How does AC Context Compactor prevent context overflow?

It monitors context usage levels and triggers a compaction process at 85% capacity, creating a summary that preserves essential state while clearing out unnecessary data.

What kind of information is stored in the compaction summary?

The summary includes completed features, current progress percentages, key architectural decisions, active file contexts, and prioritized next actions.

Can I use this for team handoffs?

Absolutely. The structured JSON output provides a perfect roadmap for another developer or a fresh AI session to understand exactly where the project stands.

Does this skill help reduce API costs?

Yes, by compacting context and removing verbose, redundant information, it helps maintain a leaner context window which can optimize token consumption.

AC Context Compactor

Name: AC Context Compactor
Author: adaptationio

byadaptationio

0•

Productivity & Workflow

Manages and compresses AI context usage to ensure seamless session continuity during long-running development tasks.

AC Context Compactor is a specialized utility designed to solve the challenge of context window limitations during complex coding sessions. It actively monitors the context threshold and automatically generates structured summaries when the window approaches its limit. By extracting key decisions, tracking feature progress, and defining next actions in a compact JSON format, it allows developers to maintain project momentum across multiple sessions without losing critical state information or wasting tokens on redundant data.

Key Features

01Seamless integration with session management and handoff tools

02Structured JSON summary generation for state preservation

03Automated context monitoring with threshold-based triggers

040 GitHub stars

05Strategic compression of verbose logs and metadata

06Critical decision and progress tracking

Use Cases

01Managing extremely long refactoring sessions where context history becomes bloated

02Creating reliable state snapshots for handing off work between different AI agents

03Optimizing token usage and performance during complex multi-file development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add adaptationio/skrillz ac-context-compactor

For use in Claude.ai and ChatGPT

Download Skill