Siyu Chen
Community@AlexenderSokolov
我们怎么办，只有自己知道！
Agent Skills by Siyu Chen
Showing 36 vetted skills indexed across 1 GitHub repositories.
AlexenderSokolovds-lite-scout
Investigates research questions, baselines, metrics, and feasibility before route selection.
AlexenderSokolovds-lite-review
Reviews experiment evidence packs for integrity, reproducibility, and claim readiness before analysis.
AlexenderSokolovds-lite-idea
Compares research idea candidates and selects the smallest discriminating experiment.
AlexenderSokolovds-lite-intake
Initializes durable project goals, constraints, and handoff files for research sessions.
AlexenderSokolovds-lite
Routes bounded research and engineering actions while preserving project continuity across sessions.
AlexenderSokolovds-lite-coordinate
Plans and collects approval-gated delegation of up to three bounded research subtasks.
AlexenderSokolovds-lite-iterate
Executes one bounded research iteration with receipts, graph updates, and a terminal report.
AlexenderSokolovds-lite-analysis-write
Converts reviewed research evidence into bounded claims, analyses, and paper sections.
AlexenderSokolovds-lite-experiment
Define, run, and package reproducible research experiments with evidence manifests.
AlexenderSokolovds-lite-empirical
Specify, execute, and audit bounded empirical research tasks with evidence-backed results.
AlexenderSokolovds-lite-engineering
Specify, run, and audit bounded engineering analyses with explicit units, sampling, and FFT validation.
AlexenderSokolovds-lite-control-plane
Orchestrates durable multi-gate research workflows with DBOS recovery and write-once receipts.
AlexenderSokolovnature-experiment-log
Converts experiment images, voice transcripts, and notes into structured Obsidian Markdown logs.
AlexenderSokolovnature-proposal-writer
Drafts and revises research proposals through evidence-first foundation files and four-gate QA.
AlexenderSokolovnature-paper-to-patent
Convert research papers and technical materials into evidence-grounded Chinese invention patent drafts.
AlexenderSokolovnature-statistics
Audit and rewrite statistical reporting text for Nature-style journal manuscripts.
AlexenderSokolovnature-reviewer
Generates three Nature-style reviewer reports and a cross-review synthesis from manuscript materials.
AlexenderSokolovnature-paper2ppt
Convert scientific papers into Chinese PowerPoint decks with figure extraction and quality audits.
AlexenderSokolovnature-citation
Segments manuscript text and finds Nature, Science, and Cell family citation candidates via Crossref.
AlexenderSokolovnature-downloader
Downloads academic full text via publisher APIs, open access, CNKI, and institutional browser sessions.
AlexenderSokolovnature-data
Draft and audit Nature-style Data Availability statements, repository plans, and FAIR metadata checklists.
AlexenderSokolovnature-response
Draft and audit point-by-point reviewer response letters and revision cover letters.
AlexenderSokolovnature-writing
Drafts Nature-style manuscript sections and initial-submission packages from author-provided claims and results.
AlexenderSokolovnature-reader
Convert papers from PDF, DOI, arXiv, or HTML into bilingual source-anchored Markdown readers.
Frequently Asked Questions About Siyu Chen
FAQPage SchemaWhat tasks can I accomplish with Siyu Chen's skill collection?▼
You can run bounded research experiments with baselines and stop conditions, verify references field-by-field against multiple sources, draft Nature-style manuscripts and rebuttals, audit statistics, build submission-grade figures in matplotlib or ggplot2, download lawful full text via CNKI or OA routes, and convert papers into Chinese patent drafts or PPTX decks.
Who is the target audience for these ds-lite and nature skills?▼
The skills target academic researchers, graduate students, and R&D engineers preparing Nature-family or high-impact journal submissions, especially Chinese-speaking authors needing bilingual paper readers, publication-ready English polishing, statistical reporting audits, and cross-session research project continuity with recoverable artifacts.
What are the runtime prerequisites and dependencies?▼
nature-downloader requires Node.js 22+ and Python 3, with CNKI and institutional routes needing an authenticated Chrome session with remote debugging. ds-lite-engineering runs in Python, MATLAB, or Octave but never assumes installation. nature-experiment-log pairs with Feishu CLI or manual input, and academic-search uses MCP connections to PubMed, CrossRef, arXiv, Scopus, and ScienceDirect.
Are these skills open source and what do they cost?▼
Skills with declared frontmatter, including academic-humanizer, blader-humanizer, and researchwrite, carry the MIT license and are free to use and modify. Other skills in the manifest do not state explicit licensing, so users should check individual repository folders before redistribution or commercial deployment.
How do the ds-lite skills manage long-running research projects?▼
ds-lite skills enforce bounded single actions per session: intake captures goals and acceptance criteria, iterate advances one action while updating Mission Board state, review independently checks evidence integrity and reproducibility, and coordinate delegates subtasks only after explicit approval with disjoint path ownership and parent-owned integration.