openclaw-history-ingest

Ingest OpenClaw workspace memory and session transcripts into an Obsidian wiki.

4|Updated May 9, 2026
One-click install
npx skills add https://github.com/itsmarsss/memento --skill openclaw-history-ingest-itsmarsss
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: openclaw-history-ingest
Source: https://github.com/itsmarsss/memento/tree/main/obsidian-wiki/.cursor/skills/openclaw-history-ingest
Command: npx skills add https://github.com/itsmarsss/memento --skill openclaw-history-ingest-itsmarsss

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It turns noisy OpenClaw session transcripts and evolving workspace memory into organized, durable Obsidian wiki knowledge without manual copy-paste.

Core Features & Use Cases

  • Manifest-aware ingestion: Supports Append mode to ingest only new or modified sources and Full mode to rebuild everything.
  • High-signal parsing & clustering: Prioritizes workspace/MEMORY.md, summarizes daily notes and sessions safely, and groups outputs by stable topics instead of creating one page per file.
  • Wiki routing with provenance: Updates or creates pages across projects, concepts, skills, entities, and synthesis while marking extracted vs inferred vs ambiguous provenance.

Quick Start

Run the skill with a request like: process my OpenClaw history and add my sessions to the wiki in my Obsidian vault.

Frequently Asked Questions about openclaw-history-ingest

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

FAQPage Schema
How do I sync OpenClaw session transcripts into an Obsidian wiki?

You can ingest OpenClaw session transcripts into an Obsidian wiki by running a manifest-aware process that parses JSONL sessions and workspace memory, generating consolidated wiki pages. It supports incremental syncing and full rebuilds.

What is manifest-based delta detection for knowledge distillation?

Manifest-based delta detection is a mechanism that tracks changes to source files like daily notes and sessions.json, allowing incremental knowledge distillation. It ensures only new or modified content is processed during wiki ingestion.

How do I consolidate workspace memory and daily notes without manual copy-paste?

You can consolidate workspace memory and daily notes by running an automated ingestion process that parses MEMORY.md and markdown files, applies topic clustering, and routes the extracted knowledge into structured wiki pages.

Does the wiki ingestion process support privacy-preserving summarization?

Yes, the ingestion process applies privacy-preserving summarization with redaction to session transcripts and daily notes. This ensures sensitive information is scrubbed before content is clustered and routed into your Obsidian wiki.

Can I rebuild my entire Obsidian wiki from OpenClaw history?

Yes, you can perform a full rebuild of your Obsidian wiki from OpenClaw history using Full mode. This processes all available workspace memory, daily notes, and JSONL sessions to recreate your entire wiki structure.

How are extracted topics organized when ingesting session history?

Extracted topics are organized through stable topic clustering, grouping related content by subject instead of creating one page per source file. The system routes outputs across projects, concepts, skills, and entities while updating index and hot files.