arxiv-paper-writer
Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations.
Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations.
Manage swamp model data — list data artifacts, view version history, delete expired versions, and run garbage collection. Use when working with swamp model data lifecycle, retention policies, or version cleanup. Triggers on "swamp data", "model data", "data list", "data get", "data versions", "garbage collection", "gc", "data gc", "data retention", "data lifecycle", "version history", "data cleanup", "prune data", "expire data", "ephemeral data".
Run an independent peer review via codex. Use when the user asks to "peer review", "peer review my code", "peer review my plan", "peer review my spec", "peer review my prompt plan", "get a second opinion", or "independent review".
Evaluate, fix, answer, and reply to GitHub pull request review comments. Handles both change requests (fix or skip) and reviewer questions (explain using reasoning recalled from past Claude Code transcripts). Use when the user asks to "resolve PR comments", "fix review comments", "address PR feedback", "handle review comments", "address review feedback", "respond to PR comments", "answer review questions", or "address code review".
Full code review: launches `/review-test-coverage`, `/review-correctness`, `/review-security`, `/review-quality`, `/review-api-usage`, and `/peer-review` in parallel and returns combined findings. Use when the user asks to "review my code", "full code review", "review my changes", or wants a comprehensive code review.
Conduct legal research and risk analysis using GoodLegal MCP tools. Use this skill whenever the user asks a legal question, wants to research case law or legislation, needs a legal risk assessment, or asks about French or EU law. Trigger on any mention of jurisprudence, legal research, contract risk, regulatory analysis, legal memo, or references to GoodLegal tools — even if the user just says something like "can you look into whether this clause is enforceable" or "what does the case law say about X".
Learn and extract writing style patterns from exemplar text for consistent
Detect and flag AI-generated content markers in documentation and prose.
Format professional references properly and prepare reference materials
Format CVs for academic positions with publications, grants, and teaching
Format final review deliverables with consistent structure for comparable findings across reviews
Reusable scaffolding for review workflows with context establishment, evidence capture, and structured output.
Select optimal information sources for tool calls and file reads, balancing accuracy with token efficiency.
Curate and expand the awesome-autoresearch repository. Use when adding new autoresearch cases, collecting discussion evidence from X/Reddit/HN/blogs, promoting discussion items into main categories, refreshing README counts, or running periodic evidence sweeps.
Process external resources into stored knowledge with quality evaluation, curation routing, and application decisions.
Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading materials, (4) create study notes or learning summaries, (5) compare multiple sources, (6) transform knowledge into practical applications, or (7) apply specific thinking frameworks. Triggered by phrases like 'analyze this article,' 'help me understand,' 'deep dive into,' 'extract insights from,' 'use [framework name],' or when users provide URLs/long-form content for analysis.
Aggregates and summarizes the latest AI news from multiple sources including AI news websites and web search. Provides concise news briefs with direct links to original articles. Activates when user asks for 'today's AI news', 'AI updates', 'latest AI developments', or mentions wanting a 'daily AI briefing'.
Geospatial query capabilities — geocoding, nearby search, routing, place details, elevation. Trigger when the user mentions locations, addresses, coordinates, navigation, "what's nearby", "how to get there", distance/duration, or any question that inherently involves geographic information — even if they don't explicitly say "map". Update when new tools are added or tool parameters change.
Add evaluation, telemetry, and guardrails to ADK-Rust systems as one quality loop. Use when hardening agent behavior before production release.
SERP analysis techniques for intent classification, feature identification, and competitive intelligence. Use when analyzing search results for content strategy.