skill-updater SKILL.md skillA
skill-updater from cuhk-aim-group/neurodiscovery is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add cuhk-aim-group/neurodiscovery/skill-updater@git:20260506.86420c0Pins git:20260506.86420c0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cuhk-aim-group/neurodiscovery
- Path
skills/skill-updater/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260506.86420c0, committed May 6, 2026
- First version recorded
- Mar 30, 2026
- Size
- 2,699 bytes
- Repository stars
- 93
- License
- MIT
Use this skill after a task succeeds (user confirms 'success' or tools report success). It extracts new experience from the session log + daily memory, locates relevant skills, and proposes diff-formatted updates to SKILL.md files with a clear summary for the user.
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 Updater (Experience-to-Skill Diff) ## Overview `skill-updater` turns successful task execution into reusable skill improvements. It reads the **session log** and **daily memory**, extracts new experience (what worked, new patterns, edge cases), identifies the most relevant skill files, and produces **diff-formatted** update suggestions for `SKILL.md`. This skill follows NeuroClaw hierarchy: - Defines **WHAT to do**, not low-level implementation details. - Does **not** execute direct shell commands itself. - Delegates any file scanning or execution via helper skills. --- ## When to Call This Skill - Task just finished successfully and user confirms "success". - A tool returns a success status and experience should be recorded. - Repeated tasks indicate missing instructions or edge-case guidance. --- ## Core Workflow (Never Bypassed) 1. Read the **session log** and the relevant **daily memory**. 2. Extract **new experience**: - what worked - new patterns - edge cases solved 3. Identify the most relevant skill(s): - Use `skill-creator` to scan `workspace/skills/` if available. - If not available, request a list of relevant skill files from the user. …
Read the whole file at its exact version.
How to install
mdr add cuhk-aim-group/neurodiscovery/skill-updater@sha256:af2644aa3fc86fe9The line at the top of this page pins the label git:20260506.86420c0, 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_5fpwpu27tqdzrbc7)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 30, 2026 and May 6, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260506.86420c0 latest | 2026-05-06 | 86420c0 | 2,699 B | A | view · diff |
| git:20260505.e9ddd22 | 2026-05-05 | e9ddd22 | 2,695 B | A | view · diff |
| git:20260330.1dc3c76 | 2026-03-30 | 1dc3c76 | 2,645 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 (2699 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
cuhk-aim-group/neurodiscovery · 93 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5fpwpu27tqdzrbc7 GET https://markdownregistry.com/api/v1/resolve?ref=cuhk-aim-group/neurodiscovery/skill-updater GET https://markdownregistry.com/api/v1/blob/af2644aa3fc86fe99b0c682fcf35456ee9351cdc0940271cb2479f58ab3f8f67
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.
More from cuhk-aim-group/neurodiscovery
Every file in cuhk-aim-group/neurodiscovery