Detects project architecture, frameworks, and programming languages to automatically assign specialized AI developer personas.
Run a structured onboarding interview to generate USER.md and PROJECT.md — capturing developer preferences, project constraints, access…
Consolidates, deduplicates, and reorganizes multi-directory project workspaces safely using SHA256 inventory verification, Git backup…
Generates screen-by-screen functional estimates and specifications based on Information Architecture and User Stories.
Turn a completed or paused body of work into an evidence-based retrospective covering goals, outcomes, decisions, pivots, effective…
Analyze an existing software or product project, or discover requirements for an empty greenfield project, then design a user-confirmed…
Best practices for automated repository analysis and detection of stack, frameworks, structure, codestyle, and architecture.
Manages session state and context handoffs for multi-session projects using the Session Handoff Protocol.
Inspect a coding project and plan the smallest set of project-specific skills, instructions, references, or checks that would improve…
Create or update compact durable Markdown memory for long-running projects, including current objective, status, workstreams, attempts…
Strategic planner - decomposes complex goals into actionable steps
Assess repository readiness for promotion through governance states (LOCAL, CANDIDATE, PUBLIC_PROCESS, GRADUATED) with structured…
Audits a prompt against the actual codebase, docs, and strategy files — separates fact from invention, finds what's already built…
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…
Orchestrates parallel prompt validation for Finesse planning sessions
USER-INVOKED ONLY. Use only when Augustin explicitly invokes $promptify or explicitly names this skill with one raw prompt argument…
Use when pitching a survey to the Journal of Economic Literature (JEL) editor before writing it — the ~10-page proposal route, the…
Proposal Writing
Develop, compare, and recommend among multiple plausible fixes for a problem.
Prototype mode — the reduced gate set for a throwaway repo that answers one question and then gets deleted, plus the expiry and graduation…