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NC: diversity-collapse guard — few-shot sampling + hive + 6th safety invariant
architectureCore architecture decisionsCore architecture decisionsbrainLocal LLM brain subsystemLocal LLM brain subsystemenhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionP3Low priorityLow priorityStatus: Open.#408 In mercurialsolo/claudectl;NC: guarded durability metric — make long-term erosion visible to rollback
enhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionmetricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluationP3Low priorityLow priorityStatus: Open.#407 In mercurialsolo/claudectl;NC: decision-log memory lifecycle — compaction, dedup, relevance decay
brainLocal LLM brain subsystemLocal LLM brain subsystemenhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionP2Medium priorityMedium priorityStatus: Open.#406 In mercurialsolo/claudectl;NC: don't collapse verifier disagreement — run all verifiers, record the vector
coordinationCoordination layer for multi-agent workflowsCoordination layer for multi-agent workflowsenhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionmetricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluationP2Medium priorityMedium priorityStatus: Open.#405 In mercurialsolo/claudectl;NC: negative-results store — preserve failed trajectories as first-class artifacts
brainLocal LLM brain subsystemLocal LLM brain subsystemenhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionP2Medium priorityMedium priorityStatus: Open.#404 In mercurialsolo/claudectl;NC: held-out eval split — gate auto-apply, keep the judge outside the loop
brainLocal LLM brain subsystemLocal LLM brain subsystemenhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionmetricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluationP1High priorityHigh priorityStatus: Open.#403 In mercurialsolo/claudectl;Synthetic e2e environment for testing claudectl end-to-end
enhancementNew feature or requestNew feature or requestinfrastructureCI/CD, testing, releasesCI/CD, testing, releasesStatus: Open.#387 In mercurialsolo/claudectl;Brain: route managed Claude Code sessions to cheaper models (Haiku-for-obvious)
brainLocal LLM brain subsystemLocal LLM brain subsystemenhancementNew feature or requestNew feature or requestP2Medium priorityMedium priorityperformancePerformance critical pathPerformance critical pathStatus: Open.#386 In mercurialsolo/claudectl;NC Phase 4: governance + inheritance — generational fitness, drift detection, hive-share
enhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionmetricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluationP3Low priorityLow priorityStatus: Open.#363 In mercurialsolo/claudectl;NC Phase 3: autonomous project upgrades — Tier 3 supervisor tasks → gated PRs
coordinationCoordination layer for multi-agent workflowsCoordination layer for multi-agent workflowsenhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionorchestrationMulti-session coordination and task orchestrationMulti-session coordination and task orchestrationP3Low priorityLow priorityStatus: Open.#362 In mercurialsolo/claudectl;NC Phase 2: self-authored docs — Tier 2 CLAUDE.md/skill deltas via canary
enhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionP3Low priorityLow priorityStatus: Open.#361 In mercurialsolo/claudectl;NC Phase 1: close the cheap loop — Tier 0/1 verifier-gated auto-apply + rollback
brainLocal LLM brain subsystemLocal LLM brain subsystemcoordinationCoordination layer for multi-agent workflowsCoordination layer for multi-agent workflowsenhancementNew feature or requestNew feature or requestepic:niche-constructionAuto-improving local harness via niche constructionAuto-improving local harness via niche constructionP2Medium priorityMedium priorityStatus: Open.#360 In mercurialsolo/claudectl;