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total-recall - Autonomous cross-session memory for OpenClaw

Observes session transcripts, compresses conversations into prioritized notes, consolidates large logs, and recovers missed session context.

Tags

Updated: 2026-09-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Observe session transcripts
  • Compress conversations into notes
  • Prioritize recorded observations
  • Consolidate large memory logs
  • Recover missed session context
  • Watch session activity reactively

Inputs

  • Session JSONL transcripts
  • OpenRouter API key
  • LLM provider configuration
  • OpenClaw workspace path
  • Session directory path

Outputs

  • memory/observations.md
  • Observation backups
  • Observer and reflector logs
  • Session recovery logs
  • Cron job configuration
  • Reactive watcher service

Requirements

  • OpenClaw environment
  • bash-compatible shell
  • jq and curl binaries
  • OpenAI-compatible chat API
  • LLM API key
  • inotify-tools on Linux watcher

Source

  • Spec: SKILL.md

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agent memory
conversation compression
session recovery
OpenClaw
LLM observer
cross-session recall
Observe session transcripts
Compress conversations into notes
Prioritize recorded observations
Consolidate large memory logs
Session JSONL transcripts
OpenRouter API key
LLM provider configuration
memory/observations.md
Observation backups
Observer and reflector logs