ml research skills

75 tagged ml research, measured the same way as everything else here.

Browse within: ai-research 58autonomous-agent 58machine-learning 17

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Autonomously improve a generated paper via GPT-5.6-Sol 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.

16k +43 6d ago A 69 tokens original MIT

auto-review-loop

02

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

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. Implements fixes and re-reviews until a policy-approved positive assessment or…

16k +43 6d ago A 65 tokens original MIT

proof-checker

03

wanshuiyin/Auto-claude-code-research-in-sleep

Skill Claude CodeCodex

Rigorous 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. Use when user says "检查证明", "verify proof", "proof check", "审证明"…

16k +43 6d ago A 87 tokens original MIT

brainstorming

04

pengzhangzhi/superpowers-ml

Skill Claude CodeCodex

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

8 8d ago A 37 tokens original MIT

ml-feedback-ladder

05

pengzhangzhi/superpowers-ml

Skill Claude CodeCodex

Use when planning how to verify an ML experiment cheaply before expensive runs - design the R0-R7 ladder from local sanity checks to full study, with promotion/stop criteria.

8 8d ago A 40 tokens original MIT

writing-plans

06

pengzhangzhi/superpowers-ml

Skill Claude CodeCodex

Use when you have a spec or requirements for a multi-step task, before touching code.

8 8d ago A 21 tokens original MIT