AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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peparhugo Skill Daily Meeting UpdateWave 5 migration placeholder for `softaworks-agent-toolkit/daily-meeting-update` imported from antigravity-awesome-skills manifest.
- peparhugo Skill Requirements Clarity
Wave 5 migration placeholder for `softaworks-agent-toolkit/requirements-clarity` imported from antigravity-awesome-skills manifest.
- peparhugo Bundle Game Changing Features
Wave 5 migration placeholder for `softaworks-agent-toolkit/game-changing-features` imported from antigravity-awesome-skills manifest.
- peparhugo Skill Crafting Effective Readmes
Wave 5 migration placeholder for `softaworks-agent-toolkit/crafting-effective-readmes` imported from antigravity-awesome-skills manifest.
- peparhugo Skill Professional Communication
Wave 5 migration placeholder for `softaworks-agent-toolkit/professional-communication` imported from antigravity-awesome-skills manifest.
- peparhugo Skill Writing Clearly And Concisely
Wave 5 migration placeholder for `softaworks-agent-toolkit/writing-clearly-and-concisely` imported from antigravity-awesome-skills manifest.
- peparhugo Skill Difficult Workplace Conversations 2
Wave 5 migration placeholder for `softaworks-agent-toolkit/difficult-workplace-conversations` imported from antigravity-awesome-skills manifest.
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coralshades Skill Bmad Agent Bmm Pmpm agent
- coralshades Skill Bmad Agent Bmm QA
qa agent
- coralshades Skill Bmad Agent Bmm Dev
dev agent
- coralshades Skill Bmad Agent Tea Tea
tea agent
- coralshades Skill Bmad Agent Bmad Master
bmad-master agent
- coralshades Skill Bmad Agent Bmm Analyst
analyst agent
- coralshades Skill Bmad Agent Bmm Architect
architect agent
- coralshades Skill Bmad Agent Bmm Tech Writer
tech-writer agent
- coralshades Skill Bmad Agent Bmm UX Designer
ux-designer agent
- coralshades Skill Bmad Agent Bmm Quick Flow Solo Dev
quick-flow-solo-dev agent
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inspirai-store Skill Init 3立项 - 从想法创建项目，自动在相关 Agent 的 Discord 频道创建 Thread 并下发初始任务。Triggers: '立项', '创建项目', '新项目', 'create project', 'init project', '开个项目', '组个项目组'
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jdutton Bundle Sample PluginA sample plugin used as a fixture for the plugin-dev cross-walk integration test. Long enough to clear minimum description thresholds.
- jdutton Skill Syn MCP Postgres
Answers questions about the application database by querying it through the Postgres MCP tool. Use when the user asks about rows or tables in the app database.
- jdutton Skill Portable Skill
A portable skill used as a compat-detector regression fixture. Uses no shell, no browser auth, and no external CLIs.
- jdutton Skill Tool A
A tool that uses a bundled CLI
- jdutton Skill Tool A 2
A tool that uses a bundled CLI
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tibsfox Bundle Mail AsyncDurable asynchronous messaging channel for inter-agent communication. Implements write-once read-many filesystem mail using atomic writes and directory-based mailboxes.
- tibsfox Bundle Nudge Sync
Synchronous immediate signaling channel for inter-agent communication. Implements latest-wins single-file nudge pattern for health checks, stall detection, and urgent pings.
- tibsfox Bundle Beads State
Git-friendly, crash-recoverable state persistence for the Gastown orchestration chipset. Manages agent identities, work items, hooks, convoys, and merge requests as JSON files with atomic write operations.
- tibsfox Bundle Hook Persistence
Pull-based work assignment channel implementing GUPP (Get Up and Push Protocol). Manages single-active-work-item hooks per agent with filesystem persistence and atomic state transitions.
- tibsfox Skill Fleet Mission
Parallel agent fleet dispatch with progress tracking and result aggregation. Launch N agents, monitor completion, merge results. Proven at 7-agent scale.
- tibsfox Bundle Witness Observer
PMU observation pattern for agent health monitoring. Runs patrol loops, detects stalled agents, sends nudges, and escalates persistent failures to the mayor. Never modifies agent work or resolves conflicts.
- tibsfox Bundle Mayor Coordinator
Northbridge coordination pattern for multi-agent orchestration. Creates convoys, dispatches work via sling, monitors progress, and handles escalations. Never executes work directly.
- tibsfox Skill Issue Triage Pr Review
Issue triage and PR review — scans issues, triages, fixes, submits PRs, then adversarially reviews all open PRs. Parallel agent dispatch with worktree isolation.
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fdu-ins Bundle Claims AppealsClaims Appeals agent for healthcare workflows.
- fdu-ins Bundle Pre Trip Checker
Pre-Trip Checker (Agent 7)
- fdu-ins Skill Texas Total Loss Content Agent
Generate informative and engaging blog posts, FAQs, and articles about Texas Total Loss topics.
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argentaios Skill Oracle 2Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
- argentaios Skill Mcporter 2
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include daily-meeting-update, requirements-clarity, game-changing-features. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.