks/<task-id>/` —
> mean files in **skillsbench**. `scripts/fetch_pr.sh` defaults to that repo; override with
> `SKILLSBENCH_REPO`. For auditing already-published run trajectories, use
> [`benchflow-experiment-review`](../benchflow-experiment-review/SKILL.md) instead.
End-to-end review of a SkillsBench task PR. Two artifacts are produced: a human-readable `.txt` report, and a `pr<N>.zip` bundle that mirrors the format reviewers post on PRs (see [PR #560 comment](https://github.com/benchflow-ai/skillsbench/pull/560#issuecomment-3789639243) for the reference structure).
## Workflow
```
1. fetch → pull PR files into a workspace (no git checkout)
2. route → classify task track; pick the track-specific rubric
3. policy → static checks against rubric (no execution)
4. benchmark → 5 configs: oracle + claude×{skills,no} + codex×{skills,no}
…Read the whole file at its exact version.
How to install
mdr add benchflow-ai/benchflow/task-review@sha256:e31fc162d21e5e89The line at the top of this page pins the label git:20260815.898de30, 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_taj2ihasxee4irmy)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 15, 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 (18221 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_taj2ihasxee4irmy GET https://markdownregistry.com/api/v1/resolve?ref=benchflow-ai/benchflow/task-review GET https://markdownregistry.com/api/v1/blob/e31fc162d21e5e8940c2ec1b6eedc0fe5352387609ebcd0a7160621dfe689b4c
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.