openclaw-history-ingest

Ingest OpenClaw agent history into an Obsidian wiki from MEMORY.md and session transcripts.

3.2k|320|Updated Apr 6, 2026

Search Tags:#memory #provenance #sessions #wiki #redaction #ingest #openclaw

Ready to run

npx skills add https://github.com/Ar9av/obsidian-wiki --skill openclaw-history-ingest

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: openclaw-history-ingest
Source: https://github.com/Ar9av/obsidian-wiki/tree/main/.skills/openclaw-history-ingest
Command: npx skills add https://github.com/Ar9av/obsidian-wiki --skill openclaw-history-ingest

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ingest OpenClaw agent history into the Obsidian wiki to distill durable knowledge from MEMORY.md and per-session transcripts.

Core Features & Use Cases

Delta-driven ingestion: identifies new or updated artifacts and ingests only what has changed.
Memory-first parsing: prioritizes durable knowledge from MEMORY.md, then enriches it with insights from daily notes and session logs.
Provenance and redaction: labels extracted content as extracted or inferred, redacts sensitive data, and updates the wiki with clear provenance markers.
Manifested workflow: updates .manifest.json and index/log records to reflect ingestion activity and surface results.
Cross-project synthesis: clusters insights by topic to populate synthesis pages and project concepts.

Quick Start

Instruct the agent to run the OpenClaw history ingest workflow to summarize and surface durable knowledge from MEMORY.md, daily notes, and sessions.

Frequently Asked Questions about openclaw-history-ingest

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I ingest agent history into an Obsidian wiki?▼

To ingest agent history into an Obsidian wiki, the OpenClaw workflow parses MEMORY.md and per-session transcripts into durable knowledge. It uses delta-driven ingestion to extract new artifacts and surface cross-project insights.

How does delta-driven ingestion work for session logs?▼

Delta-driven ingestion works by identifying new or updated artifacts within your session logs and MEMORY.md files, ensuring the wiki ingests only what has changed. This prevents duplicate processing and keeps knowledge synthesis current.

How do I extract durable knowledge from MEMORY.md and daily notes?▼

Extract durable knowledge from MEMORY.md and daily notes through memory-first parsing, which prioritizes core memory files before enriching them with session logs. Extracted content is then clustered by topic for synthesis pages.

Can I redact sensitive data when exporting session transcripts to a wiki?▼

Yes, you can redact sensitive data during wiki ingestion as the workflow applies redaction and provenance tagging. It labels extracted content appropriately and updates the wiki with clear provenance markers to maintain data integrity.

What is the best way to surface cross-project insights from agent history?▼

The best way to surface cross-project insights from agent history is using a manifested ingest workflow that clusters extracted knowledge by topic. This populates synthesis pages and project concepts directly within your Obsidian wiki.