quantumbfs

by Jin-Guo Liu

Scientific research brainstorming partner: survey the literature, find good problems, and shape concrete research ideas together

by QuantumBFS

Track motivation, watch criteria, and decision rules for long-running cluster jobs in a single BABYSIT.md file on the cluster — so monitoring state survives across sessions, machines, and conversation resets.

by Qi Yang

Recover context from Claude Code session transcripts: locate a session by hash/UUID prefix or project path, search ~/.claude/projects JSONL logs for handoff notes, summaries, and next steps, and print an approximate resume command. Ships a dependency-free streaming helper safe for multi-MB transcripts.

by Lei Wang

Extract numeric (x, y) data from a plot/figure image (or a figure inside a PDF) into CSV — a CLI alternative to WebPlotDigitizer. Wraps plotdigitizer, hiding its integer-truncation and pixel-origin footguns, and bundles PDF rendering, color isolation, and overlay verification.

by QuantumBFS

Mine the user's local Claude Code session JSONLs for recurring behavioral feedback — corrections, format/voice edicts, error catches, domain-knowledge injections — and distill each pattern into a CLAUDE.md addition (default), an auto-memory feedback entry, or a SKILL.md draft (rare: only when a true multi-step workflow is detected).

by Lei Wang

Download a video lecture from koushare.com (蔻享学术). The page sits behind a Tencent EdgeOne bot/CAPTCHA wall, but the video is a token-signed Tencent VOD HLS stream (voddrm.token, SimpleAES AES-128) — capture that CDN URL via a real browser and decrypt it with yt-dlp/ffmpeg.

by QuantumBFS

Download academic papers as PDFs given a URL, DOI, title, or arXiv ID. Tries open web → Sci-Hub → arXiv.

by Lei Wang

Edit and audit PowerPoint .pptx decks programmatically: a headless render-and-verify loop (LibreOffice → PDF → PNG) with automatic font substitution, plus fixes for the failure modes that only surface once PowerPoint opens the file — stripped slide-number fallbacks, blipFill without a stretch, aspect-ratio distortion, wrap="none" overflow, and TIFF portability. Also covers inserting native OMML equations, which python-pptx cannot do.

by QuantumBFS

Review a LaTeX research-paper draft against a fixed checklist (notation, figures, citations, structure, equations, style, reproducibility) and insert inline author-comment reminders.

by QuantumBFS

Submit GPU compute jobs to a Slurm cluster: sbatch script generation, GPU type selection, log management.

by Zihang Li

Verify and validate BibTeX references against CrossRef metadata. Finds uncited entries and flags discrepancies in title/author/journal/volume/pages/year.