mind on output — stay present with AI
clarify before you build. learn from failure. iterate with confidence.
Autonomous iteration with spec-driven quality gates. Uses Tasks API for state, Stop hooks for intelligent termination.
Cancel active Loop. Use when loop needs to stop early, done iterating manually, want to abort, or change direction. Triggers on "cancel loop", "stop iterating", "end loop", "terminate loop", "abort loop", "kill loop", "stop the loop", "halt".
Execute pre-decomposed PRD with machine-verifiable tasks. Triggers on "loop prd", "run prd", "execute tasks from PRD", "prd execution". Parses task blocks with T-NNN format, respects dependencies, supports parallel execution with --parallel flag.
Fresh-instance orchestration for multi-story features. Use when N>5 stories risk context exhaustion. Spawns fresh Claude per story via bash script. Triggers on "ralph", "fresh instances", "multi-story loop", "context exhaustion".
Voice extraction, precision editing, narrative structure, and copy evaluation for writing work.
Scaffold structured documents (RFC, ADR, Blog) using industry best practices. Use when creating RFCs, ADRs, blog posts, or technical articles. Triggers on "write RFC", "create ADR", "blog post template", "scaffold document", "RFC template". Produces draft for refinement with /wordsmith:edit.
List, apply, or delete saved voice profiles. Use when user wants to see available voices or apply a saved voice to writing.
Precision editing for prose and copy. Use when user says "edit this", "improve this", "review my writing", "use [name]'s voice", or provides draft text to refine. Triggers on editing, voice extraction, voice library, narrative structure, microcopy.
Interactive HTML playgrounds for temporal exploration. Visualize systems and timelines, then extract insights.
Create interactive feedback loop visualizer with poke mode. Use when user wants to map a system, see loops, understand why something keeps happening, or find intervention points.
Create interactive 10-10-10 timeline simulator with parallel tracks and regret markers. Use when user wants temporal analysis, project forward, see consequences over time, or run regret minimization.
Expert simulation for code guidance, style, and debates. Channels Addy Osmani, Rich Hickey, Adam Wathan, and more.
Interview prep, skill assessment, STAR narratives, stakeholder navigation, and focus capacity analysis for career development.
PRD generation, competitive analysis, research synthesis, and goal systems for product work.
Design exploration workflows for research, direction-finding, and surfacing unknowns. Journey mapping, IA, visual directions, and UX comparison.
Complete workflows for startup validation, fundraising, and financial modeling with Marp slides and spreadsheet outputs.