context-efficiency
context-efficiency is a Context window & token budget skill for AI agents, published by edmundmiller in the dotfiles repository on GitHub. Skillspace rates context-efficiency D (62/100) and it passed the safety scan; the rating is based on static analysis only.
Filter data at the source before it enters context. Use when querying APIs, CLIs, or databases where the full output would be large. Prefer structured output + jg when available, or python/tool-native selectors when not. Use jq only when jg cannot express the needed transformation. Trigger phrases: "find the entity for", "get the ID of", "which service handles", "what's the value of", or any time you'd otherwise dump a large dataset to find one thing.
- Grade
- D
- Quality
- 62 / 100
- Safety
- Passed
- GitHub stars
- 74
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.
Our review
- Architecture
- 84 / 100
- Maturity
- Basic: a single SKILL.md
- 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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