task-creator SKILL.md skillA
task-creator 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-creator@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-creator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260815.898de30, committed Aug 15, 2026
- Size
- 18,246 bytes
- Repository stars
- 359
- License
- Apache-2.0
SkillsBench task authoring — walk a contributor from idea to submission-ready task following CONTRIBUTING.md and the task-implementation rubric. Use when the user wants to create a new SkillsBench task, scaffold a task from an existing workflow (notebook, Excel workbook, document, dataset), convert a prompt or a benchmark item into a SkillsBench task, write skills for a task, or prepare a SkillsBench PR. Pairs with `task-review` (run that as a self-check before submitting).
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 Authoring > **Repo context.** This skill lives in the `benchflow` repo but authors tasks for > [`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**, not in this repo. Work from a skillsbench checkout. Build a task that scores well on the [task principles](../task-review/goodtask-v2.md). Two artifacts when you're done: a directory under `tasks/<task-id>/` that `bench tasks check` accepts, and a PR description that maps cleanly to the [PR template](https://github.com/benchflow-ai/skillsbench/blob/main/.github/PULL_REQUEST_TEMPLATE.md). ## Workflow ``` 1. propose → one-paragraph proposal, gut-check against the proposal rubric 2. scaffold → bench tasks init, plus the native task.md layout below 3. task.md → frontmatter + human-written, outcome-focused prompt body 4. environment → Dockerfile + bundled inputs; do NOT bake skills 5. tests → 4–10 test functions, parametrize for bulk; check formulas AND values 6. oracle → human-written reference solution that derives answers …
Read the whole file at its exact version.
How to install
mdr add benchflow-ai/benchflow/task-creator@sha256:3785158f65d759c6The 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_ytt4b26qybk2rceq)
4 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 (18246 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_ytt4b26qybk2rceq GET https://markdownregistry.com/api/v1/resolve?ref=benchflow-ai/benchflow/task-creator GET https://markdownregistry.com/api/v1/blob/3785158f65d759c6acad91885699e48b120cd1956afae78509e182b659aa2fae
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.