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SkillsMP 已收集 punitarani/workbench 中的 8 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 8 / 8 个已收集 Skill。
Use when reading eval rollouts, trial logs, or trajectories to work out why a model scored below ceiling - covers what a zero actually means, DNF handling, sample size, and certifying a miss as a model failure rather than a task defect. Load before recording…
原文语言：英语
Use when generating a simulated workplace, institution, or multi-agent history that tasks will be graded against - covers determinism, the offstage boundary, coherence gates, artifact realism, and fidelity measurement. Load before writing any world generator.
原文语言：英语
Use when adding tests or gates that protect an eval suite's correctness - oracle independence, reachability, coherence, degeneracy, rule-phrasing, grading guards. Also covers falsifying a gate and auditing your own measurement tooling. Load before trusting…
原文语言：英语
Use when an eval task scores at ceiling or out of its target band and you need to move it - covers which difficulty levers are measured to do nothing, the coverage-versus-rule distinction, and which levers are forbidden. Load before changing a task to change…
原文语言：英语
Use when building or fixing an RL environment, eval task, or agent benchmark - the entry point that routes to world-building, task-authoring, gating, rollout analysis, and difficulty iteration. Enforces the rule that only a model failure may ship.
原文语言：英语
Use when writing an eval task instruction, oracle, or grader over a simulated world - covers the brief, declaring the rule kind, structural floors, deliverable shape, and bounding the work. Load before writing instruction.md or a solver.
原文语言：英语
Use when you are about to write an eval task, oracle, grader, or register against a generated world - the measure-first protocol that checks whether the pattern a task depends on actually exists, is evenly spread over time, is reachable by the agent through a…
原文语言：英语
Use when running, supervising, resuming, or babysitting a long generative simulation or recording that takes hours to days - covers supervisor design, the resume-not-restart rule, what may and may not change while a run is live, and accepting on the artifact…
原文语言：英语