Design a safe, verifier-first loop for an AI coding agent — or refuse when a task should not be looped. Use when someone asks "can I automate this with an agent?" or wants to create, audit, or improve a loop for coding agents, scheduled agent work, autonomous repo maintenance, CI/QA loops, refactoring loops…
Use taste as a competitive moat and business advantage. In the AI and vibe-coding era, execution is commoditized. Taste is the defensible edge. Use when advising founders on product differentiation, building product culture, evaluating why some products win despite fewer features, or understanding taste as a strategic…
Run a decision through 5 independent AI advisors (Contrarian, First Principles, Expansionist, Outsider, Executor) that peer-review anonymously and synthesize a verdict. Trigger on 'council this', 'pressure-test this', 'war room this', or any high-stakes either/or choice. Skip for factual lookups, summaries, or simple…
Bring in an external model (Codex) to co-develop a plan — both models draft independently, align on disagreements, and merge into one plan. Load this only when the user explicitly names Codex (e.g. "let's discuss this with Codex," "what does Codex think about this approach") — don't auto-trigger just because a plan…
A workflow guide for using CodeRef-AI tools to organize and improve existing software projects. It groups the work into five stages covering mapping, refactoring, checking, health reviews, and follow-up work.
Plan a non-trivial code change with WhyGraph rationale + CodeGraph symbols. Asks scoping questions, then runs a fan-out/fan-in pipeline (planner → 3 parallel researchers → synthesizer) to produce a step-by-step plan.
Full PRD creation pipeline — research, draft, review, and senior-PM judgment with human gates between phases. Chains researcher → prd-writer → prd-reviewer → prd-senior-pm agents.
A conversation guide for turning an unclear product idea or feature request into a structured product decision. It emphasizes confirming the target market, checking real user need, and looking for contrary evidence.
Open and control the current Codex thread goal from any Codex thread. Use when the user asks to open the goal panel, manage goals without the CLI, set/pause/resume/complete/clear a thread goal, or make the local goal web app point at the current thread.
Add persistent, interactive task plan management to your agent. Wingman tracks plans and tasks across a long conversation — Claude creates plans, ticks tasks after completing work, and a live panel renders inline in the chat. Install the MCP server first, then use these tools to manage plans and tasks throughout any…
Intake de material aportado en proyectos nuevos (modo nuevo-con-material). Recibe el contexto del usuario (docs de APIs, flujos, lógica, resultado esperado), lo normaliza en un SYSTEM-MAP.md con referencias al material, deriva la Visión y siembra la sesión para que la entrevista solo cubra los huecos. Úsala cuando el…
Create standardized Recursive Loop Orchestration projects for autonomous or semi-autonomous agents. Use when the user asks to create, scaffold, initialize, package, harden, or standardize an agent loop, recursive task loop, multi-agent workflow, self-running agent, Ralph-style loop, auto-fixer, monitor, browser-based…
Install or upgrade SDAD; migrate an existing SDAD project; recover or repair sdad-state.yaml, INDEX, ledger, or handoff consistency; run or interpret SDAD Doctor; or diagnose the SDAD control plane. Use only for SDAD-specific bootstrap, migration, repair, and Doctor operations.
THE single command for Tech Leads and Staff Engineers. Orchestrates the full sdd toolkit automatically — you never invoke other skills directly. Drives project and feature work through 4 adaptive phases (Specify, Plan, Tasks, Implement), auto-sizing depth by complexity. Activates the right tool at the right moment…
Minimal implementation ladder before writing code. Apply before each edit; question over-scope during planning. Complements caveman (prose). Inspired by DietrichGebert/ponytail (MIT).
Turn unclear software requirements into reusable project docs and a bounded next task. Use when the user needs to clarify product scope, architecture, or interface agreements before implementation, or explicitly requests project governance files. Skip already-scoped code changes unless governance updates are requested.
Use when the user wants help thinking through a decision, problem, strategy, plan, evaluation, communication, or any open-ended judgment call where a mental model or framework would sharpen the analysis. Triggers include "help me decide", "how should I approach this", "I'm stuck on", "which mental model fits", "apply…
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originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: