Literature Review

Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.

Review Summarizer

Scrape, analyze, and summarize product reviews from multiple platforms (Amazon, Google, Yelp, TripAdvisor). Extract key insights, sentiment analysis, pros/cons, and recommendations. Use when researching products for arbitrage, creating affiliate content, or making purchasing decisions.

Academic Researcher

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews...

Movie Review

Write film reviews, get recommendations, and manage watchlists with spoiler control. Use when drafting reviews, getting recs, comparing films side by side.

Amazon Review Checker

Amazon review authenticity analyzer. Detect fake reviews, suspicious patterns, and rating manipulation. Includes time clustering detection, content similarit...

Amazon Review Management

Amazon review management and response agent. Write professional responses to negative reviews, analyze review patterns to find product improvements, build co...

Code Mentor

Comprehensive AI programming tutor for all levels. Teaches programming through interactive lessons, code review, debugging guidance, algorithm practice, project mentoring, and design pattern exploration. Use when the user wants to: learn a programming language, debug code, understand algorithms, review their code, learn design patterns, practice data structures, prepare for coding interviews, understand best practices, build projects, or get help with homework. Supports Python and JavaScript.

Critical Code Reviewer

Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers

Skill Reviewer

Review and audit agent skills (SKILL.md files) for quality, correctness, and effectiveness. Use when evaluating a skill before publishing, reviewing someone else's skill, scoring skill quality, identifying defects in skill content, or improving an existing skill.

Use the Content3 Agent API to create short-form videos, manage content libraries, submit reviews for human approval, and draft social media posts.

Content3 API for creating videos, managing content, submitting reviews, and posting to social media.

Cross Model Review

Adversarial plan review using two different AI models. Supports static mode (fixed roles) and alternating mode (models swap writer/reviewer each round, fully...

Peer Review Response Drafter

Assist in drafting professional peer review response letters. Trigger when user mentions "reviewer comments", "response letter", "peer review", "revise and r...

Checker

QA and peer review agent. Reviews output from other agents before delivery. Use when: (1) content from Scribe needs review before posting, (2) research from...

Editorial Review

Comprehensive editorial review for Chinese content before publication. Use when the user asks to 'review my article', 'proofread this', 'check for errors', '...

thesis-literature-review-writer

Write detailed, academically rigorous Chinese literature review chapters or literature review sections for theses, dissertations, and undergraduate papers fr...

Adversary Review

Mandatory adversarial review of all agent outputs. After drafting any response, a second AI instance (sub-agent) reviews and challenges the draft before deli...

krispuckett/skill-issue

--- name: skill-issue description: "Audit and review all installed agent skills. Run on-demand or via cron to get a health report: skill inventory, usage tracking, version checks, dependency health, and actionable recommendations (keep, update, review, remove). Use when asked to review skills, check for skill updates, find unused skills, or audit the skill ecosystem."