self-evolving plugins

by epicsagas

Auto-trigger skills + self-evolving agent harness. Orbit (spec-to-ship pipeline), evolve (skill mutation engine), team (multi-agent org design), TDD, check, ship, simplify, debug, perf, secure, and more — triggered by context, not commands.

by epicsagas

Auto-trigger skills + self-evolving agent harness. Includes orbit, evolve, team, tdd, audit, ship and more.

by Terry Li

Self-evolving research methodology for LLM-driven strategy discovery. Agnostic universal principles distilled from multi-session iterative investigation, structured as a genetic-evolutionary process — hypotheses mutate, compete, get selected by adversarial gates, and failed attempts remain resurrectable.

by Dan Lee

Self-evolving development pipeline — 3 lean agents across 6 phases with compound discovery loop, proactive research, and strict evaluation. No external dependencies.

by XRenSiu

Generate a bespoke DESIGN.md for any product brief by reverse-engineering a corpus of existing DESIGN.md design systems into a computable design grammar (rules + rationale + relationships), then forward-generating with three-part rationale (inheritance + adaptation + justification). Outputs the v1.13.0 distinctiveness kernel: concept-first seeding (POV per brief, not category centroid), anchor+productive-tension retrieval, divergent best-of-N candidate generation, a bounded transformational operator, and a 6-check P0 gate (coherence/archetype/kansei/neighbor + rationale-judge + taste-critic for distinctiveness) + OD-dialect 9-section DESIGN.md format (Visual Theme & Atmosphere / Color Palette & Roles / Typography Rules / Component Stylings / Layout Principles / Depth & Elevation / Do's and Don'ts / Responsive Behavior / Agent Prompt Guide) consumable by any DESIGN.md-compatible tool (OD, Claude Design, Stitch). Two interaction modes: interactive (one-shot question batching, max 7 questions, never interrupts mid-generation) or auto (zero-questions, default-driven inference). Self-evolving: high-frequency adaptations consolidate into new rules. Material library is decoupled — works with OD's ~140 systems, awesome-design-md, or any DESIGN.md collection.

by itlackey

Search, show, and curate AKM concepts, record feedback, and turn corrections, preferences, memories, and recurring workflows into reviewable AKM proposals.