skill-creator SKILL.md skillA
skill-creator from bytedance/deer-flow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bytedance/deer-flow/skill-creator@git:20261027.fd2d1dePins git:20261027.fd2d1de in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bytedance/deer-flow
- Path
skills/public/skill-creator/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261027.fd2d1de, committed Oct 27, 2026
- First version recorded
- Jan 30, 2026
- Size
- 37,002 bytes
- Repository stars
- 84,762
- License
- MIT
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
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
# Skill Creator A skill for creating new skills and iteratively improving them. At a high level, the process of creating a skill goes like this: - Decide what you want the skill to do and roughly how it should do it - Write a draft of the skill - Create a few test prompts and run claude-with-access-to-the-skill on them - Help the user evaluate the results both qualitatively and quantitatively - While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you can either use as is or modify if you feel something needs to change about them). Then explain them to the user (or if they already existed, explain the ones that already exist) - Use the `eval-viewer/generate_review.py` script to show the user the results for them to look at, and also let them look at the quantitative metrics - Rewrite the skill based on feedback from the user's evaluation of the results (and also if there are any glaring flaws that become apparent from the quantitative benchmarks) - Repeat until you're satisfied - Expand the test set and try again at larger scale …
Read the whole file at its exact version.
How to install
mdr add bytedance/deer-flow/skill-creator@sha256:3f1ab075e10e1ab3The line at the top of this page pins the label git:20261027.fd2d1de, 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_memqoe3gcd3vbx53)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jan 30, 2026 and Oct 27, 2026, about one every 90 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.fd2d1de latest | 2026-10-27 | fd2d1de | 37,002 B | A | view · diff |
| git:20260704.53a80d3 | 2026-07-04 | 53a80d3 | 36,683 B | A | view · diff |
| git:20260308.75b7302 | 2026-03-08 | 75b7302 | 33,168 B | A | view · diff |
| git:20260130.43ee8a2 | 2026-01-30 | 43ee8a2 | 17,837 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 (37002 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
bytedance/deer-flow · 84,762 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_memqoe3gcd3vbx53 GET https://markdownregistry.com/api/v1/resolve?ref=bytedance/deer-flow/skill-creator GET https://markdownregistry.com/api/v1/blob/3f1ab075e10e1ab3b12ff12f3add32821ba95ab7f8135a27be013d20fa74c172
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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