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Release v10.2.0

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@marcusgoll marcusgoll released this 27 Nov 06:16
· 111 commits to main since this release

MAKER Error Correction Framework (v10.2.0)

Integrates concepts from "Solving a Million-Step LLM Task with Zero Errors" (arXiv:2511.09030) to improve workflow reliability and scalability.

✨ New Features

Red-Flagging System: Discard suspicious agent outputs instead of repairing them

  • Response length limits by operation type
  • Format validation (strict mode - fail fast, don't repair)
  • Uncertainty marker detection
  • Circular reasoning detection
  • Configuration: .spec-flow/config/red-flags.yaml

Multi-Agent Voting: First-to-ahead-by-k error correction for critical decisions

  • Mathematical foundation: p_correct = p^k / (p^k + (1-p)^k)
  • Temperature-based error decorrelation
  • Voting-enabled operations: code review, breaking changes, security review
  • New skill: .claude/skills/multi-agent-voting/SKILL.md
  • Configuration: .spec-flow/config/voting.yaml

Task Complexity Scoring: 1-10 scale for task decomposition guidance

  • Score 1-3 (Atomic): ~95% success rate
  • Score 4-6 (Compound): ~85% success rate
  • Score 7-10 (Complex): ~70% success rate → DECOMPOSE
  • Automatic warnings for tasks scoring >5
  • Updated: .claude/skills/task-breakdown-phase/reference.md

Error Rate Tracking: Historical success rates for adaptive model selection

  • Per-task-type success rate tracking
  • Cost per success (c/p) optimization guidance
  • Model recommendations based on task complexity
  • Configuration: .spec-flow/learnings/error-rates.yaml

📚 Documentation

  • docs/maker-integration.md - Comprehensive MAKER concepts guide
  • Updated CLAUDE.md with MAKER Error Correction section

Full Changelog: v10.1.0...v10.2.0