persistent-memory
SkillDocs & knowledgeLets your agent remember notes, decisions, and findings across sessions and search them later by tags or relevance.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the persistent-memory skill
About this capability
Observation capture and retrieval across sessions. Stores decisions, discoveries, and bugfix patterns. Searchable via tags and relevance scoring.
What this skill tells your AI
The instructions your AI receives, as published by a5c-ai/babysitter in library/methodologies/pilot-shell/skills/persistent-memory/SKILL.md and read by ahel’s review.
Storage
Observations are stored in .pilot-shell/memory/ as JSON files, one per session:
.pilot-shell/memory/
2026-03-02-session-a1b2c3.json
2026-03-01-session-d4e5f6.json
Retrieval
Search by:
- Tags: Filter by tag match
- Full text: Search observation content
- Type: Filter by decision/discovery/bugfix
- Recency: Prefer recent observations
- Relevance: Score against current task description
Auto-Triggers
/learntriggered at context thresholds- Session end captures final observations
- Breakpoints can trigger observation capture
Signals
- GitHub stars
- 2k
- Forks
- 106
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
persistent-memory- Source
- github.com/a5c-ai/babysitter