LaunchKit · 2026
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continuity

Asynchronous reflection and memory integration for genuine AI.

1
1.7k downloads
by @riley-coyote

Setup & Installation

openclaw skills install @riley-coyote/continuity

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install continuity

Version History

v1.0.1Feb 5, 2026 - Version note by skill developer:

Initial public release - transforms passive memory into active AI development through asynchronous reflection, structured memory extraction, question generation, and identity evolution.

What This Skill Does

Runs post-session reflection to extract structured memories categorized by type (fact, preference, commitment, relationship, etc.) and assigned confidence scores. Generates follow-up questions from each session and stores them for the next conversation. When the user returns, surfaces relevant questions for a contextually aware session start.

Unlike passive note-taking or raw session logs, it actively integrates memories and generates questions, so the next session opens with genuine continuity rather than performed familiarity.

When to use it

  • Resuming a long-running project after days away without losing context
  • Tracking commitments an agent made across multiple sessions
  • Surfacing unresolved questions at the start of a new conversation
  • Maintaining a persistent self-model for an AI agent over time
  • Auditing what preferences or facts were learned in prior sessions

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User returns after a 2-day break on an ongoing agent infrastructure project

AGENT
  1. 1Heartbeat triggers `continuity reflect` after session idle exceeds threshold
  2. 2Analyzes the previous conversation and extracts typed memories with confidence scores
  3. 3Generates follow-up questions for unresolved threads and stores them to questions.md
  4. 4Updates identity.md with any growth or narrative changes noted in the session
  5. 5Runs `continuity greet` at session start to surface the top pending questions
OUTPUT

Agent opens with: "Welcome back. A few things from last time: How is the Lovable backend progressing? Has the token launch timing been decided?"