understand-until-simple

understand-until-simple is an Agent behaviour & coding discipline skill for AI agents, published by cklxx in the arle repository on GitHub. Skillspace rates understand-until-simple C (73/100) and it passed the safety scan; the rating is based on static analysis only.

Use this skill BEFORE writing code for any task you're tempted to call "hard / tough / complex", any "why is X slow / where's the bottleneck", any "should I optimize Y", any concurrency/perf/kernel/scheduler investigation, or any time you catch yourself hand-waving a root cause. It is the pre-implementation understanding GATE — decompose to the atomic (line/kernel/buffer) level, get MEASURED evidence, let measurement correct your hypotheses, until the problem is SIMPLE and quantified. Only then write code. If it still feels hard, you haven't decomposed enough.

Grade
C
Quality
73 / 100
Safety
Passed
GitHub stars
20

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
98 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

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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