By OpenLAIR

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/dr-claw

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/dr-claw

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/dr-claw

Searches Hugging Face Hub, OpenML, GitHub and paper references for datasets that fit a research task and returns a ranked, de-duplicated table.

OpenLAIR/dr-claw

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/dr-claw

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/dr-claw

Access Overleaf projects via CLI. An agent skill from OpenLAIR/dr-claw.

OpenLAIR/dr-claw

Acquires missing code repositories for the selected idea (Phase A) and conducts comprehensive code survey mapping academic concepts to implementations (Phase B).

OpenLAIR/dr-claw

Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API.

OpenLAIR/dr-claw

Workflow 3: Full paper writing pipeline. An agent skill from OpenLAIR/dr-claw.

OpenLAIR/dr-claw

Mandatory pre-flight compute resource check before running experiments.

OpenLAIR/dr-claw

ARIS (Auto-claude-code-research-in-sleep) infrastructure setup and configuration.

OpenLAIR/dr-claw

Dr. An agent skill from OpenLAIR/dr-claw.

OpenLAIR/dr-claw

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/dr-claw

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/dr-claw

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/dr-claw

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/dr-claw

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/dr-claw

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/dr-claw

A skill your agent uses when a quest needs problem framing, literature scouting, dataset or metric clarification, or baseline discovery before deeper work.

OpenLAIR/dr-claw

Guides the user through an interactive conversation to define their research project, then generates researchbrief.json and tasks.json.

OpenLAIR/dr-claw

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/dr-claw

Autonomous Goal-directed Iteration. An agent skill from OpenLAIR/dr-claw.

OpenLAIR/dr-claw

Dr. An agent skill from OpenLAIR/dr-claw.

OpenLAIR/dr-claw

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/dr-claw

A skill your agent uses when a quest needs to attach, import, reproduce, repair, verify, compare, or publish a baseline and its metrics.

OpenLAIR/dr-claw

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/dr-claw

Full DeepScientist research pipeline: scout → baseline → idea → experiment → analysis → optimize → write → review → finalize.

OpenLAIR/dr-claw

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/dr-claw

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/dr-claw

Multi-persona idea evaluation with quality gate. An agent skill from OpenLAIR/dr-claw.

OpenLAIR/dr-claw

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/dr-claw

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/dr-claw

Creates implementation plan, writes project code with judge feedback loop, and submits final experiment run.

OpenLAIR/dr-claw

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/dr-claw