reasoning-bank
CommunityRetrieve and reinforce high-confidence memories.
Software Engineering#Claude skills#YAML frontmatter#CLI commands#ranking#reinforcement#memory retrieval#recency decay
AuthorToanPV90
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill solves noisy, flat memory retrieval by ranking memories by both confidence and recency, and by letting you deliberately reinforce what proved useful.
Core Features & Use Cases
- Confidence-weighted retrieval: Searches memory directories and ranks matches using confidence × recency decay so the most relevant memories surface first.
- Deliberate boosting loop: Updates a memory’s frontmatter (used_count, last_used, and confidence) with a controlled diminishing-returns curve.
- Pruning-friendly maintenance signal: Flags older, low-confidence entries for eventual decay/pruning by keeping reinforcement and decay semantics aligned with the existing maintenance system.
Quick Start
Run /reasoning-bank retrieve <query> to get the top-ranked memories relevant to your question.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: reasoning-bank Download link: https://github.com/ToanPV90/dotfiles/archive/main.zip#reasoning-bank Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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