By grainulation
Run any task as a recursive convergence loop: investigate decisive questions, record evidence in a claim ledger, score contradictions, and revise beliefs until the answer converges. Useful for multi-source problems where the right answer isn't known upfront.
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Research sprint orchestrator for Claude Code. Structured research with claims, evidence tiers, and compiled output.
npx claudepluginhub grainulation/bean --plugin beanAuto-improving AI sub-agents that learn from their mistakes across sessions
Tell Claude what you want once; it works until the job is verifiably done, then saves what it learned. Goals with checkable specs, independent verification, and a memory that grows.
Turn broad Codex and Claude Code work into pressured /goal runs with oracles, local boards, receipts, and verification.
Durable goal-following for Claude Code: contracts with definition-of-done, subagent judge gates, executor-subagent chain execution, and adaptive missions. Inspired by OpenAI Codex /goal and the Ralph loop pattern.
Autonomous, personalized research loops for Claude Code. Set a topic, walk away, come back to a quality-gated report adapted to your projects.
Verification-first engineering toolkit for Claude Code. 15 skills across a 5-phase spine (Investigate → Design → Implement → Verify → Ship), 8 specialist agents, an interactive setup wizard. Every skill has rationalizations + evidence requirements. Built for senior ICs and tech leads.