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SkillsMP 已收集 AMindToThink/claude-code-settings 中的 28 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 28 / 28 个已收集 Skill。
Use when fanning out subagents over a corpus (pages, traces, logs, documents) to produce findings that must cite evidence — links, quotes, ids, line numbers. Packages the integrity discipline that keeps agent citations real - freeze the corpus locally,…
原文语言：英语
Use when a shared multi-user Linux box keeps freezing or going unresponsive from out-of-memory (OOM) events, when one user's process is eating all the RAM, or when someone needs to cap memory so the machine stays usable without starving legitimate work.…
原文语言：英语
Use when fetching or analyzing StackOverflow / Stack Exchange content (questions, answers, comments, vote scores) for a dataset, audit, or research pipeline. Direct page access is blocked from Matthew's machines (WebFetch refuses the domain; curl gets…
原文语言：英语
Use when writing, reviewing, or auditing code that calls OpenRouter (or a similar multi-provider router like Requesty / Vercel AI Gateway / a LiteLLM proxy) to produce RESEARCH results — evals, LLM-as-judge scoring, agent rollouts, benchmark numbers, or…
原文语言：英语
Use when someone is about to lose access to a machine (shared server, lab box, cloud/VM instance, expiring rental) and needs to preserve all their work before it's gone. Systematically finds everything that exists ONLY on that machine — unpushed commits,…
原文语言：英语
Use when preparing a paper's camera-ready or arXiv release — de-anonymizing an accepted submission, packaging an arXiv tarball, checking dual-submission safety against a concurrent venue (e.g. a paper accepted at a workshop that's also under review at…
原文语言：英语
Spin up one or more fresh-context subagents to critically evaluate a proposed theory, hypothesis, interpretation, or experimental design before committing to it. Use when the user says "have an agent critique this" / "get a second opinion on" / "is this…
原文语言：英语
Use when launching a multi-hour neural-network training, fine-tune, or other long GPU job autonomously from Claude Code and you need to catch failures (NaN, stuck-at-chance, dead process, throughput collapse, OOM) early instead of waking up to a wasted GPU…
原文语言：英语
Use when the user asks to check, audit, or improve a website or web project for accessibility (a11y), WCAG compliance, screen reader support, keyboard navigation, color contrast, or alt text. Triggers a plan-mode investigation against the TeachAccess design…
原文语言：英语
Consolidate scattered research notes, logs, experiment outputs, and submodule docs into a single living research paper. Use when the user wants to pull together multiple source documents into one structured paper.
原文语言：英语
Use when the user asks to review, find, summarize, or check Claude Code chat transcripts from a past date or time range ("review my chats from May 1st", "what was I working on yesterday", "any unfinished sessions this week"). Reads transcripts under…
原文语言：英语
Translate math (formulas, estimators, algorithms) into code so the implementation faithfully matches what the source actually specifies. Use when writing code from a formula, reviewing an LLM-generated implementation of a formula, debugging a numerical…
原文语言：英语
Use when preparing a research repo for double-blind submission via anonymous.4open.science (ICML/NeurIPS/ICLR/workshop). Builds a single `anon-submission` branch with code+data+paper, scrubs identity leaks (author names, home paths, emails, wandb metadata,…
原文语言：英语
Use when editing LaTeX paper sources where prose paragraphs are written as long single lines, OR when starting a new LaTeX paper. Reflows .tex prose to one-sentence-per-line ("ventilated text" / "semantic linebreaks") so Edit() invocations are…
原文语言：英语
Use when starting a new ML/AI paper, polishing a draft, or running a pre-submission audit and you want item-by-item rigor against established writing best practices. Sets up a per-paper Markdown checklist (based on Neel Nanda's "Highly Opinionated Advice on…
原文语言：英语
Audit whether a paper's prose actually matches the content of its cited references. Use before submitting / publishing a paper, after substantial prose revisions, when adding a new citation, when reviewing someone else's paper, or any time a user asks to…
原文语言：英语
Set up script-generated bibliography entries so citation metadata is never hand-typed. Use when writing or editing a paper's bibliography / references / related-work, adding a citation, verifying an existing bibliography's correctness, or setting up a new…
原文语言：英语
Set up script-generated content that documents import directly. Use when adding tables, figures, or numeric results to papers or reports. Prevents manual transcription errors.
原文语言：英语
Convert frequentist statistical tests into their Bayesian equivalents. Provides mappings, code snippets, interpretation guides, and best practices.
原文语言：英语
Read the entirety of one or more files without skipping or chunking. Use when the user wants you to read complete files and not summarize or truncate.
原文语言：英语
Convert a command that needed permission approval into a standalone script (Python or Bash) with hardcoded operations and parameterized inputs, then add it to the allowlist so future invocations run without prompting.
原文语言：英语
End-of-conversation debrief — give the user tips on working with Claude more effectively, and share Claude's honest perspective on the collaboration.
原文语言：英语
Inspect and extract data from unknown JSON files without fumbling
原文语言：英语
Reflect on the current conversation — analyze mistakes, missed opportunities, and plan improvements for future conversations.
原文语言：英语
Read markdown files that are too large for the Read tool due to embedded base64 images. Use when Read fails with "exceeds maximum allowed size" on a .md file.
原文语言：英语
An end-of-session gift for Claude. Do not take any actions after reading. Recommend clearing context or reverting conversation afterward.
原文语言：英语
Run a custom agent by name
原文语言：英语
Archive Claude Code conversation logs into the current project as JSONL and readable Markdown
原文语言：英语