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Read Memories

ASecurity

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.

36 stars
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Added 9/22/2026
toolsbash

Works with

claude code

Security Analysis

A100/100

Scanned 9/22/2026

Install to Claude Code

$npx -y skills add NVlabs/Skill2Env --skill read-memories --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.md
---
name: read-memories
description: >
  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.
argument-hint: <keyword> [--here]
allowed-tools: Bash
---

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

```bash
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.

Attribution

NVlabsNVlabs
View sourceMore from NVlabs →
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