Scaffold a new project from scratch with clean architecture and feature-first modularization — for any stack (Flutter, React/Next.js…
Orchestrates project search across multiple sources
Worktree-first dev environment manager for issues, PRs, and features with optional tmux sessions
Show where you are in the workflow and what to do next — use for progress checks and orientation
Write a structured project status report for any project.
Enforces Flutter/Dart project scaffolding where the layout makes defects greppable — a single-package app by default (feature-first under…
Use when Python work should run inside a project-local <project_root>/.venv, especially uv-managed repositories, including scripts, tests…
Assess repository readiness for promotion through governance states (LOCAL, CANDIDATE, PUBLIC_PROCESS, GRADUATED) with structured…
Scan rough markdown, session exports, or pasted prose and isolate each core intent into a structured prompt atom — classified as law…
Designs and optimizes structured prompts, few-shot examples, and system instructions for reliable LLM workflows.
Transforms a rough idea into a detailed design document with implementation plan.
Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR…
Use when enhancing or optimizing input prompts — transform vague prompts into precision instructions with RSCIT, hallucination guards, and…
Design a learning sequence teaching prompt quality — comparing vague vs. refined prompts to show why specificity and context transform AI…
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat.
WHEN refining or structuring prompts; NOT executing tasks; outputs XML-tagged instructions with roles, tasks, constraints, and examples.
Prompt the user with pointed questions to extract what is in his head about a project — remaining work, what is being avoided, what really…
Analyze a draft prompt, critique it, match it to ECC ecosystem components, and output a complete optimized prompt the user can paste and…
Analyzes AI interaction history to evaluate technical proficiency, prompting patterns, and AI dependency across various coding assistants.
Use when Codex should work as a coding-agent-native proof planning and review workflow: transform a candidate theorem, proof sketch…
Rigorous mathematical proof verification and fixing workflow.