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recursive-decision-ledger

Maintain an auditable ledger of rollouts and outcomes for iterative decision problems.

Updated Apr 13, 2026
Search Tags:#audit#decision#traceability#coherence#ledger#recursive
One-click install
npx skills add https://github.com/sakamoto-family-smile/agent_monorepo --skill recursive-decision-ledger
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: recursive-decision-ledger
Source: https://github.com/sakamoto-family-smile/agent_monorepo/tree/main/.claude/skills/ecc/recursive-decision-ledger
Command: npx skills add https://github.com/sakamoto-family-smile/agent_monorepo --skill recursive-decision-ledger

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Managing complex, multi-step reasoning tasks often requires a verifiable record of each iteration, outcomes, and decisions to ensure reproducibility and governance.

Core Features & Use Cases

  • Ledger-based tracking: Maintain a structured, append-only record of rollouts, candidates, decisions, and coherence checks.
  • Promotion & risk controls: Apply gating rules to prevent live actions without explicit approval when needed.
  • Use Case: Operators running recursive optimization, model ensembles, or high-stakes decision processes can trace reasoning and outcomes over time.

Quick Start

Initiate a bounded rollout by recording the prior ledger, ingesting new information, executing a bounded search, and appending the rollout results to the ledger.

Frequently Asked Questions about recursive-decision-ledger

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I maintain an audit trail for recursive optimization decisions?▼

A decision ledger solves iterative decision problems by maintaining an append-only record of rollouts, outcomes, and coherence checks to ensure reproducibility and governance across multi-step reasoning workflows.

What is the best way to trace outcomes in high-dimensional search workflows?▼

The best way to trace outcomes in high-dimensional search workflows is appending bounded rollout results to a structured ledger, capturing information ingestion, trial counts, and promotion gate results for verifiable traceability.

How do I start tracking recursive reasoning with an evidence ledger?▼

Start tracking recursive reasoning by recording the prior ledger, ingesting new information, executing a bounded search, and appending the rollout results to the ledger to maintain an auditable sequence of decisions.

Can I apply gating rules to prevent live actions during iterative decision processes?▼

You can apply promotion and risk gating controls to iterative decision processes to prevent live actions from executing without explicit approval, ensuring high-stakes optimization workflows remain governed.

Does this decision tracking approach work for model ensemble operations?▼

This decision tracking approach works for model ensemble operations by maintaining a structured record of candidates and coherence checks, allowing operators to trace reasoning and outcomes over time.

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