Design e Frontend

Deep fluency in modern Python (3.14+) for production systems. Use when writing Python code, designing APIs, building data pipelines, creating async services, or optimizing performance. Covers typing, tooling (uv/pyright/ruff), FastAPI, Polars, observability, and engineering judgment.

Scan the codebase for AI-generated slop in comments and docstrings — temporal markers, self-referential AI framing, narrative WHAT-comments, marketing padding — and propose tightened rewrites, routing claim-bearing docstrings that need a code-grounded rewrite to its sibling /techne:reslop. Use when the user wants to audit pending changes or the whole codebase for verbose, low-value commentary left

Design and facilitate a cross-functional product review that builds alignment across teams. Use this skill when a product decision or initiative needs structured review and input from multiple functions.

Strategic AI compliance advisor for AIUC-1 adoption. Produces compliance roadmaps, vendor questionnaires, framework crosswalk mappings, executive summaries, and scoping guidance.

Guide for creating effective skills. Use when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Use AFTER first-round planning is complete, to do META-PLANNING — what wasn't planned that should have been? What pitfalls don't surface in the first round due to existing context bias, context rot, plan mode system prompt biases, or other distortions? Triage importance, surface escape routes (subagent assessment, backups, operator ready for ctrl+C, anything). NOT a duplicate of plan mode or commo

Lightweight entry point for small, well-understood changes

Comprehensive Claude Code plugin for yFiles for HTML development - includes skills for initialization, graph building, layouts, custom styling, and interactive features

Design a product planning process that connects strategy to execution through a repeatable cycle of goal setting, roadmapping, and delivery. Use this skill when a team's planning is ad-hoc, inconsistent, or disconnected from strategy.

Use this skill whenever the task involves product management activities: writing or refining a PRD, authoring user stories, defining acceptance criteria, prioritizing a backlog, creating a product roadmap, writing stakeholder updates, or analyzing feature requests. Triggers on: "write a PRD", "define requirements", "user stories", "acceptance criteria", "backlog", "roadmap", "feature request", "pr

Guide for implementing a new language parser in Codanna. Use when adding language support, implementing parsers, or extending language capabilities. Covers the six-file architecture (mod.rs, definition.rs, parser.rs, behavior.rs, resolution.rs, audit.rs), trait implementation patterns, resolution scope design, and integration workflow. Triggers on requests to add language support, implement new pa

Archive feature working files after a PR has merged