227 tagged autonomous research, measured the same way as everything else here.
Browse within: ai-scientist 112autoresearch 65ai-for-science 62auto-research 59llm-agents 50Autonomous Agents 46automated-science 46citation-verification 34multi-agent-debate 34openclaw 34paper-generation 34ai-research 31agent-harness 29agentic-systems 16
Skill Claude CodeCodex
Run Flux Balance Analysis (FBA) and related constraint-based simulations using COBRApy. Covers standard FBA, parsimonious FBA (pFBA), Flux Variability Analysis (FVA), loopless FBA, gene/reaction knockouts, and carbon source swapping. Outputs flux distributions and CSV files.
Skill Claude CodeCodex
Analyse FBA flux distributions to extract biological insights. Covers gene essentiality, phenotypic phase planes, flux sampling, pathway-level aggregation, secretion product prediction, and production of publication- quality figures.
Skill Claude CodeCodex
Reference qiskit 2.x patterns for variational quantum machine learning. Covers data-encoding feature maps, variational quantum classifier (VQC) training, variational quantum eigensolver (VQE) for chemistry, matrix-product-state circuits, and noise model integration. Use when writing Python code that imports qiskit…
Orchestra-Research/AI-Research-SKILLs
Skill Claude CodeCodex
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports…
Skill Claude CodeCodexCursor
Run focused literature and web research from a grounded note. Use when a grounded note already exists and you want targeted research results, opened-link evidence, deeper per-paper analysis materials, optional downloaded literature, and a two-stage literature output (litinitial.md then refined lit.md).
Skill Claude CodeCodexCursor
Review a research report draft with a structured scoring rubric, run a bounded repair loop when needed, and produce the final deliverable report.
Skill Claude CodeCodexCursor
Run the full One-Report pipeline from one input file through grounding, research, evidence-rich report drafting, final review quality-gating, and export, while reusing existing skills, preserving current contracts, and enforcing strict downstream skill fidelity for every grounded unit.
Sibyl-Research-Team/AutoResearch-SibylSystem
Skill Claude CodeCodex
A skill that asks OpenAI Codex to review work as an independent third party. It adds a separate AI perspective to an existing review.
Sibyl-Research-Team/AutoResearch-SibylSystem
Skill Claude CodeCodex
A writing agent that uses OpenAI Codex, an AI coding and reasoning assistant, to write academic papers. The description does not specify which paper sections or formats it supports.
Sibyl-Research-Team/AutoResearch-SibylSystem
Skill Claude CodeCodex
A research-data assistant that synchronises data with Feishu cloud storage, an online workspace used to store and share files and information.
Skill Claude CodeCodex
Use when operating a labrat lab with Codex: checking health, choosing the next phase prompt, supervising runtime cycles, auditing candidates, synthesizing recent evaluations, or writing checkpoint notes.
Skill Claude CodeCodex
Autonomously improve a generated paper via GPT-5.4 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.
Skill Claude CodeCodex
Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says "write grant", "grant proposal", "申請書", "write…
Skill Claude CodeCodex
Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Claude-supervised iterative refinement loop. Use when user says "生成图表", "画架构图", "AI绘图", "paper illustration", "generate diagram", or needs visual figures for papers.
Skill Claude CodeCodex
Research-mindset catalog distilled from ARIS skills, for subagent Read on demand.
Skill Claude CodeCodex
This skill should be used when the user asks to "search for papers", "get paper info", "download LaTeX source", "generate BibTeX citation", "find citing papers", or provides an arXiv ID or arXiv URL.
Skill Claude CodeCodex
Research-persona catalog distilled from Sibyl prompts, for subagent Read on demand. 与 ARIS 互补 — ARIS 按阶段组织, Sibyl 按人格视角组织.
Skill Claude CodeCodex
Build any goal-declared agent end to end. Turns one declared goal into a portable, self-hardening, publishable agent repo on the Claude-Code harness. Declare goal, pick runtime/tools and write policies/hooks/safeguards, scaffold a portable repo (config-over-code split), build, run a fresh no-memory adversarial…
Skill Claude CodeCodex
Produce structured acquisition due-diligence findings from deal inputs and a private data room. Triggers on "run diligence", "due diligence on", "diligence deck", "DD findings", "acquisition analysis", "data room", "ingest data room", "/diligence".
Skill Claude CodeCodex
Productize an open-source model into a hosted inference endpoint the researcher (or their agent) can call. Picks the right hardware, the right serving stack (vLLM / Triton / TEI / BentoML), wraps it in an OpenAI-compatible gateway (LiteLLM) with per-tenant auth, exposes it as an MCP tool in chat, and runs a quality +…
primeline-ai/claude-adaptive-research
Skill Claude CodeCodex
Autonomous personalized research loop. Use when the user wants to research a topic autonomously, run a research loop, start adaptive research, or use presets like technique-scout or cross-domain. Triggers on: 'auto run', 'research loop', 'autonomous research', 'run research', 'start research', 'adaptive research'.
Skill Claude CodeCodex
Design experiment variants for a hypothesis — write patches, import the plan for validation, and get it approved. Use after a baseline exists, when the user wants to plan or implement experiments.
Skill Claude CodeCodex
Ship a validated experiment — clean local branch reconstructed from the baseline, engineering report, and optional draft PR. Use when the user wants the winning change as a branch, a report, or a PR.
Skill Claude CodeCodex
Start or resume a ResearchForge project — explore a research idea or improve a repository with benchmarked experiments. Use when the user wants to begin research, set up ResearchForge, or asks "where was I?" in an existing project.