Recall

SkillSearch

Fan-out search across all memory sources when context is unclear or vaguely referenced. Triggers on: 'from earlier', 'remember when', 'what we discussed', 'that thing with', 'the conversation about', 'did we ever', 'what happened with', 'you mentioned', 'we talked about', 'earlier today', 'last session', 'the other day', or any vague reference to past context that needs resolution before the agent can act.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Recall skill

What this skill tells your AI

The instructions your AI receives, as published by joelhooks/joelclaw in skills/recall/SKILL.md and read by ahel’s review.

Use the saved memory connection managed by Executor for prior decisions, project context, and conversation-derived memory. Discover the connection and callable tools for this session; historical examples do not prove availability.

Start with composed recall using the exact project/workstream scope and access envelope. Correct the scope on No projection head. A disconnected direct MCP server does not prove the saved connection is unavailable.

Keep private queries in structured MCP arguments, never shell arguments or logs. Read the operator's current integration contract before memory drilldown or Granola work.

Raw transcript search, inspection, and extraction require a valid evidenceDrilldownReceipt for the exact scope and evidence. Discover the tool schema that accepts it. A successful recall, empty result, stale index, or inaccessible provider does not itself authorize raw fallback. If the contract cannot provide the required evidence, report that gap and continue with supported sources.

Separate recalled claims from current source or live facts. Return a concise synthesis with source receipts and uncertainty. Do not fan out into unrelated mail, transcripts, or private stores merely because they are searchable.

Signals

GitHub stars
64
Forks
2
Last commit
Sep 2026
Advanced
Item type
skill
Key
recall-joelhooks
Source
github.com/joelhooks/joelclaw