Bounded Memory#

Gives your OpenClaw AI agent a perfect memory — it can recall anything you've ever discussed, even from months ago.

What It Does#

Without this skill: each OpenClaw session starts fresh. The AI forgets everything.

With this skill: ask things like:

• "Did we discuss X before?"
• "What did we decide about Y?"
• "Find that conversation from last month"

Privacy Design#

What runsHowSearch indexing✅ 100% offline — SQLite onlySearch execution✅ 100% offline — no network callsLLM summarization⚠️ Opt-in only — use --llm flag to enable

No external API calls by default. The --llm flag (disabled by default) sends snippets to your configured LLM for summarization — only when you explicitly ask for it.

Quick Start#

bash

# Index your conversations (first time)
python3 skills/session-search/scripts/index-sessions.py --agent main

# Search (fully offline)
python3 skills/session-search/scripts/search-sessions.py "what did we decide about the logo design"

# Search with AI summary (opt-in)
python3 skills/session-search/scripts/search-sessions.py "question" --llm

What It Solves#

ProblemWithoutWith Bounded Memory"I asked this before but can't remember"AI has no ideaInstant recall"What did we decide in that meeting?"ForgotSearches all sessions"Did I mention this before?"No way to knowSearches everything

Example#

text

You: "Search our conversations about the robot project"
→ Found 3 discussions:
  1. [Last week] We discussed the design direction...
  2. [2 weeks ago] You asked about pricing...
  3. [Last month] The AI suggested adding...