Catalog›Agent skills›Government & public data›scientific-thinkingSTscientific-thinkingagents365-ai/365-skills · skills.sh Open site Project Open in the app JSON README (API)Skill publicada por agents365-ai/365-skills no skills.sh. Instale com: npx skills add agents365-ai/365-skills@scientific-thinkingREADMELoading documentation…# 365 Skills [](https://github.com/Agents365-ai/365-skills/stargazers) [](https://github.com/Agents365-ai/365-skills/network/members) [](https://github.com/Agents365-ai/365-skills/commits/main) [](https://skillsmp.com) [](https://github.com/Agents365-ai/365-skills) [](https://agentskills.io) Production-grade skills for AI coding agents by [Agents365-ai](https://github.com/Agents365-ai). Agent-agnostic, works with Claude Code, Cursor, Copilot, OpenClaw & more. English | [中文](https://github.com/agents365-ai/365-skills/blob/HEAD/README_CN.md) ## Install ```bash # Agent-agnostic — any agent (Claude Code, Cursor, Copilot, etc.) npx skills add Agents365-ai/365-skills -g # Claude Code plugin marketplace (optional) /plugin marketplace add Agents365-ai/365-skills ``` Install a single plugin (Claude Code): `/plugin install <plugin-name>`, e.g. `/plugin install mermaid`. ## Available plugins ### Development & CLI design | Plugin | Description | | --- | --- | | `agent-native-design` | CLI design for AI agents — evaluate, design, and refactor CLIs to serve humans, agents, and orchestration systems simultaneously | | `pi-durable-dev-rules` | Pi Durable developer reference — build applications and tools on the durable agent harness (`@earendil-works/pi-durable`): storage backends and restart recovery, TypeBox tools with structured output and nested calls, durable tasks with checkpoints and ownership, subagents and child tasks, documents and migrations, code mode, per-conversation environments, hook guards, compaction, and the normative Pico5 specification. Includes the `pi-ai` model layer and 19 recipes from the package's 32 examples | | `pi-plugin-cc` | Drive the Pi coding agent from Claude Code — model-agnostic delegation and code review. `/pi:review` with structured findings, `/pi:adversarial-review`, `/pi:rescue`, `/pi:parallel-rescue`, racing/fallback across providers, incremental review | | `tmux` | Run, drive, and monitor terminal programs from a coding agent: detached sessions at a fixed size, `send-keys` input injection, `capture-pane` polling with a race-free sentinel, format inspection, four completion-detection strategies, and the pitfalls that break naive tmux scripts | ### Drawing & diagrams | Plugin | Description | | --- | --- | | `mermaid` | Mermaid diagrams — text-based, GitHub-native, auto-layout | | `excalidraw` | Excalidraw — hand-drawn whiteboard style | | `plantuml` | PlantUML — UML, C4, sequence, class diagrams | | `tldraw` | Tldraw — infinite canvas, sketch-style | ### Scientific research | Plugin | Description | | --- | --- | | `semanticscholar` | Semantic Scholar — academic paper search, citation graph, recommendations, BibTeX export | | `paper-fetch` | Paper PDF downloader by DOI / title — 7-source fallback (Unpaywall, S2, arXiv, PMC, bioRxiv, publisher, Sci-Hub) with batch mode and idempotent retries | | `scholar-deep-research` | End-to-end literature review pipeline — 8-phase script-driven workflow, 7 federated sources (OpenAlex, arXiv, Crossref, PubMed, DBLP, bioRxiv, Exa), cross-source dedup, dual-backend citation chasing, parallel deep-read fan-out, mandatory self-critique, cited reports across 5 archetypes | | `asta` | Ai2 Asta MCP — Semantic Scholar academic graph over MCP (no Python). Intent-to-tool routing, safe `fields` defaults, citation traversal, snippet evidence retrieval, and DOI/arXiv/PMID via `externalIds` | | `journal-abbrev` | Journal name abbreviation lookup — ISO 4 + MEDLINE, multi-source cascade (JabRef → AbbrevISO → NLM), BibTeX rewrite with `--idempotency-key`, atomic cache rebuild, agent-native JSON envelope with stable error codes and dry-run | | `journal-if` | Journal impact factor (JCR IF) lookup — find a journal's IF by name, compare IF across journals, and rank publication venue quality, backed by a bundled `journals_if.csv` dataset | | `target-prioritization` | Multi-source drug-target due-diligence — turn a ranked gene list (e.g. scRNA-seq DE output) into a per-gene dossier across UniProt, OpenTargets, and PubMed, plus a local cross-lineage DE scan, then re-rank by a configurable composite score (cross-lineage convergence + druggability + disease genetics + tractability + novelty). Disease-agnostic | | `figshare` | Figshare v2 REST API — search public datasets/articles, batch-download files by ID/DOI/URL, and create, update, publish, or multi-part-upload to your own articles (large-file 3-step upload flow) | | `zenodo` | Zenodo REST API — deposit, publish, version, and search research artifacts (datasets, software, papers) with a citable DOI; sandbox-first, bucket-API uploads, full metadata reference and end-to-end shell examples | | `scientific-thinking-general` | Structured scientific reasoning meta-skill — separates fact / evidence / hypothesis, ranks competing explanations by support, calibrates conclusion language to evidence strength, and defines interpretation boundaries | | `grant-thinking-general` | Grant proposal reasoning meta-skill — reviewer-aware logic, fundability framing (significance, innovation, feasibility), scope control, and section-by-section diagnosis before any NSFC/NIH-style proposal is written | | `grant-thinking-cn-biology` | Chinese NSFC-focused biology grant reasoning — mechanism-centered scientific questions, reviewer-aware logic, innovation discipline, feasibility and scope control across funding levels (youth / general / key) | | `scientific-thinking-biology` | Biology-specific adaptation of scientific-thinking-general — marker vs driver, experimental-system validity, an 8-level biological evidence hierarchy, alternative-explanation and confound checks (composition, batch, redundancy), and system-aware conclusion language | ### Knowledge & notes | Plugin | Description | | --- | --- | | `obsidian-organizer` | Keep a large Obsidian vault tidy — file new notes into the best-fit folder and audit/reorganize existing structure, driven by a single source-of-truth map note (`00_Index/Folder_Map.md`) inside the vault. Link-safe by design (moves go through the `obsidian` CLI so wikilinks auto-repair), propose-then-confirm for bulk changes | | `zotero-dev-rules` | Zotero developer reference — Web API v3 (read/write, file upload, syncing, streaming, OAuth), the desktop client's internal JavaScript API, plugin development (Zotero 7–10), translators, and CSL citation styles | | `obsidian-dev-rules` | Obsidian developer reference — packaging of docs.obsidian.md for building/reviewing TypeScript plugins (Plugin lifecycle, Vault/Editor APIs, events, modals, views, CodeMirror 6) and CSS themes, plus community submission policies | ### Media & creative | Plugin | Description | | --- | --- | | `ttscn` | Multi-platform Chinese TTS text-to-speech — 14 backends (Edge/Doubao/CosyVoice/Qwen/StepFun/Zhipu/Azure/Tencent/Baidu/MiniMax/Xunfei/ElevenLabs/OpenAI/Google), agent-native CLI with JSON envelope, schema introspection, voice cloning, SSML, emotion, dialects, filterable HTML comparison page | | `imagencn` | AI image generation via Alibaba Bailian, ByteDance Volcano Ark & Tencent Hunyuan — 23 models, Chinese text excellence, rich terminal UI, smart config | | `videogencn` | AI video clip generation with Chinese video models — text-to-video, image-to-video, first/last-frame and reference-to-video across Bailian (Wan/PixVerse/Kling/Vidu), Jimeng (doubao-seedance), MiniMax (Hailuo), Hunyuan | | `assetseeker` | Search free commercial-use creative assets — photos, illustrations, icons, video footage, music, sound effects, and fonts across Pexels, Unsplash, Pixabay, Iconify, Freesound, Google Fonts and more | | `bangumi-frames` | Bilibili anime frame & character organizer — download a bangumi/UP video (or local file), extract scene-change keyframes, split scenery vs character crops, cluster by CCIP identity or pull one character via a reference folder; optional OCR+LaMa subtitle/watermark removal | | `yt2bb` | Repurpose YouTube videos for Bilibili — download via yt-dlp, transcribe with whisper, generate bilingual (English-Chinese) SRT subtitles, hardcode them with ffmpeg | ## Development Plugins here are edited in place: change the files under `plugins/<name>/`, bump that plugin's `version` in `.claude-plugin/marketplace.json`, and commit both together. Their original source repos are private or frozen, so this marketplace is the only distribution channel for them. Two public skills are deliberately **not** distributed from here; they live in their own repos and are installed from there: - [Agents365-ai/drawio-skill](https://github.com/Agents365-ai/drawio-skill): `npx skills add Agents365-ai/drawio-skill -g` - [Agents365-ai/video-podcast-maker](https://github.com/Agents365-ai/video-podcast-maker): `npx skills add Agents365-ai/video-podcast-maker/skills/video-podcast-maker -g` ## Support If this skill set is helpful, consider supporting the author: <table> <tr> <td align="center"> <img src="https://raw.githubusercontent.com/Agents365-ai/images_payment/main/qrcode/wechat-pay.png" width="180" alt="WeChat Pay"> <br> <b>WeChat Pay</b> </td> <td align="center"> <img src="https://raw.githubusercontent.com/Agents365-ai/images_payment/main/qrcode/alipay.png" width="180" alt="Alipay"> <br> <b>Alipay</b> </td> <td align="center"> <img src="https://raw.githubusercontent.com/Agents365-ai/images_payment/main/qrcode/buymeacoffee.png" width="180" alt="Buy Me a Coffee"> <br> <b>Buy Me a Coffee</b> </td> <td align="center"> <img src="https://raw.githubusercontent.com/Agents365-ai/images_payment/main/awarding/award.gif" width="180" alt="Tip"> <br> <b>Tip</b> </td> </tr> </table> ## Author **Agents365-ai** - Bilibili: <https://space.bilibili.com/441831884> - GitHub: <https://github.com/Agents365-ai> DetailsTypeAgent skillsTopicGovernment & public dataPublisheragents365-aiSourceskillsshCategoryToolsStars95Copies (forks)15Last update2026-10-16T02:09:24ZProject statusActiveLanguagePythonAdded2026-10-07 05:23:03Updated2026-10-07 05:23:03Source idagents365-ai/365-skills/scientific-thinkingMoreMore agent skills on Government & public dataAll from agents365-aiA–Z index
