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SkillsMP ha recopilado 90 skills de SamyakJhaveri/loam. Abre una skill para revisar su origen y sus detalles.
SamyakJhaveri/loamMostrando 10 de 90 skills recopiladas.
Adversarial research interrogation before launching an eval or making a published claim. Use before /overnight-eval, before adding a claim to a paper, or when a reviewer-style stress test is needed. 4 waves: basics, clarifications, deep probes, assessment.…
Idioma del texto original: inglés
Code review checklist for parallel code correctness in CUDA, OpenMP, and OpenCL. Use when reviewing LLM-generated parallel code translations, when auditing benchmark source code for correctness issues, when writing the paper's 'common failure modes' section,…
Idioma del texto original: inglés
Structured hypothesis tree manager for multi-step research investigations. Use when investigating "why X fails" questions that branch into sub-hypotheses, or when you need to track falsifiable claims with linked evidence and timestamps. Subcommands — add,…
Idioma del texto original: inglés
Hypothesis-first interpretation of eval results. Use after an eval batch completes, after /post-eval populates analyses, or when preparing paper narrative from result JSONs. Phase 1 requires a prior hypothesis (prevents post-hoc rationalization); Phase 2…
Idioma del texto original: inglés
Long-running evaluation campaign with tmux isolation. Use when running any eval batch exceeding ~30 minutes, canonical benchmark runs, or when the user will be away during execution. Pre-flight verification, tmux launch, monitoring, post-flight analysis. NOT…
Idioma del texto original: inglés
Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent confirmation bias. Use when user says "审查论文数据", "check paper claims", "verify…
Idioma del texto original: inglés
Simulate a NeurIPS/SC/ICSE-style peer review with 5 reviewer personas (HPC, ML, Stats, Reproducibility, Devil's Advocate). Use before paper submission, after major methodology changes, or when stress-testing a draft against expected objections. Each reviewer…
Idioma del texto original: inglés
Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.
Idioma del texto original: inglés
Post-batch analysis pipeline that runs after an eval batch completes. Use after /eval-run or /overnight-eval finishes. Verifies results, runs analysis scripts, refreshes dashboard, writes summary. Does NOT launch new eval runs.
Idioma del texto original: inglés
Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says "rebuttal", "reply to reviewers", "ICML rebuttal",…
Idioma del texto original: inglés