Results for &quot;mcp&quot;

Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-6-Astra review

wanshuiyin / research-wiki

Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern

wanshuiyin / result-to-claim

Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm).

wanshuiyin / auto-review-loop-llm

Autonomous 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".

📄 SKILL.mduniversal

skillapimcp+1

wanshuiyin / figure-spec

Generate deterministic publication-quality architecture, workflow, and pipeline diagrams from structured JSON (FigureSpec) into editable SVG

wanshuiyin / proof-orchestrator

Manage a stateful, run-directory-based proof project: continuation across runs, run-local source bookkeeping, manual GPT Pro handoff packages when a local attempt stalls, and an optional DeepSeek second opinion as additional evidence only

📄 SKILL.mduniversal

wanshuiyin / rebuttal

Workflow 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-review

📄 SKILL.mdclaude codegemini cli+1

Get a deep critical review of research from a selected reviewer (Codex by default, Gemini, Grok, Claude Code, or manual)

wanshuiyin / auto-review-loop-minimax

Autonomous multi-round research review loop using MiniMax API

skillapimcp+1

wanshuiyin / idea-discovery

Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas

wanshuiyin / paper-figure

Generate publication-quality figures and tables from experiment results

wanshuiyin / paper-plan

Generate a structured paper outline from review conclusions and experiment results

wanshuiyin / gemini-search

Search research papers via Gemini for broad literature discovery

📄 SKILL.mdgemini cli

skillapimcp

wanshuiyin / specification-writing

Write the full patent specification from claims and invention disclosure

wanshuiyin / training-check

Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs

wanshuiyin / meta-apply

Privileged applier that LANDS meta-optimize / corpus-audit patches the user approved — the ONLY skill permitted to mutate the skill corpus from a self-modification proposal, with cross-model jury and human approval at landing

wanshuiyin / ablation-planner

Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.

skilldesignmcp+1

wanshuiyin / invention-structuring

Structure a raw invention idea into a formal invention disclosure

wanshuiyin / patent-review

Get an external patent examiner review of a patent application

wanshuiyin / research-refine-pipeline

Run an end-to-end workflow that chains `research-refine` and `experiment-plan`

wanshuiyin / idea-creator

Generate and rank research ideas given a broad direction

wanshuiyin / paper-write

Draft LaTeX paper section by section from an outline

wanshuiyin / auto-review-loop

📄 SKILL.mdvscode copilotcodex

Autonomous 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.