AI-Human-Research-OS

Maintain an OKF paper wiki under `paper-wiki/` or another user-named wiki root, including optional Chinese mirror notes under `papers_zh/`. Use when asked to add arXiv or research-paper URLs, capture non-paper sources such as blog posts, docs, or talks, update or translate paper notes, maintain paper/topic/concept/source indexes, automatically create or update topic summary pages for important new themes, maintain concept entity pages for methods, datasets, benchmarks, metrics, terms, or tools, link papers to research projects, normalize paper metadata, track reading status, compare papers, generate required `viz.html` visualizations, or validate the paper wiki.

Generate ONE reviewer-defensible, implementable research idea with a concrete method and falsification plan from a stated research direction. Use when the user asks for a research idea, novelty analysis, bottleneck diagnosis, or paper-shape suggestion. Skip code review, debugging, and unconstrained brainstorming without research context.

Search papers across arXiv, DBLP, OpenAlex, OpenReview, Semantic Scholar, and Crossref for a given query and year range, using ./scripts/search_papers.py. Use when the user asks to find papers, related work, prior art, or recent publications on a specific topic, especially when they mention a date range or specific venues like NeurIPS, ICLR, or ICML.

Search for scientific papers, preprints, and publications on arXiv. Extract metadata, abstracts, and download full-text PDFs or HTML versions of papers. Use when the user asks to find research papers, literature, or specific arXiv IDs.

Maintain or resume repository-root HANDOFF.md for cross-session work. Use when recording a task arc that may span sessions, preparing its next-session handoff, or continuing and verifying an earlier arc.

Install, update, sync back, list, inspect, or remove skills between this repository's Research-skills-hub and both Codex (.agents/skills) and Claude Code (.claude/skills). Use when the user wants Codex or Claude Code to use a hub skill, promote edits from an installed skill back to the hub, sync installed skills across both agent directories, check which research skills are installed, or manage Research-skills-hub collections.

Ask which skill or flow fits your situation. A router over the skills in this repo.

Registers a newly added skill into a Research-skills-hub collection by updating that collection's index.md and README.md. Handles two collections: collected-skills/ (external skills — needs a source URL and optional license) and open-paper-skills/ (skills the repo owner authored — provenance is Original or Adapted, no external URL required). Use whenever: a new SKILL.md has been dropped into research-skills-hub/collected-skills/ or research-skills-hub/open-paper-skills/; the user says they added a new skill (with or without a source URL); the user asks to update a collection's index or README. Always invoke when the user adds a skill to either collection — even if the request is phrased as 'update the index' or 'register this skill'.

Shared Python package for Science Skills, currently containing http_client -- a unified HTTP client with rate limiting, retries, and exponential backoff. Not a standalone agent skill. Do not invoke directly.