Memory
SkillDocs & knowledgeRead, write, and summarize persistent Office memory when durable behavioral guidance or project knowledge should survive across agent sessions.
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 Memory skill
What this skill tells your AI
The instructions your AI receives, as published by kdlbs/kandev in apps/backend/internal/office/configloader/skills/memory/SKILL.md and read by ahel’s review.
Read and write persistent memory entries via the CLI. Memory is organized by layer:
- operating -- behavioral guidelines, preferences, communication style
- knowledge -- facts about people, projects, systems, decisions
Write Memory
$KANDEV_CLI kandev memory set --layer knowledge --key "people-alice" \
--content "Alice is the frontend lead. Prefers TypeScript, reviews PRs quickly."
Read Memory
# List all memory entries
$KANDEV_CLI kandev memory get
# List by layer
$KANDEV_CLI kandev memory get --layer knowledge
# Get specific entry
$KANDEV_CLI kandev memory get --layer knowledge --key "people-alice"
Memory Summary
$KANDEV_CLI kandev memory summary
Guidelines
- Use operating for persistent behavioral instructions (communication style, workflow preferences).
- Use knowledge for learned facts that should persist across sessions.
- Keep keys descriptive and hyphenated (e.g.,
people-alice,project-api-migration). - Memory entries are markdown files on disk and can be edited by the user directly.
Signals
- GitHub stars
- 771
- Forks
- 114
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
memory-kdlbs- Source
- github.com/kdlbs/kandev