Use when the user requests ultra-concise, zero-fluff developer communication for rapid pair-programming.
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
Restate your last message. Stop using jargon and speak coherently. State it more simply and concisely, like one human talking to another.
The line at the top of this page pins the label v2.0.0, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_jwyabt7itquq27a5
GET https://markdownregistry.com/api/v1/resolve?ref=j-star-films-studios/vibecode-protocol-suite/bro
GET https://markdownregistry.com/api/v1/blob/669bd76d7474d750f6eb4047c5754f6109cf093e8ced8b798f93c83520e8bb03
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.
j-star-films-studios/vibecode-protocol-suite · .agents/skill-curator/SKILL.md · Use when adding, importing, reorganizing, renaming, or refactoring skills according to the Lean Unified Skills…
j-star-films-studios/vibecode-protocol-suite · .agents/skills/unslop/SKILL.md · Use when writing any text, chat responses, documentation, UI copy, or skill instructions. Cuts AI tells, filler, and…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/arena/SKILL.md · Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/automate-me/SKILL.md · Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/codex-control/SKILL.md · Use when Pi needs to delegate browser, desktop, or native-plugin tasks to the installed Codex CLI.
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/conversation-to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/crafting-effective-readmes/SKILL.md · Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/create-verification-skill/SKILL.md · Generate a project-local verification skill that drives your app the way a user does — any language, framework, or…
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/domain-modeling/SKILL.md · Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a CONTEXT.md…
nightly-labs/openbot · marketplace/production-catalog/bundles/pstack/skills/bro/SKILL.md · Restate the last message in plain human language, with no jargon.
michael-denyer/pstack-claude · plugins/pstack/skills/bro/SKILL.md · Restate the last message in plain human language, with no jargon. Use for /bro or when asked to say it plainly.
davepoon/buildwithclaude · plugins/all-skills/skills/bro/SKILL.md · Re-explain the previous assistant message, or any text typed after the command, in a much simpler way. For when a reply…
ericrisco/rsc-harness · skills/bro/SKILL.md · Use whenever the user asks to make an answer or draft sound human, natural, plain-spoken or less AI-written — including…
