GitHub organization
Agent skills by OpenLAIR
- skills
- 35
- repository
- 1
Repositories by OpenLAIR
Skills by OpenLAIR, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Analyzes reviewer comments and drafts venue-specific rebuttals for AI and computer science conferences, with an issue board, task list and paper edit plan. | OpenLAIR/ | 1.2k | — | ~4.9k | Automated safety check: Notes | MIT | 19 days ago |
| 2 | Turns a research paper into a slide deck and, optionally, a narrated demo video, through script, slide generation, text-to-speech and video assembly stages you control. | OpenLAIR/ | 1.2k | — | ~1.5k | Automated safety check: Pass | Unknown | 19 days ago |
| 3 | Clusters the latest news-feed results by topic and writes a briefing of research idea seeds with citations, plus a structured seeds file, without crawling new sources. | OpenLAIR/ | 1.2k | — | ~1.3k | Automated safety check: Notes | Unknown | 19 days ago |
| 4 | Searches Hugging Face Hub, OpenML, GitHub and paper references for datasets that fit a research task and returns a ranked, de-duplicated table. | OpenLAIR/ | 1.2k | — | ~741 | Automated safety check: Pass | Unknown | 19 days ago |
| 5 | Runs multi-source web research through Google's Gemini Deep Research Agent with a bundled Python script and saves a structured, cited report as files. | OpenLAIR/ | 1.2k | — | ~996 | Automated safety check: Pass | MIT | 19 days ago |
| 6 | Six-phase workflow for writing, revising and adapting grant proposals for NSF, NIH, DOE, DARPA, NASA and China's NSFC, from profiling through simulated peer review. | OpenLAIR/ | 1.2k | — | ~9.2k | Automated safety check: Pass | Unknown | 19 days ago |
| 7 | Access Overleaf projects via CLI. An agent skill from OpenLAIR/dr-claw. | OpenLAIR/ | 1.2k | — | ~1.2k | Automated safety check: Pass | Unknown | 19 days ago |
| 8 | Acquires missing code repositories for the selected idea (Phase A) and conducts comprehensive code survey mapping academic concepts to implementations (Phase B). | OpenLAIR/ | 1.2k | — | ~3.1k | Automated safety check: Pass | Unknown | 19 days ago |
| 9 | Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. | OpenLAIR/ | 1.2k | 1 repo | ~2k | Automated safety check: Notes | MIT | 19 days ago |
| 10 | Workflow 3: Full paper writing pipeline. An agent skill from OpenLAIR/dr-claw. | OpenLAIR/ | 1.2k | 1 repo | ~2.6k | Automated safety check: Warn | MIT | 19 days ago |
| 11 | Mandatory pre-flight compute resource check before running experiments. | OpenLAIR/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 19 days ago |
| 12 | 12.Aris Infra ARIS (Auto-claude-code-research-in-sleep) infrastructure setup and configuration. | OpenLAIR/ | 1.2k | — | ~1.4k | Automated safety check: Notes | MIT | 19 days ago |
| 13 | 13.Dr Claw Dr. An agent skill from OpenLAIR/dr-claw. | OpenLAIR/ | 1.2k | — | ~2.4k | Automated safety check: Pass | Unknown | 19 days ago |
| 14 | 14.Ds Write A skill your agent uses when a quest has enough evidence to draft or refine a paper, report, or research summary without inventing missing support. | OpenLAIR/ | 1.2k | — | ~15k | Automated safety check: Pass | MIT | 19 days ago |
| 15 | Generate/edit images with OpenAI gpt-image-2 by default, falling back to Gemini (gemini-3.1-flash-image-preview) when OPENAIAPIKEY is unset. | OpenLAIR/ | 1.2k | — | ~2.4k | Automated safety check: Pass | Unknown | 19 days ago |
| 16 | 16.Ds Decision A skill your agent uses when the quest needs an explicit go, stop, branch, reuse-baseline, write, finalize, reset, or user-decision transition with reasons and evidence. | OpenLAIR/ | 1.2k | — | ~4k | Automated safety check: Pass | MIT | 19 days ago |
| 17 | 17.Ds Finalize A skill your agent uses when the quest is ready to consolidate final claims, limitations, recommendations, summary state, and graph exports before stopping or archiving. | OpenLAIR/ | 1.2k | — | ~3.2k | Automated safety check: Pass | MIT | 19 days ago |
| 18 | A skill your agent uses when a quest does not start from a blank state and the agent must first audit, trust-rank, and reconcile existing baselines, results, drafts, or review materials before… | OpenLAIR/ | 1.2k | — | ~2.6k | Automated safety check: Pass | MIT | 19 days ago |
| 19 | 19.Ds Review A skill your agent uses when a draft, paper, or paper-like report is substantial enough for an independent skeptical audit before finalization, rebuttal, or revision routing. | OpenLAIR/ | 1.2k | — | ~4k | Automated safety check: Pass | MIT | 19 days ago |
| 20 | 20.Ds Scout A skill your agent uses when a quest needs problem framing, literature scouting, dataset or metric clarification, or baseline discovery before deeper work. | OpenLAIR/ | 1.2k | — | ~4.6k | Automated safety check: Pass | MIT | 19 days ago |
| 21 | Guides the user through an interactive conversation to define their research project, then generates researchbrief.json and tasks.json. | OpenLAIR/ | 1.2k | — | ~1.3k | Automated safety check: Pass | Unknown | 19 days ago |
| 22 | A skill your agent uses when a quest needs a polished milestone chart, paper-facing figure, appendix figure, or a mandatory render-inspect-revise pass before treating a figure as final. | OpenLAIR/ | 1.2k | — | ~1.7k | Automated safety check: Pass | MIT | 19 days ago |
| 23 | 23.Autoresearch Autonomous Goal-directed Iteration. An agent skill from OpenLAIR/dr-claw. | OpenLAIR/ | 1.2k | — | ~7.5k | Automated safety check: Pass | MIT | 19 days ago |
| 24 | 24.Drclaw Dr. An agent skill from OpenLAIR/dr-claw. | OpenLAIR/ | 1.2k | — | ~1.1k | Automated safety check: Pass | Unknown | 19 days ago |
| 25 | A skill your agent uses when a quest needs one or more follow-up runs such as ablations, robustness checks, error analysis, or failure analysis after a main experiment. | OpenLAIR/ | 1.2k | — | ~8.2k | Automated safety check: Pass | MIT | 19 days ago |
| 26 | 26.Ds Baseline A skill your agent uses when a quest needs to attach, import, reproduce, repair, verify, compare, or publish a baseline and its metrics. | OpenLAIR/ | 1.2k | — | ~6.9k | Automated safety check: Pass | MIT | 19 days ago |
| 27 | A skill your agent uses when a quest is ready for a concrete implementation pass or a main experiment run tied to a selected idea and an accepted baseline. | OpenLAIR/ | 1.2k | — | ~9.9k | Automated safety check: Pass | MIT | 19 days ago |
| 28 | Full DeepScientist research pipeline: scout → baseline → idea → experiment → analysis → optimize → write → review → finalize. | OpenLAIR/ | 1.2k | — | ~879 | Automated safety check: Pass | MIT | 19 days ago |
| 29 | 29.Ds Idea A skill your agent uses when a quest needs concrete hypotheses, limitation analysis, candidate directions, or a selected idea relative to the active baseline. | OpenLAIR/ | 1.2k | — | ~15k | Automated safety check: Pass | MIT | 19 days ago |
| 30 | 30.Ds Rebuttal A skill your agent uses when a quest already has a paper, draft, or review package and the task is to map reviewer feedback into experiments, manuscript deltas, and a durable rebuttal / revision… | OpenLAIR/ | 1.2k | — | ~5.2k | Automated safety check: Pass | MIT | 19 days ago |
| 31 | Multi-persona idea evaluation with quality gate. An agent skill from OpenLAIR/dr-claw. | OpenLAIR/ | 1.2k | — | ~5.4k | Automated safety check: Pass | Unknown | 19 days ago |
| 32 | Loads the evaluation instance, searches GitHub for related repositories, builds a dataset description, queries the Prepare Agent for reference codebases, and downloads arXiv paper sources. | OpenLAIR/ | 1.2k | — | ~2.9k | Automated safety check: Pass | Unknown | 19 days ago |
| 33 | Apply the 21 prose rules from "The Elements of Agent Style" — 12 canonical rules (Strunk, Orwell, Pinker) plus 9 field-observed AI-output patterns. | OpenLAIR/ | 1.2k | — | ~2.4k | Automated safety check: Pass | CC-BY-4.0 | 19 days ago |
| 34 | Creates implementation plan, writes project code with judge feedback loop, and submits final experiment run. | OpenLAIR/ | 1.2k | — | ~2.3k | Automated safety check: Pass | Unknown | 19 days ago |
| 35 | 35.Ds Optimize A skill your agent uses when an algorithm-first quest should manage candidate briefs, optimization frontier, branch promotion, or fusion-aware search instead of the paper-oriented default loop. | OpenLAIR/ | 1.2k | — | ~14k | Automated safety check: Pass | MIT | 19 days ago |
Questions, answered from the data.
What is the best skill by OpenLAIR?
Academic Rebuttal Drafting from OpenLAIR/dr-claw ranks first of the 35 skills by OpenLAIR listed here, with the highest score: its repository has 1.2k GitHub stars, its SKILL.md loads about 4.9k tokens and it has informational notes only in the automated safety check. Next come Academic Presentation Maker and News to Research Idea Briefing.
Are OpenLAIR's skills official?
None yet. All 35 skills by OpenLAIR listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.