skill-improvement SKILL.md skillA
skill-improvement from projectbluefin/website is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add projectbluefin/website/skill-improvement@git:20260906.8277140Pins git:20260906.8277140 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- projectbluefin/website
- Path
docs/skills/skill-improvement/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260906.8277140, committed Sep 6, 2026
- First version recorded
- Aug 5, 2026
- Size
- 6,071 bytes
- Repository stars
- 10
- License
- none declared
Use before marking any task done, to decide what durable learning to write back and which skill file owns it.
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 improvement ## Overview Every agent session produces two outputs: 1. **The work** — the content change, fix, or PR. 2. **The learning** — what the next agent needs to know. Output 1 without output 2 leaves this repository no smarter. The learning goes in `docs/skills/`, in the **same commit** as the work, never as a follow-up. ## When to Use Use before reporting completion, opening a PR, or handing off a session — including sessions that succeeded on the first try. ## When NOT to Use Do not use to record session state, task progress, current status, issue ledgers, or one-off instructions. Those live in the agent's session folder and are never committed. ## Core Process 1. **Preflight.** Verify the repository, remote, branch, and which skills you loaded against source before editing. 2. **Detect.** Treat stale, contradictory, missing, or failed guidance as a repair signal. Do not silently work around a wrong skill. 3. **Repair.** Update the closest owning skill when the fix is source-backed and in scope. Prefer editing an existing skill over creating a new one. 4. **Validate.** Run the smallest relevant check from …
Read the whole file at its exact version.
How to install
mdr add projectbluefin/website/skill-improvement@sha256:310a3c908dc83c7dThe line at the top of this page pins the label git:20260906.8277140, 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_j6htl5gqrm72yxaw)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Aug 5, 2026 and Sep 6, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.8277140 latest | 2026-09-06 | 8277140 | 6,071 B | A | view · diff |
| git:20260819.e0b2fe2 | 2026-08-19 | e0b2fe2 | 5,804 B | A | view · diff |
| git:20260809.da6ef62 | 2026-08-09 | da6ef62 | 5,364 B | A | view · diff |
| git:20260805.49504ce | 2026-08-05 | 49504ce | 5,331 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 (6071 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
projectbluefin/website · 10 stars · license none declared · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_j6htl5gqrm72yxaw GET https://markdownregistry.com/api/v1/resolve?ref=projectbluefin/website/skill-improvement GET https://markdownregistry.com/api/v1/blob/310a3c908dc83c7d38efa9ecf887b2c5efa19ed003094ab895b171bc950a88af
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 projectbluefin/website
Every file in projectbluefin/website