Search JSONL agent session logs with DuckDB queries to recover past decisions.
npx skills add https://github.com/nq-rdl/agent-extensions --skill read-memories
Please help me install this Agent Skill. Skill: read-memories Source: https://github.com/nq-rdl/agent-extensions/tree/main/skills/duckdb/read-memories Command: npx skills add https://github.com/nq-rdl/agent-extensions --skill read-memories
Search past agent session logs stored as JSONL to recover decisions, patterns, or unresolved work. Use when the user references past conversations, asks what was done before, or wants context recovered from local transcript files.
Provide a keyword to search; the skill will locate the most relevant transcripts and return summarized results.
High-intent search queries and answers about installing and using this skill.
Recover context from past conversations by querying local JSONL session logs with DuckDB. The skill silently searches transcript files for matching keywords and returns relevant prior decisions or unresolved work to enrich your current task.
Context recovery from local transcripts is querying JSONL session logs to extract past decisions and unresolved work. It searches historical records using DuckDB and absorbs matching results to seamlessly enrich the active agent session.
Query JSONL log files with DuckDB by providing a keyword and a valid log root path. The skill applies path-resolution logic and properly escaped SQL to search transcripts, returning matching conversation history and summarized results.
Yes, searching session logs requires a valid log root directory containing JSONL files. The skill applies path-resolution logic to navigate this structure and locate relevant transcripts across your local projects for accurate recovery.
Yes, you can find unresolved work across projects by querying local JSONL session logs with DuckDB. Provide a keyword to search transcript files, and the skill recovers past patterns or incomplete tasks to enrich current context.
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