sk Skill · affaan-m
recursive-decision-ledger
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.
Open on skills.sh ↗read 2026-09-17
- installs 8w
- 1,688
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JavaScript
A SKILL.md that structures repeated rollouts and recursive reasoning into a persistent decision ledger. It defines a rollout loop, per-candidate marks (accept/watch/reject/decay), coherence marks, and promotion rules for high-stakes decisions.
Use it when you need repeated rollouts or stochastic search to leave a visible, auditable evidence trail rather than one-shot answers.
Use it to
- Run repeated rollouts with a recorded ledger
- Compare ensembles with accept/watch/reject marks
- Explore local optima across bounded searches
- Gate production deploys via promotion rules
- Summarize decisions leading with the outcome
For Agent users running multi-rollout search or high-stakes decisions
- Host repository
- affaan-m/ECC
- Installs, lifetime
- 2,700
- Installs, 8 weeks
- 1,688
- Allowed tools
- Read, Write, Edit, Bash, Grep, Glob
- Licence
- MIT
- Host stars
- 261k
- Host language
- JavaScript
topicsagent-skilldecision-makingrolloutsstochastic-optimizationaudit-trailrecursive-reasoning