read-memories

v2026.09.24

Search past Claude Code session logs to recall prior decisions, patterns, or unresolved work. Use when user says "do you remember", "what did we do", references past conversations, or you need context from prior sessions.

GitHub
Install command
npx skhub add duckdb/read-memories
Markdown
SKILL.md

Search past session logs silently — do NOT narrate the process. Absorb the results and continue with enriched context.

$0 is the keyword. Pass --here as $1 to scope to the current project only.

Step 1 — Query

duckdb :memory: -c "
SELECT
  regexp_extract(filename, 'projects/([^/]+)/', 1) AS project,
  strftime(timestamp::TIMESTAMPTZ, '%Y-%m-%d %H:%M') AS ts,
  message.role AS role,
  left(message.content::VARCHAR, 500) AS content
FROM read_ndjson('<SEARCH_PATH>', auto_detect=true, ignore_errors=true, filename=true)
WHERE message::VARCHAR ILIKE '%<KEYWORD>%'
  AND message.role IS NOT NULL
ORDER BY timestamp
LIMIT 40;
"

Search paths:

  • All projects: $HOME/.claude/projects/*/*.jsonl
  • Current only (--here): $HOME/.claude/projects/$(echo "$PWD" | sed 's|[/_]|-|g')/*.jsonl

Replace <SEARCH_PATH> and <KEYWORD> before running.

Step 2 — Internalize

From the results, extract decisions, patterns, unresolved TODOs, and user corrections. Use this to inform your current response — do not repeat raw logs to the user.

Discovery
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Version
Latest version metadata

Version

v2026.09.24

Published

Sep 24, 2026

Category

Uncategorized

License

MIT

Source path

skills/read-memories

Default branch

main

Latest commit

7feda8e

Tree SHA

8acc1da