semantic-anchor-translator

semantic-anchor-translator is a Prompt design & optimisation skill for AI agents, published by LLM-Coding in the Semantic-Anchors repository on GitHub. Skillspace rates semantic-anchor-translator B (80/100) and it passed the safety scan; the rating is based on static analysis only.

Bi-directional translator between verbose descriptions and established terminology (semantic anchors). Use when (1) user describes a concept verbosely and you want to identify the precise term, or (2) user asks for methodology/approach and you want to suggest relevant anchors. Covers 120+ terms across testing, architecture, design principles, problem-solving, requirements, documentation, communication, development workflow, statistical methods, strategic planning, and creative writing.

Grade
B
Quality
80 / 100
Safety
Passed
GitHub stars
430

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.

Our review

Architecture
99 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
No issues found
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections
Scope
Portable: works in any project. General terminology translator across common engineering concepts

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

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