1,935 skills found · Page 13 of 65
wanshuiyin / meta-optimizeAnalyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026)
wanshuiyin / paper-claim-auditZero-context verification that every number, comparison, and scope claim in the paper matches raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent confirmation bias
wanshuiyin / patent-pipelineFull patent drafting pipeline from invention description to jurisdiction-formatted filing documents. Supports CN (CNIPA), US (USPTO), EP (EPO). Supports invention patents and utility models
wanshuiyin / render-htmlRender an ARIS Markdown / JSON artifact (IDEA_REPORT, AUTO_REVIEW, KILL_ARGUMENT, PAPER_PLAN, research-wiki state, etc.) into a single-file HTML view designed for human reading
wanshuiyin / research-pipelineFull end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF
wanshuiyin / research-refineTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-6-Astra review
wanshuiyin / resubmit-pipelineWorkflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never overwrite prior submissions)
wanshuiyin / slides-polishPer-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly OK' but the user wants a final pass that aligns visual weight with a reference, bumps PPTX fonts to projector-readable s…
wanshuiyin / auto-review-loop-llmAutonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".
wanshuiyin / rebuttalWorkflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds
wanshuiyin / research-reviewGet a deep critical review of research from a selected reviewer (Codex by default, Gemini, Grok, Claude Code, or manual)
wanshuiyin / auto-review-loop-minimaxAutonomous multi-round research review loop using MiniMax API
wanshuiyin / idea-discoveryWorkflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas
wanshuiyin / paper-figureGenerate publication-quality figures and tables from experiment results
wanshuiyin / paper-planGenerate a structured paper outline from review conclusions and experiment results
wanshuiyin / feishu-notifySend notifications to Feishu/Lark. Internal utility used by other skills, or manually via /feishu-notify
wanshuiyin / specification-writingWrite the full patent specification from claims and invention disclosure
wanshuiyin / training-checkPeriodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs
wanshuiyin / ablation-plannerUse when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
wanshuiyin / invention-structuringStructure a raw invention idea into a formal invention disclosure
wanshuiyin / patent-reviewGet an external patent examiner review of a patent application
wanshuiyin / research-refine-pipelineRun an end-to-end workflow that chains `research-refine` and `experiment-plan`
wanshuiyin / idea-creatorGenerate and rank research ideas given a broad direction
wanshuiyin / paper-writeDraft LaTeX paper section by section from an outline
wanshuiyin / auto-review-loopAutonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain available.
wanshuiyin / proof-checkerRigorous mathematical proof verification and fixing workflow. Reads a LaTeX proof, identifies gaps via cross-model review (external reviewer backend, ultra reasoning), fixes each gap with full derivations, re-reviews, and generates an audit report
wanshuiyin / claims-draftingDraft patent claims for an invention
wanshuiyin / novelty-checkVerify research idea novelty against recent literature
wanshuiyin / comm-lit-reviewCommunications-domain literature review with Claude-style knowledge-base-first retrieval
wanshuiyin / auto-paper-improvement-loopAutonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds
