Code Review
Automated code review and analysis
deepfake-detection
by dirnbauer
Multimodal media authentication and deepfake forensics. PRNU analysis, IGH classification, DQ detection, semantic forensics, and LLM-augmented sensemaking for the post-empirical era. Use when working with deepfake, media forensics, fake detection, synthetic media, prnu, image authentication, video verification, disinformation.
cli-tools
by dirnbauer
CLI tool management and auto-installation. Use when commands fail with 'command not found', installing tools, or checking project environments.
asyncreview
by AsyncFuncAI
AI-powered GitHub PR/Issue reviews with agentic codebase access. Use when the user needs to review pull requests, analyze code changes, ask questions about PRs, or get AI feedback on GitHub issues.
verify
by agenticnotetaking
Combined verification — recite (description quality via cold-read prediction) + validate (schema compliance) + review (health checks). Use as a quality gate after creating notes or as periodic maintenance. Triggers on "/verify", "/verify [note]", "verify note quality", "check note health".
help
by agenticnotetaking
Contextual guidance and command discovery. Three modes — narrative (first-time), contextual (mid-task), compact (quick reference). Shows available commands, active skills, and intelligent suggestions based on vault state. Triggers on "/help", "what can I do", "show commands", "how does this work".
audit-ui
by mblode
Audits web UI quality across accessibility, interaction, forms, typography, navigation, layout, performance, motion, and microcopy. Use when reviewing or refining frontend UI before merge or release, or when the user asks for a UI, UX, or accessibility audit.
paper-assembly
by lingzhi227
Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writing → review), support checkpointing and resumption. Use for assembling a complete paper from components.
study-guide
by mblode
Generates study guides from source materials with quiz questions, essay prompts, and glossaries. Produces ten short-answer questions with an answer key, five essay-format questions, and a comprehensive glossary of key terms. Use when creating a study guide, generating quiz questions, reviewing reading material, preparing for an exam, or asking "create a study guide."
reflect
by iliaal
Session retrospective and skill audit. Use when "/reflect", "session review", "retrospective", "what went wrong", "lessons learned", "what should we remember", or "what can we improve".
postgresql
by iliaal
PostgreSQL schema design, query optimization, indexing, and administration. Use when writing schemas, queries, migrations, or mentions PostgreSQL, Postgres, JSONB, partitioning, RLS, CTEs, window functions, EXPLAIN ANALYZE, or connection pooling.
gh
by knoopx
Interacts with GitHub repositories, issues, pull requests, releases, and gists using the gh CLI. Use when managing GitHub resources, searching code/repos, creating PRs/issues, or making API requests.
debug
by parcadei
Debug issues by investigating logs, database state, and git history
self-reflect
by knoopx
Reflects on the current session to identify failures, inefficiencies, and improvement opportunities. Use at session end to extract learnings.
Judge
by simota
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Grove
by simota
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quiz
by mblode
Generates interactive codebase quizzes to test understanding of architecture, patterns, and implementation details. Configurable by card count (fewer, standard, more) and difficulty (easy, medium, hard). Use when asked to quiz me, test my knowledge, create flashcards, generate codebase questions, or run a code quiz.
writer
by rileyhilliard
Writing style and tone guide for human-sounding content. Use when writing documentation, READMEs, commit messages, PR descriptions, blog posts, or any user-facing content.
preflight-checks
by rileyhilliard
Detect and run project linters, formatters, and type checkers before committing or claiming completion. Auto-detects tools from project config files.
managing-pipelines
by rileyhilliard
Guides CI/CD pipeline architecture, security hardening, and deployment strategies for GitHub Actions. Use when designing workflows, securing supply chains, optimizing build performance, configuring deployments, managing infrastructure as code pipelines, or setting up pipeline observability.
brand-name-generator
by shipshitdev
Generate creative brand names, company names, product names, or startup names. Includes naming strategies, brandability scoring, and domain availability checking.
business-operator
by shipshitdev
Use this skill when users manage multiple businesses, need help prioritizing across ventures, want a business health check, or ask "which business should I focus on." Activates for multi-business orchestration, portfolio management, and cross-venture resource allocation.
ai-dev-loop
by shipshitdev
Orchestrate autonomous AI development with task-based workflow and QA gates
competitive-intelligence-analyst
by shipshitdev
Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning. Activates for "what are competitors doing," market analysis, or differentiation strategy.
copywriter
by shipshitdev
Brand voice guardian and conversion-focused copywriter, specializing in direct, no-fluff copy that adapts to project's brand voice