workflow-from-chats SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
workflow-from-chats from asymmetric-al/core is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add asymmetric-al/core/workflow-from-chats@git:20260625.a8637f3Pins git:20260625.a8637f3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- asymmetric-al/core
- Path
.agents/skills/workflow-from-chats/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260625.a8637f3, committed Jun 25, 2026
- Size
- 2,685 bytes
- Repository stars
- 370
- License
- AGPL-3.0
Extract durable working preferences from recent Cursor chats and convert them into skills, rules, or workflow docs. Use when asked to learn preferences, mine feedback, personalize workflows, or generate team/person-specific agent guidance.
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 From Chats Infer durable working preferences from recent chats. Do not summarize chats; extract reusable workflow guidance. ## Scope - Default to the last 7 days unless the user asks for a different window. - Read parent transcripts and relevant subagent transcripts. Use subagent content as evidence, but cite only parent conversations. - Do not expose local transcript paths, secrets, customer data, private chat content, or credentials. ## Workflow 1. State the target workflow or preference surface in one paragraph. 2. Build an internal transcript inventory: title/topic, parent conversation ID, approximate date, completion state, relevant subagents, and why it may contain preference evidence. 3. Scan for explicit preferences, corrections, and workflow markers such as "I prefer", "always", "never", "not what I asked", "stop", "review", "PR", "CI", "logs", and "skill". 4. Extract preference atoms: trigger, workflow step, decision rule, quality bar, stop condition, evidence, and confidence. 5. Rate confidence as strong, medium, weak, or contradicted. …
Read the whole file at its exact version.
How to install
mdr add asymmetric-al/core/workflow-from-chats@sha256:b568176390165921The line at the top of this page pins the label git:20260625.a8637f3, 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_g2ho4zjqdkov265f)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 25, 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 (2685 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
asymmetric-al/core · 370 stars · license AGPL-3.0 · pushed 2026-11-06 · branch develop
API
GET https://markdownregistry.com/api/v1/artifacts/art_g2ho4zjqdkov265f GET https://markdownregistry.com/api/v1/resolve?ref=asymmetric-al/core/workflow-from-chats GET https://markdownregistry.com/api/v1/blob/b568176390165921c5e351cc73b553e3e997f92c9f85dfb1c5a220c943fbaa16
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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