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Dynamic task decomposition for large prompts

brainLocal LLM brain subsystemLocal LLM brain subsystem

featureNew featureNew feature

orchestrationMulti-session coordination and task orchestrationMulti-session coordination and task orchestration

P2Medium priorityMedium priority

Status: Open.

#149 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

Idle/sleep mode with unattended work queue

brainLocal LLM brain subsystemLocal LLM brain subsystem

featureNew featureNew feature

idle-modeUnattended/idle-time automationUnattended/idle-time automation

P1High priorityHigh priority

Status: Open.

#145 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 3] Shadow mode A/B comparison

benchmarkingBaseline comparisons and A/B testingBaseline comparisons and A/B testing

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P2Medium priorityMedium priority

Status: Open.

#141 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 3] Incident post-mortem framework for false approvals

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P1High priorityHigh priority

Status: Open.

#140 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 3] New language cold start experiment

benchmarkingBaseline comparisons and A/B testingBaseline comparisons and A/B testing

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P2Medium priorityMedium priority

Status: Open.

#139 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 3] Drift detection over time

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P2Medium priorityMedium priority

Status: Open.

#138 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 3] Held-out repo transfer test

benchmarkingBaseline comparisons and A/B testingBaseline comparisons and A/B testing

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P2Medium priorityMedium priority

Status: Open.

#137 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 2] Rules baseline comparison

benchmarkingBaseline comparisons and A/B testingBaseline comparisons and A/B testing

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P1High priorityHigh priority

Status: Open.

#136 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 2] Abstention calibration

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P2Medium priorityMedium priority

Status: Open.

#135 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 2] False-deny rate and friction cost

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P2Medium priorityMedium priority

Status: Open.

#134 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 2] False-approve rate on risky actions

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P1High priorityHigh priority

Status: Open.

#133 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026

[Tier 1] Time-to-correct analysis

blog-evidenceEvidence for Not Your Weights Not Your Brain essayEvidence for Not Your Weights Not Your Brain essay

metricsInstrumentation, measurement, and evaluationInstrumentation, measurement, and evaluation

P2Medium priorityMedium priority

Status: Open.

#132 In mercurialsolo/claudectl;

· mercurialsolo opened on Apr 16, 2026