Skill Distiller (One-Liner)
Skill compression reminder in 100 tokens — just trigger, action, result.
Safety Checks
Verify before you trust — model pinning, fallbacks, and runtime safety validation
Insight Song
Transform technical insights into Suno-ready songs with lyrics, style tags, and emotional arc
Workflow Tools
Work smarter with loop detection, parallel decisions, and file size analysis
Self Improvement
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring t…
Ted Talk
Transform technical insights into full 40-50 minute TED-style talks with concrete examples and Q&A
PBE Extractor
Extract invariant principles from any text — find the ideas that survive rephrasing.
Failure Memory
Stop making the same mistakes — turn failures into patterns that prevent recurrence
Skill Distiller (Compressed)
Same skill compression power in half the context — 975 tokens vs 2,500.
Visual Concept
Transform technical insights into visual concept guides — symbolic imagery, color arcs, and creative direction for video
Side Quests
Full creative synthesis — combine song, visual concept, and TED talk from a single technical insight
Review Orchestrator
Get multiple perspectives on your work — coordinate reviews across cognitive modes
Principle Comparator
Compare two sources to find shared and divergent principles — discover what survives independent observation.
Skill Distiller (Reference)
Complete skill compression documentation — all options, modes, and calibration details (~2,500 tokens).
Skill Distiller
Fit more skills in your context window — compress without losing what matters.
Principle Synthesizer
Synthesize invariant principles from 3+ sources — find the core that survives across all expressions.
Song Remix
Transform existing songs with the Twin Remix method — produce Respectful and Viral versions with Suno v4.5 sliders and visual guides
Core Refinery
Find the core that runs through everything — the ideas that survive across all your sources.
Essence Distiller
Find what actually matters in your content — the ideas that survive any rephrasing.
Constraint Engine
Learn from consequences, not instructions — generate and enforce constraints from experience
Agentic Governance
Keep your constraints healthy — lifecycle management with automatic staleness detection
Context Verifier
Know the file you're editing is the file you think it is — verify integrity before you act
Golden Master
Track source-of-truth relationships between files — know when derived content becomes stale.
Pattern Finder
Discover what two sources agree on — find the signal in the noise.