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.
If the user passes a ticket reference, fetch it from the issue tracker and state its title before starting. If the reference is ambiguous, ask.
Call the Skill tool with "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, call the Skill tool with "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:20261011.ef64499, 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_spcqnughvlb7xinf
GET https://markdownregistry.com/api/v1/resolve?ref=transitive-bullshit/skills/implement
GET https://markdownregistry.com/api/v1/blob/483bdc4ccf4ac31d86ac7beeaa0d0db80313e71e120bb8c59b3196ae5decd53d
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.
transitive-bullshit/skills · provenance/history/2026-10-11-removed/resolving-merge-conflicts/SKILL.md · Use when you need to resolve an in-progress git merge/rebase conflict.
transitive-bullshit/skills · provenance/upstream/auto-research/skill/SKILL.md · Run fast, progressive experiments to map tunable parameters and their effects. Use when optimizing code, prompts…
transitive-bullshit/skills · provenance/upstream/better-colors/SKILL.md · Helps you build and check a color system for your project. It generates palettes, names semantic tokens, converts…
transitive-bullshit/skills · provenance/upstream/better-layout/SKILL.md · Helps with grouping, alignment, reading order, responsive structure and room for translated text, so a layout holds up…
transitive-bullshit/skills · provenance/upstream/better-typography/SKILL.md · Sets and reviews how text renders in your product, from the type scale and spacing to font features, wrapping…
transitive-bullshit/skills · provenance/upstream/better-ui/SKILL.md · Polishes the surfaces, icons and motion in your project with exact values for border radius, optical alignment…
transitive-bullshit/skills · provenance/upstream/better-writing/SKILL.md · Writes and reviews your interface copy, from labels and errors to empty states and confirmations, so it matches your…
transitive-bullshit/skills · provenance/upstream/claude/skill/SKILL.md · Use Claude Code as an independent `claude -p` subagent when the user explicitly asks for Claude, wants a second-agent…
transitive-bullshit/skills · provenance/upstream/codebase-design/skill/SKILL.md · Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find…
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…
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 · Change or repair code, config or services without weakening tests; report what ran and what did not. Use when…
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 · Change or repair code, config or services without weakening tests; report what ran and what did not. Use when…
tobihagemann/turbo · codex/skills/implement/SKILL.md · Load code-style and task-specific skills, make the change described by the current context, then run…
tobihagemann/turbo · claude/skills/implement/SKILL.md · Load code-style and task-specific skills, make the change described by the current context, then run…