| name | team-memory |
| description | Store, search, and manage team memory from AI coding sessions. Use /remember to save observations (conventions, gotchas, debugging tips, architecture decisions, workflows). Use /recall to search memories by semantic query. Use /feedback to rate memory quality (helpful/harmful/irrelevant). Triggers on any request to save, recall, search, or rate team knowledge. |
Team Memory
Manage a shared team memory system backed by a Cloudflare Worker with semantic search.
Commands
/remember — Store an observation
Save a new observation to team memory.
TEAM_MEMORY_URL=https://team-memory.zacjones93.workers.dev bun run .claude/skills/team-memory/scripts/remember.ts "<observation text>" [--category=<category>] [--priority=<priority>]
Categories: convention, gotcha, debugging, architecture, workflow
Priorities: critical, moderate, ephemeral
Defaults: category=convention, priority=moderate
Examples:
TEAM_MEMORY_URL=https://team-memory.zacjones93.workers.dev bun run .claude/skills/team-memory/scripts/remember.ts "PlanetScale returns strings for COUNT columns — always wrap with Number()" --category=gotcha --priority=critical
TEAM_MEMORY_URL=https://team-memory.zacjones93.workers.dev bun run .claude/skills/team-memory/scripts/remember.ts "Use ULID for ID generation, not CUID2" --category=convention
/recall — Search memories
Search team memory by semantic query.
TEAM_MEMORY_URL=https://team-memory.zacjones93.workers.dev bun run .claude/skills/team-memory/scripts/recall.ts "<query>" [--limit=<n>] [--category=<category>] [--priority=<priority>]
Default limit: 5. Results are ranked by relevance.
Examples:
TEAM_MEMORY_URL=https://team-memory.zacjones93.workers.dev bun run .claude/skills/team-memory/scripts/recall.ts "database migration patterns"
TEAM_MEMORY_URL=https://team-memory.zacjones93.workers.dev bun run .claude/skills/team-memory/scripts/recall.ts "Stripe" --category=gotcha --limit=10
/feedback — Rate a memory
Provide feedback on a memory's usefulness.
TEAM_MEMORY_URL=https://team-memory.zacjones93.workers.dev bun run .claude/skills/team-memory/scripts/feedback.ts <observation-id> <signal> [--note="<reason>"]
Signals: helpful, harmful, irrelevant
Examples:
TEAM_MEMORY_URL=https://team-memory.zacjones93.workers.dev bun run .claude/skills/team-memory/scripts/feedback.ts 01J5K3M2N7 helpful --note="Saved me from a production bug"
TEAM_MEMORY_URL=https://team-memory.zacjones93.workers.dev bun run .claude/skills/team-memory/scripts/feedback.ts 01J5K3M2N7 irrelevant
Environment
Production URL: https://team-memory.zacjones93.workers.dev
All commands below include the env var inline. If TEAM_MEMORY_URL is already set in your shell, the prefix is optional.
Hooks
- SessionStart: Reminds the agent about the memory system and how to use /recall for task-relevant lookups
- SessionEnd: Reads transcript JSONL, extracts user/assistant messages, POSTs to
/sessions
- Export: Syncs memories to MEMORY.md between
<!-- BEGIN TEAM-MEMORY --> / <!-- END TEAM-MEMORY --> markers