workflow-skill-creator SKILL.md skillA
workflow-skill-creator from pengqianhan/ai-human-research-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pengqianhan/ai-human-research-os/workflow-skill-creator@git:20260715.38d79bePins git:20260715.38d79be in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pengqianhan/ai-human-research-os
- Path
research-skills-hub/science-skills/workflow_skill_creator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260715.38d79be, committed Jul 15, 2026
- Size
- 12,390 bytes
- Repository stars
- 3
- License
- MIT
Distills a completed user workflow or interaction into a reusable agent skill. Use when the user asks to turn their workflow, interaction, or multi-step process into a skill, or when they say "make this a skill", "create a skill from what we just did", "package this workflow" or similar. Do not use for creating skills from scratch without an existing workflow (use a generic skill-creator for that).
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
# Workflow-to-Skill Distiller
Turns a completed workflow into a reusable agent skill. Specifically, this skill
extracts patterns from an interaction or workflow that **already happened** and
packages them.
> [!CAUTION] **You MUST complete Phase 1 (Brainstorming) before writing any code
> or SKILL.md content.** Skipping brainstorming produces skills that are either
> too rigid or too vague. The brainstorming conversation is the most important
> part of this process.
## Phase 1: Brainstorming (MANDATORY)
Have an **iterative back-and-forth conversation** with the user. Do NOT ask all
questions at once. Pick 2-3 relevant questions per round from the bank below,
refine your understanding, and ask follow-ups.
### Round 1: Understand the Workflow
Start by summarizing what you observed from the workflow, then ask:
1. "Here's my understanding of the workflow: [summary]. Is this accurate? What
would you change?"
2. "What are the expected inputs and outputs for this workflow?"
3. "How often do you expect to run this workflow? Is it recurring or one-off?"
### Round 2: Flexibility and Error Handling
For each step identified in the workflow, determine its rigidity:
…Read the whole file at its exact version.
How to install
mdr add pengqianhan/ai-human-research-os/workflow-skill-creator@sha256:4833b12e3bbe5298The line at the top of this page pins the label git:20260715.38d79be, 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_y5753dzyg5ddh64j)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 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 (12390 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
pengqianhan/ai-human-research-os · 3 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_y5753dzyg5ddh64j GET https://markdownregistry.com/api/v1/resolve?ref=pengqianhan/ai-human-research-os/workflow-skill-creator GET https://markdownregistry.com/api/v1/blob/4833b12e3bbe5298783a7ff5132951b494e661eecb034eb6f01973a8cccfaa18
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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