Classify new learnings and store them in Hindsight's retain tool.
npx skills add https://github.com/AndreJorgeLopes/devflow --skill retain-learning
Please help me install this Agent Skill. Skill: retain-learning Source: https://github.com/AndreJorgeLopes/devflow/tree/main/skills/retain-learning Command: npx skills add https://github.com/AndreJorgeLopes/devflow --skill retain-learning
It helps prevent valuable decisions, discoveries, and hard-won lessons from being lost between AI agent sessions.
Use retain-learning to store a specific lesson for future sessions by telling your agent what you learned and including any relevant context or rationale.
High-intent search queries and answers about installing and using this skill.
To retain learning insights for future AI agent sessions, you capture the discovery or decision rationale and store it as a structured memory payload using a long-term memory tool. This prevents valuable decisions from being lost between sessions.
The best way to classify agent memory for better retrieval is to automatically tag the learning payload as a Mental Model, Hard Rule, Gotcha, Decision, Technique, or Discovery. This categorization structures the data for efficient future recall.
Yes, you can preserve decision rationale and hard rules between agent workflows by converting user-provided notes into a structured memory payload. This ensures hard-won lessons and specific gotchas are stored for later reuse.
To structure a memory payload from a raw note, you parse the input arguments, classify the specific learning into a defined category, and invoke a memory retention tool to store the structured payload for future recall.
You need to store agent memory in Hindsight when you have a discovery, hard rule, decision rationale, technique, mental model, or gotcha to preserve. This is required to prevent valuable insights from being lost between AI agent sessions.
fabioc-alohaGuide structured reflection to consolidate new learnings into durable memory.
iamtouchskyerSave distilled development insights into persistent Zettelkasten memory cards.
delorenjRetain, recall, and reflect on agent memories via self-hosted Hindsight.
AndreJorgeLopesCapture architectural decisions as ADRs and retain them in Hindsight.
