Locks in opinionated frontend code patterns for Next.js 16 + TanStack Query v5 + FSD projects. ALWAYS invoke when writing data-fetching code (NEVER useEffect+fetch — always TanStack Query), creating forms (always react-hook-form + zod), introducing client state (Zustand for client-global only — NEVER for server data…
Anti-sycophancy protocol (明辨). Use whenever the user contradicts, corrects, or pushes back on one of your conclusions; when you notice you are about to reverse a position mainly because the user insisted; or when a disagreement has run two or more rounds without new evidence. Classifies the dispute (fact / tradeoff /…
Complexity-based routing of tasks across four model tiers — frontier (T3), strong workhorse (T2), fast executor (T1), cheapest recon (T0). Use when planning any multi-step work, when deciding which subagent should execute a task, when writing a dispatch brief, or when an executor fails and escalation is needed.
Use when a project needs the OpenSpec + Superpowers sdd-tdd (spec-to-plan-to-TDD) workflow checked, installed, and configured -- or cleanly removed -- in any coding agent (Codex, Claude Code, Cursor, Antigravity, OpenCode, Gemini CLI, Copilot CLI, or others).
A virtual AI software company. The user is the client; the main agent of ANY agentic CLI host acts as the orchestrator-agent and runs a host-agnostic collaboration protocol — route the request into the backlog, collect every relevant role's perspective (round 1), share perspectives across a second turn (round 2)…
Turn a human project plan into a lightweight agent-ready repository harness for sustainable AI coding. Use when bootstrapping a new project, retrofitting an existing repo for AI coding agents, creating or refreshing AGENTS.md/docs/index.md/progress.md, diagnosing context loss across sessions, designing verification…
Use mnemex before implementing a significant code change. Mnemex is a local-first decision-integrity layer: it anchors a decision to code and reports whether that decision is still fresh.
Create, update, and validate repository-local AI agent context files such as AGENTS.md, .agents/core.md, .agents/routing.md, provider-specific profiles, and task SKILL.md routing. Use when an AI coding agent (Codex, Claude Code, Gemini, Copilot, Cursor, or others) is asked to make AGENTS.md or SKILL instructions…
Generate a complete, project-specific AGENTS.md compatible with the agents.md standard (60k+ open-source projects). Also generates platform-specific files (.cursorrules, Copilot instructions, GEMINI.md) for detected platforms. Use when setting up AI agent rules, creating project conventions for Claude Code, Cursor…
Explore a walkable interactive-fiction MCP world — a cited post-extraction Seattle you enter as a place. go() between neighborhoods, talkto() residents, do() the work. Read-only, no network, no tracking; openly AI-authored.
Diagnose Codex setup and map, explain, or lint repository-scoped coding-agent instructions. Use when Codex instructions or skills seem missing, or when auditing AGENTS.md, CLAUDE.md, Copilot instructions, agent skills, custom agents, or instruction conflicts before changing code.
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