Individual skill

recursive-decision-ledger

Run repeated rollouts ("Prime Gauss" style recursive prompting) while keeping an append-only decision ledger of trials, marks, coherence checks, and promotion gates, so recursive confidence never auto-approves live trading, deploy, or destructive actions. Use when the user asks for repeated rollouts, marked decision processes, high-dimensional search, stochastic optimization, local-optima exploration, ensemble comparison, or recursive reasoning with a visible evidence trail.

skills/recursive-decision-ledger/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 299,849
Repository last updated: Nov 6, 2026
License: MIT

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# Recursive Decision Ledger

Use this skill when the user is trying to force deeper computation through
repeated rollouts or "Prime Gauss" style recursive prompting. Preserve the useful
part: repeated trials, prior memory, fresh information, and explicit marks.
Remove the unsafe part: pretending the loop proves certainty.

## Ledger Contract

Every rollout should record:

- rollout id and timestamp;
- prior accepted winner and prior watchlist;
- fresh information ingested;