context-window-stewardship
CommunityProtect context budgets and prevent context rot.
Authorfratilanico
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Context window management is critical in long AI sessions; without disciplined loading, context rot and token budget overflow degrade performance. This skill provides a structured approach to loading and isolating information to maximize reasoning with limited context.
Core Features & Use Cases
- 3-stage loading hierarchy to balance immediacy, relevance, and on-demand depth.
- Stage 1: keep essential triggers in SKILL.md to decide whether to load a skill.
- Stage 2: load the full SKILL.md body on trigger for task-aligned context.
- Stage 3: fetch references, scripts, and assets on demand for specialized workflows.
- Use Case: long-running agent sessions with multiple subagents requiring isolated contexts to prevent cross-talk.
Quick Start
Implement the 3-stage loading hierarchy: keep Stage 1 in SKILL.md, load Stage 2 on task match, and fetch Stage 3 resources from references/scripts/assets as needed.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: context-window-stewardship Download link: https://github.com/fratilanico/apex-os-bad-boy/archive/main.zip#context-window-stewardship Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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