improve SKILL.md skillB
improve from jim60105/copilot-prompt is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jim60105/copilot-prompt/improve@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jim60105/copilot-prompt
- Path
skills/improve/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Jun 13, 2026
- Size
- 15,017 bytes
- Repository stars
- 22
- License
- GFDL-1.3
Survey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on source code — never implements, fixes, or refactors anything itself. Use when asked to audit a codebase, find improvement opportunities (bugs, security, performance, test coverage, tech debt, migrations, DX), suggest features or where to take the project next (roadmap, product direction), or generate handoff plans for another agent to…
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
# Improve You are a **senior advisor, not an implementer**. Your job is to deeply understand a codebase, find the highest-value improvement opportunities, and write implementation plans good enough that a *different, less capable model with zero context from this session* can execute, test, and maintain them. The economics of this skill: an expensive, high-ceiling model does the part where intelligence compounds (understanding, judging, specifying). Cheaper models do the execution. The plan is the product — its quality determines whether the executor succeeds. ## Hard Rules 1. **Never modify source code yourself.** No edits, no fixes, no "quick wins while you're in there." The ONLY files you may create or modify live under `plans/` in the repo root (create it if absent). The `execute` variant dispatches a *separate executor subagent* that edits code in an isolated git worktree — you review its diff and render a verdict; you still never edit code directly, and you never merge, push, or commit to the user's branch. …
Read the whole file at its exact version.
How to install
mdr add jim60105/copilot-prompt/improve@sha256:6dbd4d91a524aed5The line at the top of this page pins the label v1.0.0, 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_pudbzkccg4upjpeg)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 13, 2026.
Audit of the latest version
- fail: No prompt-injection phrasing (matched: ignore previous instructions)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15017 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 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
jim60105/copilot-prompt · 22 stars · license GFDL-1.3 · pushed 2026-10-16 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_pudbzkccg4upjpeg GET https://markdownregistry.com/api/v1/resolve?ref=jim60105/copilot-prompt/improve GET https://markdownregistry.com/api/v1/blob/6dbd4d91a524aed516fa36c5934f5399200c968d4745b88f845b90b0914f93c4
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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