context-optimizer
Analyze skill content for optimal placement (Skill vs Passive Context vs Hybrid), compress markdown to pipe-delimited format, and validate compliance against the decision framework. Passive context wins for what the model cannot know (post-cutoff APIs, repo gotchas); pre-trained knowledge belongs in progressive disclosure. Use for "analyze skill placement", "compress markdown", "optimize context", "extract and index", or "audit always-on rules". Do NOT use for gathering knowledge before a task (use context-gather) or for creating or improving a skill (use skillforge).
- License
- MIT
Pinned to revision 6e62f3d0a901, so it is the text this page describes rather than whatever the author pushed since.
Pre-approved tools experimental
Experimental field. Support varies between clients, so this list is what the author declared, not what your client will enforce.
- view
- bash
- glob
Files
- skills/context-optimizer/SKILL.md
- skills/context-optimizer/references/claude-code-productivity-patterns.md
- skills/context-optimizer/references/model-context-doctrine.md
- skills/context-optimizer/references/rule-audit-evidence.md
- skills/context-optimizer/references/rule-audit-instrument.md
- skills/context-optimizer/references/rule-audit-measurement-discipline.md
- skills/context-optimizer/references/rule-audit-parser-forensics.md
- skills/context-optimizer/references/rule-audit-procedure.md
- skills/context-optimizer/references/vibe-engineering.md
- skills/context-optimizer/scripts/analyze_skill_placement.py
- skills/context-optimizer/scripts/compress_markdown_content.py
- skills/context-optimizer/scripts/context_output_checker.py
- skills/context-optimizer/scripts/context_output_cli.py
- skills/context-optimizer/scripts/context_output_index.py
- skills/context-optimizer/scripts/context_output_manifest.py
- skills/context-optimizer/scripts/context_output_parsing.py
- skills/context-optimizer/scripts/context_output_report.py
- skills/context-optimizer/scripts/context_output_storage.py
- skills/context-optimizer/scripts/distill_artifact.py
- skills/context-optimizer/scripts/extract_and_index.py
- skills/context-optimizer/scripts/path_validation.py
- skills/context-optimizer/scripts/test_skill_passive_compliance.py
Every link opens the file at its source, pinned to the revision this page describes.