Gabriel Stein
58304fc939
Co-authored-by: Mgeeeek <ms8939@bennett.edu.in> Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
66 lines
2.6 KiB
Bash
Executable File
66 lines
2.6 KiB
Bash
Executable File
#!/usr/bin/env bash
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# Hook: UserPromptSubmit
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#
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# Fires on every user message. Instead of pre-searching mem0 with the
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# raw prompt, this injects a decision rubric telling the agent when
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# and how to search itself. The agent has more context than this
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# script does -- let it decide.
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#
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# Input: JSON on stdin (prompt, session_id, cwd, transcript_path)
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# Output: Decision rubric injected into Claude's context (exit 0)
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# Intentionally omit -e so the script always exits 0 even if jq fails --
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# must never block the user's prompt.
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set -uo pipefail
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INPUT=$(cat)
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PROMPT=$(echo "$INPUT" | jq -r '.prompt // ""' 2>/dev/null || echo "")
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# Acknowledgements and short replies don't warrant memory context
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if [ ${#PROMPT} -lt 20 ]; then
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exit 0
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fi
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# No API key means the agent can't search anyway
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if [ -z "${MEM0_API_KEY:-}" ]; then
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exit 0
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fi
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USER_ID="${MEM0_USER_ID:-${USER:-default}}"
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cat <<EOF
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## Memory check
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Before responding, decide whether persistent memory context from mem0 would
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improve your answer. The agent -- not this hook -- owns this decision.
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**Search WHEN** the user:
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- references past work, decisions, or things "we" built
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- asks "how should we...", "best way to...", or any decision-style question
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- hits an error, bug, or asks for debugging help
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- requests work that touches their stack, tools, conventions, or preferences
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- starts a non-trivial task in a known project
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**Skip WHEN:**
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- the prompt is an acknowledgement or continuation
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- the user is *stating* new info -- that's a write trigger (\`add_memory\`), not a search
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- it's a pure syntax / factual question answerable from general knowledge
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- you already searched this scope earlier in the turn
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**If searching, do it well:**
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- Run **2-4 parallel** \`search_memories\` calls with different angles, not one
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query that echoes the user's prompt.
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- Phrase queries as **nouns** ("auth module decisions"), not full sentences.
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- Filter shape: the root must be a logical operator (\`AND\` / \`OR\` / \`NOT\`)
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with an array, and metadata uses a **nested** object (not dotted keys).
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Combine \`user_id\` with one \`metadata.type\` clause per call:
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- \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"type": "decision"}}]}\` -- design / architecture
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- \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"type": "anti_pattern"}}]}\` -- debugging, error handling
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- \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"type": "user_preference"}}]}\` -- tooling, stack, style
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- \`{"AND": [{"user_id": "$USER_ID"}, {"metadata": {"type": "convention"}}]}\` -- established patterns
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- Or scope with just \`{"AND": [{"user_id": "$USER_ID"}]}\` when no metadata filter fits.
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- Empty results are normal -- proceed without context.
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EOF
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exit 0
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