dreaming
🔌Pluginlucasmccomb/ccgm
|Nightly, cost-capped dreaming service that mines Claude Code session transcripts for cross-session failure patterns and optimistically auto-integrates evidence-tagged memory-store changes (write-then-review, made safe by per-op-kind postures, a 24h dwell window, per-run blast caps, batch-anomaly detection, a windowed circuit breaker, an eval gate, a daily report, and git-backed rollback). Extends self-improving's learnings store with an out-of-band analyzer -- autoheal's capture-analyze-propose pipeline, retargeted at session transcripts instead of permission events. Provides the deterministic transcript miner (discover/mine/cluster/budget plus a schema-drift canary), the map-reduce analyzer (evidence bundle -> per-change proposals -> digest, with cost caps), the optimistic integration engine (per-op-kind postures, 24h dwell window, blast caps, batch-anomaly detection, windowed self-healing circuit breaker, plus an opt-in composite eligibility gate -- default off, add/supersede only -- scoring each mined add/supersede on four transcript-verified signals through a deterministic no-LLM waterfall before admission) with the /dream, /dream-digest, /dream-review, /dream-apply commands (/dream-review vetoes/reverts post-hoc; /dream-apply is the back-compat human-gated path) plus the nightly LaunchAgent scheduler, and the memory eval harness (with/without-memory A/B plus a saturation third arm, a four-bucket outcome classifier, and an end-to-end task exercising the analyzer's own mined output -- establishing the --gate contract the optimistic engine consumes), and a read-only reconciliation report comparing Claude Code's own harness auto-memory against the learnings store (import candidates + contradictions, appended to the daily digest -- never writes to auto-memory).
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lucasmccomb/ccgm
Installation
/plugin marketplace add lucasmccomb/ccgm/plugin install dreaming@ccgmMore from this repository10
Captures 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.
/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.
Hard PreToolUse gate that blocks Edit/Write/NotebookEdit and mutating git commands (commit, add, stage, apply) while HEAD is on the repo's default branch. Fires before the first edit so no work is ever produced on main. Bypass-proof (exit 2); ALLOW_MAIN_COMMIT=1 escape hatch; exempts in-progress rebase/merge/cherry-pick, unborn HEAD, and direct-to-main allowlisted repos.
Slash commands for brand naming research: /brand (full naming pipeline with word exploration, domain/trademark/app store checks) and /brand-check (single-name deep verification). Optionally adds Instant Domain Search MCP server for fast domain availability checks.
Rules for browser automation tool selection: Chrome extension, Playwright, and WebMCP. Includes verification priority order and UI verification workflow.
/capabilities - a decision map for CCGM's overlapping command/skill clusters. Answers "which one do I use?" for research, review, planning/execution, debugging, and knowledge/memory. A tight always-on rule points at the on-demand command so the full map costs zero idle tokens.
Audit tool for Claude Code installs. Three subcommands: check-resolvable (hook refs, command descriptions, script refs), dry (lexical overlap between command descriptions), and resolver-eval (runs a routing suite of {intent, expected} assertions against keyword-overlap scoring). Ships a default routing suite covering common slash commands.
Cloudflare-specific rules: Pages vs Workers selection, deployment methods, Git integration requirements.
Additional slash commands: /audit (codebase audit), /pwv (Playwright visual verify), /walkthrough (step-by-step guide), /promote-rule (promote repo rules to global), /freeze + /unfreeze + /guard (safety-hook state management), /checkpoint (save/resume WIP session state).
/argus - a closed-loop visual-ATDD harness where the agent develops UI against a per-feature design spec and signs off on its own work (functional AND visual) by grounding every judgment in deterministic gates plus a SEPARATE judge subagent that scores the render against the spec, a reference image, and the design system — never the diff. Loops to two consecutive passes, then commits a snapshot baseline. Platform-agnostic via a pluggable sensor+gates adapter (web built in; iOS/macOS via a project adapter). Ships the loop skill, the argus-judge agent, the spec/verdict/gate/rubric schemas, six dependency-free deterministic gate scripts, and an adapter-authoring contract.