context-audit

context-audit is a Context window & token budget skill for AI agents, published by mifunedev in the openharness repository on GitHub. Skillspace rates context-audit D (68/100) and it passed the safety scan; the rating is based on static analysis only.

Score the default-loaded context budget across 4 dimensions and emit KEEP/TRIM/DEMOTE/CUT verdicts per file. Optional Tier-2 ablation harness removes a target file, runs a fixed probe suite, and measures behavior degradation — the only provably safe gate for cutting load-bearing content. TRIGGER when: asked to audit context window, check default context load, "what's in my context", evaluate rules for signal vs noise, or before/after any change to .oh/context/ or CLAUDE.md.

Grade
D
Quality
68 / 100
Safety
Passed
GitHub stars
24

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

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

View source on GitHubmifunedev/openharness

Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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