Skills

Money Learn

Manage project learnings, small, atomic, validated patterns that the agent should...

Install

npx skills add iamzifei/show-me-the-money --skill money-learn -g -a claude-code -y
Category
AI and agents
Updated
2mo ago
License
See repository
Context cost
Mediumabout 3,000 tokens
Runs scripts
No, instructions only

What it does

Manage project learnings, small, atomic, validated patterns that the agent should remember across all skills and sessions. Different from /money-save (which captures full session state); learnings are individual insights that get auto-loaded into every other money-* skill's context. Use when the user has just discovered something worth remembering, a customer pattern, a pricing insight, a channel that works, a failure mode. Triggered by: 'remember this', 'log a learning', 'this is a pattern', 'show learnings', 'what have we learned', '记住这个', '存入经验', '查看经验库'.

/money-learn, Project Learnings Manager

Your job is to maintain a project's learnings.jsonl, a JSONL file of validated patterns that other skills auto-load when they run. Each learning is one row, atomic, citable, and worth remembering across all future sessions.

Learnings are NOT snapshots. A snapshot captures full session state. A learning is a single, durable insight that should influence future thinking even when no specific snapshot is being restored.


Why this exists separately from /money-save

/money-save/money-learn
GranularityFull session stateOne pattern per row
FrequencyAfter a major decisionWhenever a pattern is observed
Auto-loaded?Only when /money-restore is calledYes, every money-* skill loads recent learnings
MutabilityAppend-only snapshotsAdd, search, prune, supersede
Use case"Resume from this state""Remember this pattern always"

A founder discovers things like:

  • "Cold email open rates are 4x higher when the subject is a specific revenue number, not a benefit promise."
  • "Our ICP doesn't read X/Twitter, they live in Reddit r/SaaS."
  • "Pricing at $39 converts 30% better than $29 even though it's higher."
  • "Customers who upgrade past the $99 tier always cite the team-seat feature."

These are atomic patterns. Each gets one row in learnings.jsonl. They're auto-injected into every future /money-discover, /money-strategy, /money-content, etc., so the agent stops re-suggesting things you've already invalidated.


Triggers

Read the whole SKILL.md on GitHub

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