recursive-decision-ledger
Run repeated rollouts ("Prime Gauss" style recursive prompting) while keeping an
by affaan-mFree
Description
recursive-decision-ledger is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It runs repeated rollouts, known as Prime Gauss style recursive prompting, to push a model toward deeper reasoning, and it keeps an append-only ledger of each trial, its marks, coherence checks and any promotion decisions. The skill keeps the useful parts of the approach: repeated trials, prior memory, fresh information and explicit marks. It removes the unsafe part, which is the pretence that repeating a loop proves certainty. Every rollout must be recorded in the ledger, so the reasoning can be audited afterwards. The skill applies when a person wants deeper computation through repeated prompting. It is a SKILL.md file of instructions that an AI agent loads when a task calls for it. It is free and open source, and the skills.sh listing shows all three security audits passing.…
Highlights
- Repeated rollouts with memory
- Append-only decision ledger
- Coherence checks and explicit marks
- Does not treat repetition as proof
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recursive-decision-ledger FAQ
What does the recursive-decision-ledger skill do?
It runs repeated prompting rollouts and records every trial, mark and coherence check in an append-only ledger.
Why keep a ledger?
So each rollout and decision can be audited after the fact, instead of trusting the final answer alone.
Does repetition prove the answer?
No. The skill says to remove that assumption and treat the loop as evidence, not certainty.
How do I install it?
Run: npx skills add https://github.com/affaan-m/ecc --skill recursive-decision-ledger
Is it free?
Yes. It is free and open source.
Are there security findings?
The skills.sh listing shows Gen Agent Trust Hub, Socket and Snyk all passing.
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