By lucasmccomb
Meta-learning system with a structured JSONL learnings store (confidence decay, staleness, prompt-injection-filtered), automated reflection triggers, and hooks that fire at key moments (PR merge, context compaction, debugging failures). Replaces narrative MEMORY.md with a queryable, token-budgeted store while keeping MEMORY.md as a rendered index.
Maintain the learnings store via delta-first ops (supersede over rewrite) - dedup, retire stale entries, reconcile with legacy MEMORY.md
Run the self-improving reflection loop for the current session. This command runs inline (not delegated to a subagent) to preserve full session context.
Generate a retrospective from git history over a time window (default last 7 days)
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npx claudepluginhub lucasmccomb/ccgm --plugin self-improvingCaptures permission events, tool failures, and user-correction signals; runs a daily analyzer via direct Anthropic API call; produces a local digest + opt-in Resend email; opt-in real-time security alerts and opt-in confidence-gated auto-apply. Cross-clone-safe via fcntl file locks. Webhook publisher seam is dormant by default.
Spec-driven development where E2E vision specs define target behavior. /atdd reads Playwright specs, iteratively builds app code until all tests pass, then ships.
/brainstorm - hard gate that forbids code, scaffolding, or implementation until a design spec is written and user-approved. Proposes 2-3 approaches with tradeoffs, writes a design doc, self-reviews for TBDs and contradictions, then hands off to /xplan. Pairs with /ideate (which refines the concept) to enforce spec-before-plan-before-code.
Configure Claude as a fully autonomous Staff-level engineer who executes tasks end-to-end without asking unnecessary questions.
/adrev - adversarial review of a plan or any entity (file, doc, PR, issue, directory, or stated concept). Dispatches a separate adrev-reviewer agent that attacks premises, hunts failure modes, and steelmans the case against. Plan targets get findings incorporated into the plan automatically unless told not to; all other targets get a report.
Multi-model consensus engine integrating OpenAI Codex CLI, Gemini CLI, and Claude CLI for collaborative code review and problem-solving.
Memory compression system for Claude Code - persist context across sessions
Harness-native ECC plugin for engineering teams - 67 agents, 271 skills, 92 legacy command shims, reusable hooks, rules, MCP conventions, and operator workflows for Claude Code plus adjacent agent harnesses
Complete collection of battle-tested Claude Code configs from an Anthropic hackathon winner - agents, skills, hooks, and rules evolved over 10+ months of intensive daily use
Claude + Obsidian knowledge companion. Sets up a persistent, compounding wiki vault (Karpathy's LLM Wiki pattern). v1.7 "Compound Vault" + v1.8 methodology modes close 5 of 5 priority gaps from the May 2026 compass artifact. Ships: substrate alignment with kepano/obsidian-skills, default Obsidian CLI transport, hybrid retrieval (contextual prefix + BM25 + cosine rerank per Anthropic's Sept 2024 research), per-file advisory locking for multi-writer safety, pre-commit verifier agent, AND methodology modes (LYT / PARA / Zettelkasten / Generic) for first-class organizational support no other Claude+Obsidian competitor offers. v1.7.x audit closure: every BLOCKER + HIGH + MEDIUM + LOW finding from the v1.7.0 audit is CLOSED or DEFERRED-with-rationale. Optional DragonScale Memory extension (log folds, deterministic addresses, semantic tiling lint, boundary-first autoresearch).