summarization

Generates session continuity summaries with copy-pasteable initialization prompts for cross-session handoff.

3|Updated Jun 29, 2026
One-click install
npx skills add https://github.com/ruskicoder/system-prompts --skill summarization-ruskicoder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: summarization
Source: https://github.com/ruskicoder/system-prompts/tree/main/prompt-orchestrator/.opencode/skills/summarization
Command: npx skills add https://github.com/ruskicoder/system-prompts --skill summarization-ruskicoder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Long AI-assisted work sessions lose context when they end, forcing users to manually reconstruct decisions, project state, and next steps in a new session. This Skill captures everything before the session closes so work can resume exactly where it left off. ## Core Features & Use Cases - Continuity Summary Generation: Produces a structured summary covering what was discussed, decisions made, current project setup status, and remaining tasks. - Standalone Initialization Prompt: Outputs a ready-to-paste prompt for the next session, including an instruction to perform a full project scan of code, architecture, and configuration files. - Token-Aware Prioritization: When the token budget is critically low, it outputs the most essential information first — initialization prompt, current state, then next steps. - Use Case: You are deep into a multi-hour refactoring session and notice the context window is nearly exhausted. Invoke the summarization workflow to capture all decisions and pending tasks, then paste the generated initialization prompt into a fresh session to continue seamlessly. ## Quick Start Ask the assistant to summarize this session and generate a continuity prompt for the next session before we run out of context.

Frequently Asked Questions about summarization

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

FAQPage Schema
How do I preserve context between AI chat sessions?▼

Trigger the summarization workflow before ending the session. It generates a continuity summary with a standalone initialization prompt you can paste into a new session, including an instruction to scan the project's code, architecture, and configuration files.

What should a session handoff summary include?▼

A handoff summary should include an initialization prompt, everything discussed and agreed upon, the current project setup status, and remaining tasks with next steps in priority order. This structure lets a new session resume exactly where the previous one stopped.

When should I trigger a session summarization workflow?▼

Trigger it when the user requests a wrap-up, when the token budget drops below roughly 10 percent, or when remaining work is estimated to exceed the remaining token budget. Early triggering avoids losing critical decisions and state.

Does the session summary get saved to a file?▼

No. The workflow explicitly renders the continuity summary and initialization prompt as visible response text and does not write it to any disk file. You copy the output directly from the conversation.

What happens if the token budget is almost exhausted during summarization?▼

The workflow prioritizes output order when budget is critically low: the initialization prompt first, then current state, then next steps. This ensures the most essential continuation information is captured before tokens run out.