skill-optimization SKILL.md skillA
skill-optimization from shinpr/ai-coding-project-boilerplate is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shinpr/ai-coding-project-boilerplate/skill-optimization@git:20260831.b183037Pins git:20260831.b183037 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- shinpr/ai-coding-project-boilerplate
- Path
.claude/skills-en/skill-optimization/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260831.b183037, committed Aug 31, 2026
- First version recorded
- Jul 16, 2026
- Size
- 14,067 bytes
- Repository stars
- 234
- License
- MIT
Evaluates and optimizes skill file quality using 9 content patterns and 10 editing principles. Use when creating skills, refining skill content, or auditing skill quality.
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 Content Optimization ## Core Philosophy 1. **Finding-Based**: Every change resolves a recorded issue or follows a named project-specific source 2. **Concrete**: Each pattern provides detection criteria and transform methods 3. **Structure-Focused**: Optimizes expression and organization; domain knowledge remains unchanged 4. **Intent-Preserving**: Records the original requirements before changing structure, wording, constraints, context, or examples 5. **Traceable**: Connects every applied change to a finding or named project source 6. **Self-Contained**: Keeps every pure skill executable when loaded alone; duplication across independently loaded pure skills is valid when each copy is required for standalone execution ## Content Optimization Patterns ### P1: Critical (Must Fix) Issues that directly reduce LLM execution accuracy when consuming the skill. #### BP-001: Negative Instructions → Positive Form | Detection | Transform | |-----------|-----------| …
Read the whole file at its exact version.
How to install
mdr add shinpr/ai-coding-project-boilerplate/skill-optimization@sha256:2dee9bcad253916dThe line at the top of this page pins the label git:20260831.b183037, 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_mvrify4wa6yje245)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 16, 2026 and Aug 31, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260831.b183037 latest | 2026-08-31 | b183037 | 14,067 B | A | view · diff |
| git:20260818.ec5ff7d | 2026-08-18 | ec5ff7d | 14,056 B | A | view · diff |
| git:20260818.032a87d | 2026-08-18 | 032a87d | 13,929 B | A | view · diff |
| git:20260719.191ec13 | 2026-07-19 | 191ec13 | 12,853 B | A | view · diff |
| git:20260716.f53335c | 2026-07-16 | f53335c | 11,273 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 (14067 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
shinpr/ai-coding-project-boilerplate · 234 stars · license MIT · pushed 2026-10-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mvrify4wa6yje245 GET https://markdownregistry.com/api/v1/resolve?ref=shinpr/ai-coding-project-boilerplate/skill-optimization GET https://markdownregistry.com/api/v1/blob/2dee9bcad253916dc5feb884480e26831660e464a102611d57b1a36afe05bbef
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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