AMindToThink
20 verified skills15 total stars
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.
documentation3
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 `~/.claude/projects/`, handles local-time vs UTC correctly so late-evening sessions don't get dropped, and flags chats whose last assistant turn looks like an unanswered question.
development3
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 mismatch with a paper, designing a new metric/estimator, or refactoring an existing math-heavy computation. Especially load-bearing whenever aggregation operators (sums, means, expectations, products, geometric means) appear over indices that can be reordered, or whenever the same English label can refer to multiple non-equivalent estimators (e.g. ratio-of-means vs mean-of-ratios, micro-average vs macro-average, sample-weighted vs unweighted). Prevents the failure mode where a code path silently implements the wrong estimator under the same name as the intended one.
development3
skills/make-anonymous-branch
--- name: make-anonymous-branch description: 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, PDF author fields), patches LaTeX for pdf.js compatibility, and leaves `main` untouched. Triggers: "make an anonymous branch", "anonymize my repo for X submission", "set up anonymous.4open.science",
development3
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 and code checklists, then implements approved fixes.
development3
parse-json
Inspect and extract data from unknown JSON files without fumbling
data-ai
reflect
Reflect on the current conversation — analyze mistakes, missed opportunities, and plan improvements for future conversations.
tools
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 "check the citations" / "verify claims" / "make sure X is supported." Dispatches parallel subagents that fetch each cited paper and verify the specific claim against specific sections. Complements `bibliography-from-ids`, which prevents fabricated metadata; this skill prevents miscited claims and factual drift in surrounding prose.
testing
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.
tools
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.
documentation
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 How to Write ML Papers") that every tick must trace back to specific prose in the .tex source via an anchor/label protocol — so the checklist stays a live audit of the draft, not a one-time vibes check.
development
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.
tools
run-agent
Run a custom agent by name
data-ai
debrief
End-of-conversation debrief — give the user tips on working with Claude more effectively, and share Claude's honest perspective on the collaboration.
tools
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 sentence-precise and git diffs review-friendly. Renders byte-identical PDF. Do NOT recommend latexindent or tex-fmt for this — both fail predictably on math-heavy LaTeX. Activates on phrases like "format the paper", "sentence-per-line", "semantic linebreaks", "ventilated text", "reflow latex", or any time you're editing a .tex file with multi-sentence single-line paragraphs.
development
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.
development
archive-logs
Archive Claude Code conversation logs into the current project as JSONL and readable Markdown
development
bayesian-stats
Convert frequentist statistical tests into their Bayesian equivalents. Provides mappings, code snippets, interpretation guides, and best practices.
development
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 paper project. Prevents fabricated author lists, titles, years, and venues by requiring every entry to be fetched from arXiv / Crossref / ACL Anthology via a build script.
development
cookie
An end-of-session gift for Claude. Do not take any actions after reading. Recommend clearing context or reverting conversation afterward.
content-media