Specification
- Skill ID
- duckdb/duckdb-skills/read-memories
- Publisher
- duckdb
- Repository
- duckdb-skills
- Installs
- 0
- Files
- 1
- Synced
- Sep 23, 2026
How to use it
Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.
duckdb/duckdb-skills/read-memoriesInstalls these files- SKILL.md
What this skill tells the agent
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.
More from duckdb
Use this skill in a project
Open any RiverX project, search the Skills panel for duckdb/duckdb-skills/read-memories, and install it in one click.
