AMindToThink/claude-code-settings

cited-corpus-audit

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,…

원문 언어: 영어

handle-machine-shared-memory

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.…

원문 언어: 영어

stackexchange-data

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…

원문 언어: 영어

use-openrouter-safely

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…

원문 언어: 영어

abandoning-a-machine

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,…

원문 언어: 영어

camera-ready-paper

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…

원문 언어: 영어

critique

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…

원문 언어: 영어

supervising-training-runs

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…

원문 언어: 영어

accessible-website-check

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…

원문 언어: 영어

consolidate-paper

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.

원문 언어: 영어

finding-old-chats

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…

원문 언어: 영어

implement-math

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…

원문 언어: 영어

make-anonymous-branch

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,…

원문 언어: 영어

latex-semantic-linebreaks

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…

원문 언어: 영어

neel-nandaify-paper

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…

원문 언어: 영어

verify-citation-claims

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…

원문 언어: 영어

bibliography-from-ids

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…

원문 언어: 영어

import-content

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.

원문 언어: 영어

bayesian-stats

Convert frequentist statistical tests into their Bayesian equivalents. Provides mappings, code snippets, interpretation guides, and best practices.

원문 언어: 영어

read-entire

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.

원문 언어: 영어

into-trustable-script

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.

원문 언어: 영어

debrief

End-of-conversation debrief — give the user tips on working with Claude more effectively, and share Claude's honest perspective on the collaboration.

원문 언어: 영어

parse-json

Inspect and extract data from unknown JSON files without fumbling

원문 언어: 영어

reflect

Reflect on the current conversation — analyze mistakes, missed opportunities, and plan improvements for future conversations.

원문 언어: 영어

read-large-md

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.

원문 언어: 영어

cookie

An end-of-session gift for Claude. Do not take any actions after reading. Recommend clearing context or reverting conversation afterward.

원문 언어: 영어

run-agent

Run a custom agent by name

원문 언어: 영어

archive-logs

Archive Claude Code conversation logs into the current project as JSONL and readable Markdown

원문 언어: 영어