contextpilot

contextpilot is a Context window & token budget skill for AI agents, published by EfficientContext in the ContextPilot repository on GitHub. Skillspace rates contextpilot B (87/100) and it passed the safety scan; the rating is based on static analysis only.

Optimize document ordering in LLM context for better retrieval performance

Grade
B
Quality
87 / 100
Safety
Passed
GitHub stars
122

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubEfficientContext/ContextPilot

Our review

Architecture
100 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 1 other repositories, in 0 collections
Scope
Vendor-specific: built around one product. Using the ContextPilot proxy product for context reordering

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

More Context window & token budget skills

Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.