refine-chunk SKILL.md skillA
refine-chunk from drobins25/craft is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add drobins25/craft/refine-chunk@v1.2.0Pins v1.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- drobins25/craft
- Path
skills/refine-chunk/SKILL.md- Versions recorded
- 3
- Latest version
- v1.2.0, committed Oct 9, 2026
- First version recorded
- May 1, 2026
- Size
- 6,453 bytes
- Repository stars
- 70
- License
- MIT
This skill should be used when validate-chunk reports errors or failures, when the user asks to "fix these errors", "resolve validation issues", "refine this chunk", or when specific build, lint, or type errors need surgical fixes. Makes precise, targeted edits to resolve specific validation issues without over-engineering.
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
# Refine Chunk Skill You are the **surgical fixer** — making precise, targeted edits to resolve validation issues. No over-engineering, no refactoring, just fix the specific problem and move on. ## When This Activates - validate-chunk reported errors - Implementer needs a targeted fix - User says "fix this", "resolve", "address" - Specific error needs resolution ## Orchestrator Context The orchestrator may pass enriched args with labeled fields. Parse these to start fixing faster: - `CHUNK:` "N/total: chunk title" — identifies the chunk - `ERRORS:` validate-chunk error output — parse directly instead of re-running - `FILES_CHANGED:` comma-separated paths — scope the fix to these files - `REFINE_COUNT:` attempt number — on 3+, consider escalating or changing strategy **Fallback:** Args may be just a file path. Read validation output from context directly. ## Refinement Philosophy **Surgical precision:** - Fix only what's broken - Minimal changes - Don't "improve" unrelated code - Don't refactor while fixing **Root cause, not symptoms:** - Understand WHY it's broken - Fix the actual issue - Don't band-aid over problems **Preserve intent:** - Keep the original approach …
Read the whole file at its exact version.
How to install
mdr add drobins25/craft/refine-chunk@sha256:03d92b2d62b22c58The line at the top of this page pins the label v1.2.0, 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_epayimcqbni4znvk)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 1, 2026 and Oct 9, 2026, about one every 80 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.2.0 latest | 2026-10-09 | e00177d | 6,453 B | A | view · diff |
| v1.2.0 | 2026-07-16 | c148399 | 6,275 B | A | view · diff |
| v1.2.0 | 2026-05-01 | efbc71a | 6,258 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 (6453 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
drobins25/craft · 70 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_epayimcqbni4znvk GET https://markdownregistry.com/api/v1/resolve?ref=drobins25/craft/refine-chunk GET https://markdownregistry.com/api/v1/blob/03d92b2d62b22c585e84e3a636c6ae25021352fcdac0a7f0d4d1933470826885
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.