Integrity forensics for research papers, and the reviewer discipline for writing up what it finds. /anti-autoresearch builds a span-anchored evidence ledger, fans out 11 auditors (consistency, citation, baseline, experiment, eval design, proof / derivation, presentation, AI-style impressions, adversarial.
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changed 12d agoA
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Publication-prep tools for academic and public-facing writing. Three skills: style (17 canonical English-prose rules, 19 page-cap additions, 2 audit-time rules), preflight (deterministic pre-submission checks on a LaTeX tree), and plot (one matplotlib style for posts and papers after Epoch AI's charts: Instrument Sans.
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changed 8d agoA
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originalMIT
Monitoring doctrine for pretraining runs, distilled from Chunyuan Deng's "Reading a Pretraining Run" (2026): the nine first-screen signals, a 39-row metric table with cadence and priority (P0 every step, P1 every 100 steps, P2 on demand), the formulas, the cross-rank reduction rules, a robust spike detector, the fixed.
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changed 12d agoA
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originalMIT
Talks and videos. talk-slides builds, revises and audits talk decks as claude.ai Slides artifacts, with the author's rules for slides and script, layout builders, a lint and a render audit; video makes a short explainer video from a page's own animations and data, with the author's design rules and a frame sink.
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changed 2d agoA
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originalMIT
Diagnose a PyTorch job on one node and make it faster without changing what it computes: profile, propose a fix with a measured number behind it, or run a whole campaign that measures, gates on correctness and hands back a branch.
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changed 14d agoA
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originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: