This file is byte-identical to the first copy the registry indexed, one of 5 indexed copies. Same content hash, so the same checks give both the same grade.
implement from chinkan/rustfox is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
Implement a piece of work based on a spec or set of tickets.
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
Implement the work described by the user in the spec or tickets.
Use /tdd where possible, at pre-agreed seams.
Run typechecking regularly, single test files regularly, and the full test suite once at the end.
Once done, use /code-review to review the work.
Commit your work to the current branch.
The line at the top of this page pins the label git:20260714.d9bd5ab, 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.
A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (433 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
GitHub
chinkan/rustfox · 11 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ezttk7rvv3oca2rm
GET https://markdownregistry.com/api/v1/resolve?ref=chinkan/rustfox/implement
GET https://markdownregistry.com/api/v1/blob/6d3fd9e83b8f36e5213854779db49b256a457a7ebb4a503e53fa7dcff696adc3
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.
chinkan/rustfox · .agents/skills/brainstorming/SKILL.md · You MUST use this before any creative work - creating features, building components, adding functionality, or modifying…
chinkan/rustfox · .agents/skills/cavecrew/SKILL.md · Decision guide for delegating to caveman-style subagents. Tells the main thread WHEN to spawn `cavecrew-investigator`…
chinkan/rustfox · .agents/skills/caveman-compress/SKILL.md · Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens…
chinkan/rustfox · .agents/skills/caveman-help/SKILL.md · Quick-reference card for all caveman modes, skills, and commands. One-shot display, not a persistent mode. Trigger…
chinkan/rustfox · .agents/skills/caveman-review/SKILL.md · Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment…
chinkan/rustfox · .agents/skills/caveman-stats/SKILL.md · Show real token usage and estimated savings for the current session. Reads directly from the Claude Code session log —…
chinkan/rustfox · .agents/skills/caveman/SKILL.md · Ultra-compressed communication mode. Cuts output tokens 65% (measured) by speaking like caveman while keeping full…
chinkan/rustfox · .agents/skills/code-review/SKILL.md · Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code…
chinkan/rustfox · .agents/skills/codebase-design/SKILL.md · Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find…
chinkan/rustfox · .agents/skills/design-an-interface/SKILL.md · Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to…
rsmdt/the-startup · plugins/start/skills/implement/SKILL.md · Implementation entry point. Use to execute a completed specification. Reads the spec's slice and scenario tasks from…
posit-dev/skills · posit-dev/implement/SKILL.md · Orchestrates implementation of a plan file by delegating work to subagents in parallel. Verifies git branch state…
ericrisco/rsc-harness · skills/implement/SKILL.md · Use when an approved plan and task list exist and it is time to turn them into working, reviewed code — ASDD stage 4…
boshu2/agentops · packs/agentops-executor/agents/implementer/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
boshu2/agentops · plugin/skills/implement/SKILL.md · Make the code change a ticket or bug report asks for, then prove it with the repo''s own checks. Use when: told to fix…
boshu2/agentops · packs/agentops-executor/agents/implementer-claude/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
boshu2/agentops · skills/implement/SKILL.md · Make the code change a ticket or bug report asks for, then prove it with the repo''s own checks. Use when: told to fix…
