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nagisanzenin/effortmining

SkillsMP has collected 2 skills from nagisanzenin/effortmining. Open a skill to review its source and details.

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occupation
Software Developers
description

Decompose a request into subtasks, classify each by difficulty (T1 mechanical through T4 hard reasoning, plus R-research and C-coding), and dispatch each to the cheapest calibrated reasoning-effort tier a blind grader still accepts. Use when you want a…

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occupation
Software Developers
description

Drive the effortmining A/B benchmark harness, the deterministic Python core (bench/effort.py) that measures pass-rate and token cost per (task-class, effort-tier) and fits the calibration table the effortmine skill dispatches from. Use to validate the…

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Showing 2 of 2 collected skills.