AI SummaryRecall automatically searches across memory sources when users make vague references to past conversations, helping an AI assistant reconstruct context without guessing. Ideal for users who frequently reference earlier discussions and need reliable context retrieval.
Install
Copy this and paste it into Claude Code, Cursor, or any AI assistant:
I want to install the "recall" skill in my project. Please run this command in my terminal: # Install skill into the correct directory (4 files) mkdir -p .claude/skills/recall && curl --retry 3 --retry-delay 2 --retry-all-errors -o .claude/skills/recall/SKILL.md "https://raw.githubusercontent.com/joelhooks/joelclaw/main/skills/recall/SKILL.md" && mkdir -p .claude/skills/recall/agents && curl --retry 3 --retry-delay 2 --retry-all-errors -o .claude/skills/recall/agents/openai.yaml "https://raw.githubusercontent.com/joelhooks/joelclaw/main/skills/recall/agents/openai.yaml" && mkdir -p .claude/skills/recall/assets && curl --retry 3 --retry-delay 2 --retry-all-errors -o .claude/skills/recall/assets/large-logo.png "https://raw.githubusercontent.com/joelhooks/joelclaw/main/skills/recall/assets/large-logo.png" && mkdir -p .claude/skills/recall/assets && curl --retry 3 --retry-delay 2 --retry-all-errors -o .claude/skills/recall/assets/small-logo.svg "https://raw.githubusercontent.com/joelhooks/joelclaw/main/skills/recall/assets/small-logo.svg" Then restart Claude Code (or reload the window in Cursor) so the skill is picked up.
Description
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.
Recall — Find What Was Said
When Joel references something vaguely, don't guess — fan out across all memory sources and find it.
Trigger Detection
Phrases that indicate a recall is needed (case-insensitive): • "from earlier", "earlier today", "earlier this week" • "remember when", "remember that", "you mentioned" • "what we discussed", "what we talked about", "the conversation about" • "that thing with", "the thing about", "what was that" • "did we ever", "have we", "wasn't there" • "last session", "the other day", "yesterday" • "correlate with", "connect to what we" • Any vague pronoun reference to past context ("those photos", "that idea", "the notes") Key principle: If you'd have to guess what "earlier" or "that" refers to, you need recall.
Fan-Out Search Pattern
Search these sources in parallel where possible, with timeouts on each:
Always check first — most "from earlier" references are same-day
cat ~/.joelclaw/workspace/memory/$(date +%Y-%m-%d).md `
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