Streamlines project management tasks through structured sprint planning, prioritization frameworks, and comprehensive status reporting.
Audit and improve project memory files (CLAUDE.md, AGENTS.md, .claude.local.md) — assess against a quality rubric, then apply additions…
Generate CLAUDE.md project memory files that transfer institutional knowledge, not obvious information.
Log empirical quality metrics across projects: build pass rate, rework, coverage, discovery time, gate pass rate.
How the nWave buddy agent reads a project to answer questions — detection, order of inspection, and citation discipline.
Recommends open-source projects based on user profile and search history
Create a source-grounded project resume, plain-language business-flow diagrams, and campus-interview grilling materials from one or more…
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
Show where you are in the workflow and what to do next — use for progress checks and orientation
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…
Expert prompt engineering for creating effective prompts for Claude, GPT, and other LLMs.
Designs and optimizes structured prompts, few-shot examples, and system instructions for reliable LLM workflows.
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…
Prompt injection detection and prevention for secure LLM applications
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.