Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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literature-review
Conduct systematic scientific literature reviews by integrating multi-source searches, iterative analysis, and synthesis into well-structured reports with proper citations.
Use this skill when you need to: synthesize knowledge across multiple research domains, identify research gaps, track the evolution of methodologies, evaluate evidence quality, or write comprehensive literature reviews for academic papers, grant proposals, or research projects.
Key capabilities: multi-database search strategies, iterative query refinement, content analysis and summarization, thematic synthesis, citation management, quality assessment, bias detection, and structured report generation with multiple output formats.
jkitchin/skillz 23
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scientific-reviewer
Comprehensive scientific document review and analysis. Use when Claude needs to review scientific papers, reports, preprints, or other research documents for: (1) Identifying and evaluating claims and supporting evidence, (2) Assessing logical argumentation and experimental design, (3) Reviewing citation adequacy and suggesting additional references, (4) Determining document type and research contribution, (5) Checking technical accuracy and methodology, (6) Providing constructive feedback on presentation and clarity. Also handles language, grammar, and formatting review separately.
jkitchin/skillz 23
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scientific-workflows
Expert assistant for choosing and implementing scientific workflow tools - from simple joblib caching to complex orchestration with Prefect, Parsl, FireWorks, and quacc. Recommends the simplest solution that meets requirements.
jkitchin/skillz 23
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scientific-data-extraction
Extract structured data from scientific literature across multiple formats (PDF, HTML, images, plain text).
Auto-detects scientific domain to recommend specialized tools for chemistry/materials when appropriate.
Use this skill when: extracting numerical data from papers, digitizing graphs/plots, parsing tables from PDFs,
extracting chemical properties or reactions, or converting unstructured scientific text to structured formats.
Key capabilities: format detection and routing, domain-specific extraction (chemistry/materials), multi-method
validation, table extraction, graph digitization, LLM-enhanced extraction with verification, confidence scoring.
jkitchin/skillz 23
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wrangler
Deploy and manage Cloudflare Workers, Pages, KV, R2, D1, and other Cloudflare services using the `wrangler` CLI.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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supabase
Manage Supabase projects, databases, migrations, Edge Functions, and storage using the `supabase` CLI.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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flywheel-discord
Security rules and behavioral guidelines for operating as Clawdstein in The Agent Flywheel Hub Discord server. This is a PUBLIC community server—apply strict data isolation.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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slb
Simultaneous Launch Button - Two-person rule for destructive commands in multi-agent workflows. Risk-tiered classification, command hash binding, 5 execution gates, client-side execution with environment inheritance. Go CLI.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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ghostty
Control Ghostty terminal emulator via CLI. Manage windows, tabs, splits, and configuration.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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gcloud
Google Cloud Platform CLI - manage GCP resources including Compute Engine, Cloud Run, GKE, Cloud Functions, Storage, BigQuery, and more.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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ubs
Ultimate Bug Scanner - Pre-commit static analysis for AI coding workflows. 18 detection categories, 8 languages, 4-layer analysis engine. The AI agent's quality gate.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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ntm
Named Tmux Manager - Multi-agent orchestration for Claude Code, Codex, and Gemini in tiled tmux panes. Visual dashboards, command palette, context rotation, robot mode API, work assignment, safety system. Go CLI.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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agent-fungibility
The philosophy and practical benefits of agent fungibility in multi-agent software development. Why homogeneous, interchangeable agents outperform specialized role-based systems at scale.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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ru
Repo Updater - Multi-repo synchronization with AI-assisted review orchestration. Parallel sync, agent-sweep for dirty repos, ntm integration, git plumbing. 17K LOC Bash CLI.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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cm
CASS Memory System - procedural memory for AI coding agents. Three-layer cognitive architecture with confidence decay, anti-pattern learning, cross-agent knowledge transfer, trauma guard safety system. Bun/TypeScript CLI.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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github
GitHub CLI - manage repositories, issues, pull requests, actions, releases, and more from the command line.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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agent-swarm-workflow
Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV. The execution phase that follows planning and bead creation. Includes exact prompts used.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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agent-mail
MCP Agent Mail - Mail-like coordination layer for multi-agent workflows. Identities, inbox/outbox, file reservations, contact policies, threaded messaging, pre-commit guard, Human Overseer, static exports, disaster recovery. Git+SQLite backed. Python/FastMCP.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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ui-ux-polish
Iterative UI/UX polishing workflow for web applications. The exact prompt and methodology for achieving Stripe-level visual polish through multiple passes.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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bv
Beads Viewer - Graph-aware triage engine for Beads projects. Computes PageRank, betweenness, critical path, and cycles. Use --robot-* flags for AI agents.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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csctf
Chat Shared Conversation To File - Convert ChatGPT, Gemini, Grok, and Claude share links to clean Markdown + HTML transcripts. Preserves code fences with language detection, deterministic filenames, GitHub Pages publishing. Bun-native CLI.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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wezterm
Control WezTerm terminal emulator via CLI. Manage panes, tabs, workspaces, and execute commands in running terminals.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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vercel
Deploy and manage Vercel projects, domains, environment variables, and serverless functions using the `vercel` CLI.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62
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de-slopify
Remove telltale signs of AI-generated 'slop' writing from README files and documentation. Make your docs sound authentically human.
Dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations 62