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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Crank

Fully autonomous epic execution. Runs until ALL children are CLOSED. Level 1 uses /swarm (Task tool). Level 2 uses /spawn + Agent Mail for cross-session orchestration with Chiron help routing. NO human prompts, NO stopping. Use when this capability is needed.

Sep 17
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13c0e3

Gay MCP skill at invocation 26 Use when this capability is needed.

Sep 17
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19d57d

Gay MCP skill at invocation 5 Use when this capability is needed.

Sep 17
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1ea91a

Gay MCP skill at invocation 27 Use when this capability is needed.

Sep 17
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1eab21

Gay MCP skill at invocation 3 Use when this capability is needed.

Sep 17
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1eb40f

Gay MCP skill at invocation 12 Use when this capability is needed.

Sep 17
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21e1b8

Gay MCP skill at invocation 14 Use when this capability is needed.

Sep 17
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482ba7

Gay MCP skill at invocation 16 Use when this capability is needed.

Sep 17
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6ac6db

Gay MCP skill at invocation 15 Use when this capability is needed.

Sep 17
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6fcbf2

Gay MCP skill at invocation 11 Use when this capability is needed.

Sep 17
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6fd271

Gay MCP skill at invocation 17 Use when this capability is needed.

Sep 17
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6feab7

Gay MCP skill at invocation 25 Use when this capability is needed.

Sep 17
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933133

Gay MCP skill at invocation 4 Use when this capability is needed.

Sep 17
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98e0c4

Gay MCP skill at invocation 18 Use when this capability is needed.

Sep 17
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9a249c

Gay MCP skill at invocation 13 Use when this capability is needed.

Sep 17
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A810b3

Gay MCP skill at invocation 9 Use when this capability is needed.

Sep 17
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Aa1f4f

Gay MCP skill at invocation 23 Use when this capability is needed.

Sep 17
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B01bab

Gay MCP skill at invocation 2 Use when this capability is needed.

Sep 17
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B42fb4

Gay MCP skill at invocation 19 Use when this capability is needed.

Sep 17
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Beeper

Unified messaging via three access tiers — MCP (live API), beeper-cli (authenticated CLI), and direct SQLite→DuckDB (full archive). Search, analyze, and act across all networks. Use when this capability is needed.

Sep 17
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Db7de8

Gay MCP skill at invocation 6 Use when this capability is needed.

Sep 17
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Dcc346

Gay MCP skill at invocation 22 Use when this capability is needed.

Sep 17
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Dfc070

Gay MCP skill at invocation 10 Use when this capability is needed.

Sep 17
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E2b665

Gay MCP skill at invocation 8 Use when this capability is needed.

Sep 17
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E2b72d

Gay MCP skill at invocation 24 Use when this capability is needed.

Sep 17
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E68fe0

Gay MCP skill at invocation 21 Use when this capability is needed.

Sep 17
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Ee5cbb

Gay MCP skill at invocation 20 Use when this capability is needed.

Sep 17
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Ee6e4e

Gay MCP skill at invocation 7 Use when this capability is needed.

Sep 17
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Mirror

Social self-persistence via mutual cognitive surrogates. The process where my model of you contains your model of me, nesting to a fixed point that constitutes consistent identity in the other's worldmodel. Use when modeling intersubjective recognition, social belief formation, or narrative identity across agents. Use when this capability is needed.

Sep 17
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Integrate Worker

Integrate a worker agent's diff onto fresh trunk — apply, verify repros by hand, cross-check interacting mechanisms, full suite, ship + queue. Use after any worktree worker (fix cycle, hunt follow-up) returns a diff file. Use when this capability is needed.

Sep 17
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Saleor Django Migration

Generate Django schema migrations for the Saleor codebase using manage.py makemigrations. Use when (1) a new Django model is created, (2) model fields are added/altered/removed, (3) user explicitly asks to create a migration. This skill covers ONLY synchronous schema migrations (CreateModel, AddField, AlterField, RemoveField, etc.) — NOT data migrations with RunPython or RunSQL. If unsure whether the migration is schema-only, ask the user. Use when this capability is needed.

Sep 17
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Snyk Agent Scan DOCX

DOCX creation, editing, and analysis

Sep 17
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Create Database Migration

Create a database migration to add a table, add columns to an existing table, add a setting, or otherwise change the schema of Ghost's MySQL database. Use this skill whenever the task involves modifying Ghost's database schema — including adding, removing, or renaming columns or tables, adding new settings, creating indexes, updating data, or any change that requires a migration file in ghost/core. Also use when the user references schema.js, knex-migrator, the migrations directory, or asks to "add a field" or "add a column" to any Ghost model/table. Even if the user frames it as a feature or Linear issue, if the implementation requires a schema change, this skill applies. Use when this capability is needed.

Sep 17
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Abashev Vfs S3 Vfs S3

Architect Agent for vfs-s3

Sep 17
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Airtable Build Collection

Query Airtable MCP to fetch experiment metadata and generate a DynaCLR collection YAML for training Use when this capability is needed.

Sep 17
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Nemo Ufes Tonto Tonto

Tonto Ontology Modeling

Sep 17

Frequently asked questions

What are AI & ML agent skills?

Which AI & ML skills are most installed?

Popular AI & ML skills on SkillMD right now include crank, 13c0e3, 19d57d. 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.