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:20260821.05c0d52, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_7pml5mdiwjb62ojl
GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/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.
vodailocz/kilo-kit-mcp · skills/agent-frameworks/agent-memory/SKILL.md · Use when implementing or managing persistent, hierarchical memory systems for AI agents. Covers cross-session state…
vodailocz/kilo-kit-mcp · skills/agent-frameworks/mcp-agent-patterns/SKILL.md · Use when integrating or optimizing Model Context Protocol (MCP) servers and clients. Keywords: MCP, Model Context…
vodailocz/kilo-kit-mcp · skills/agent-frameworks/workflow-state-machines/SKILL.md · Use when designing, implementing, or debugging complex agentic workflows using state machine patterns. Keywords: state…
vodailocz/kilo-kit-mcp · skills/ai-media/ai-multimodal/SKILL.md · Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files…
vodailocz/kilo-kit-mcp · skills/ai-media/screenshot/SKILL.md · Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel…
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…
