loop-design-check

loop-design-check is an Execution & autonomous loops skill for AI agents, published by affaan-m in the ECC repository on GitHub. Skillspace rates loop-design-check D (64/100) and it passed the safety scan; a judge model has also reviewed it, and it has been tested head-to-head on real tasks.

Design a goal-oriented agent loop, and review it for the ways loops go wrong — spinning and burning tokens, Goodhart-gaming the verifier, or running a wrong answer to completion. Two actions: (1) WRITE a loop — gate whether to build it, define a machine-decidable goal, pick the loop type, pick a skeleton; (2) REVIEW a loop — run it past five failure modes plus decidability, boundaries, fallback, judge independence, and keep-judgment-with-the-human red lines. Use when designing an autonomous agent loop, or when you already have one and worry it will spin, cheat, or run a wrong answer to the end. Complements the mechanism-layer loop skills (autonomous-loops, continuous-agent-loop) by covering the judgment layer they don't. 中文触发：写 loop、设计 loop、做一个 loop、检查 loop 对不对、loop 体检、loop 会不会跑飞、可判定目标、五个崩法、plan build judge。English triggers: design an agent loop, write a loop, check a loop, loop review, prevent a runaway loop, goal-oriented loop, decidable goal, plan/build/judge.

Grade

D

Quality

64 / 100

Safety

Passed

GitHub stars

230,097

Won 3 of 6 blind task comparisons against the category's other leading skill, a deliberately weak skill and a no-skill baseline. Placed #1 of 6 in the judged category final for Execution & autonomous loops.

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

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