Home / 0xsline / openchatcut · src/agent/skills/skill-creator/SKILL.md · GitHub

skill-creator skillA

skill-creator is agent-read markdown (skill) from 0xsline/openchatcut: Create or improve OpenChatCut custom skills. Use whenever the user asks to create a skill, capture a workflow as a skill, write a SKILL.md, add a reusable workflow, 创建技能, 把流程做成技能, 写一个技能, or improve an existing custom skill. Pushy: treat any workflow the user repeats as a skill candidate, even if they do not say "skill"..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified before it reaches your agent: the main file against the SHA-256 recorded here, the others against the git hashes of its source commit. The deterministic audit below grades the latest version, and the same checks always give the same file the same grade.

What the file says

# Skill Creator

Create or improve custom skills for OpenChatCut. A skill is a SKILL.md file
(plus optional `references/` support docs) that teaches the agent a reusable
workflow. Custom skills live at `~/.openchatcut/skills/<slug>/SKILL.md` and
are managed with the `manage_skill` tool.

## Workflow

1. **Capture intent.** If the current conversation already contains the
   workflow (tools used, steps, corrections), extract it from the history
   first. Confirm with the user before writing.
2. **Interview.** Pin down:
   - What should this skill enable the agent to do?
   - When should it trigger? Which user phrases or contexts?
   - Expected output format?
   - Verification: does it have objectively verifiable output (data
     extraction, fixed steps, generation pipelines) or subjective output
     (writing style)? Suggest test prompts for the former.
3. **Write the SKILL.md** (rules below).
4. **Create it** with `manage_skill action=create`. The tool reports the
   install path (`~/.openchatcut/skills/<slug>/SKILL.md`).
5. **Test.** Run 2–3 realistic prompts in the current session and confirm
   results with the user. Iterate with `manage_skill action=update`.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add 0xsline/openchatcut/skill-creator@git:20260805.ff44b0a
Exact content
mdr add 0xsline/openchatcut/skill-creator@sha256:ff3fbb4bc58d25b9

Pin to a label to follow the author's releases, or to a sha256 for exact bytes. Either way the resolved hash is written to mdr.lock, and mdr install fetches those bytes again and checks them, so it installs them exactly or fails.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_isy3k2prdcbbjxg4.svg)](https://markdownregistry.com/a/art_isy3k2prdcbbjxg4)

2 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260805.ff44b0a latest2026-08-05 ff44b0a 4,563 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4563 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

GitHub

0xsline/openchatcut · 2,013 stars · license AGPL-3.0 · pushed 2026-09-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_isy3k2prdcbbjxg4
GET https://markdownregistry.com/api/v1/resolve?ref=0xsline/openchatcut/skill-creator
GET https://markdownregistry.com/api/v1/blob/ff3fbb4bc58d25b9175a51a084c377b7ad171f4f86992cb6fe22ef44d2923179

Your agent 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.

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Every file in 0xsline/openchatcut

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