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.
★not rated 17
changed 12d agoA
tokens not measured
originalMIT
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.
★not rated 17
changed 8d agoA
tokens not measured
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.
★not rated 17
changed 12d agoA
tokens not measured
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.
★not rated 17
changed 2d agoA
tokens not measured
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.
★not rated 17
changed 14d agoA
tokens not measured
originalMIT
Spawn a remote-control Claude Code instance from inside the current Codex session via detached tmux, and return its /remote-control URL. Use when the user wants to fire off a sibling Claude Code session they can drive in parallel from a browser (e.g. delegate a long task to CC while keeping the current Codex session…
Academic-paper editing for Overleaf-synced LaTeX projects (ML / CS / arxiv submissions). Invoke when the user wants to pull / edit / review / polish a paper section (abstract, intro, method, related work, experiments, conclusion, limitations); apply red-mark feedback wrapped in \textcolor{red}{...}; do bilingual zh/en…
Matplotlib templates for paper / blog / report figures with a Google-brand palette and Palatino body font (matches arxiv mathpazo). Use when the user asks for a chart they will save and paste into a paper, slide deck, or write-up — bar, boxplot, line, scatter variants. Templates ship pre-genericized (Model A/B, Metric…
Pre-submission self-review of your own AI/ML paper Overleaf draft. Takes a project name (resolves to /Documents/docs/project/ /), recursively ingests the LaTeX source, and produces a reviewer-style critique markdown report simulating a top-tier ML venue reviewer (NeurIPS / ICML / ICLR / CVPR). Trigger on…
Default writing standards. Use whenever producing English prose the user will send or publish — emails, message drafts, blog posts, tweets, documentation, grant proposals, and conference/journal paper drafts (NeurIPS, ICML, ICLR, ACL, CVPR, COLM, EMNLP, arxiv). Applies 17 canonical rules everywhere; 18 page-capped…
★not rated 5 5mo agoA141 tokens
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: