Collaborative drafting. Works with user to fill the outline sentence by sentence. Asks questions, offers options, matches the feel, shows improvement.
Interactive planning for writing. Gets user input, confirms intent, identifies research needs, does the research, outputs a filled outline ready for the writer.
Detects AI writing patterns and fixes them. Use when reviewing any written output, including docs, READMEs, messages, PRDs. Based on Wikipedia's AI Cleanup patterns.
Atris workflow enforcement for repos using atris/ (MAP, TODO, journal, features, plan-do-review, anti-slop). Use when the user asks to follow the Atris system or mentions atris, MAP.md, TODO.md, journal/logs, features, plan/do/review, or anti-slop policies.
PRD-driven autonomous execution - give it a task, it loops until done
Backend architecture policy. Use when building APIs, services, data access, or any backend work. Prevents over-engineering.
Detects AI writing patterns and fixes them. Use when reviewing any written output, including docs, READMEs, messages, PRDs. Based on Wikipedia's AI Cleanup patterns.
Frontend aesthetics policy. Use when building UI, components, landing pages, dashboards, or any frontend work. Prevents generic ai-generated look.