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Agent Skills

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context-optimization

Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems.

ken-cavanagh-glean
ken-cavanagh-glean
3

glean-mcp

Your work knowledge agent. Use Glean chat to answer any question about the user's company, accounts, colleagues, meetings, documents, or work history. Glean synthesizes across 100+ enterprise apps and always cites sources.

ken-cavanagh-glean
ken-cavanagh-glean
3

tool-design

Design tools that agents can use effectively, including when to reduce tool complexity. Use when creating, optimizing, or reducing agent tool sets.

ken-cavanagh-glean
ken-cavanagh-glean
3

context-fundamentals

Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.

ken-cavanagh-glean
ken-cavanagh-glean
3

project-development

Design and build LLM-powered projects from ideation through deployment. Use when starting new agent projects, choosing between LLM and traditional approaches, or structuring batch processing pipelines.

ken-cavanagh-glean
ken-cavanagh-glean
3

memory-systems

Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge.

ken-cavanagh-glean
ken-cavanagh-glean
3

context-compression

Design and evaluate context compression strategies for long-running agent sessions. Use when agents exhaust memory, need to summarize conversation history, or when optimizing tokens-per-task rather than tokens-per-request.

ken-cavanagh-glean
ken-cavanagh-glean
3

agent-spec-generator

Design and generate Glean Agent specifications. Use when creating new agents, speccing out agent requirements, or generating JSON for Agent Builder import. Triggers on: 'create an agent', 'design an agent', 'agent spec', 'build an agent for [use case]'.

ken-cavanagh-glean
ken-cavanagh-glean
3

browser-automation

Guidance for effective browser automation with dev-browser plugin. Use for testing local development, verifying UI changes, debugging visual issues, and automating browser tasks.

ken-cavanagh-glean
ken-cavanagh-glean
3

advanced-evaluation

Master LLM-as-a-Judge evaluation techniques including direct scoring, pairwise comparison, rubric generation, and bias mitigation. Use when building evaluation systems, comparing model outputs, or establishing quality standards for AI-generated content.

ken-cavanagh-glean
ken-cavanagh-glean
3

context-engineering-collection

A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.

ken-cavanagh-glean
ken-cavanagh-glean
3

brief

Get a pre-meeting briefing for any account. Usage: /brief {account name}. Returns checklist progress, hours remaining, last interaction, missed comms, and open to-dos.

ken-cavanagh-glean
ken-cavanagh-glean
3

novel-creator

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mave99a
mave99a
32

reviewing-code

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bostonaholic
bostonaholic
3

git-worktrees

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bostonaholic
bostonaholic
3

finishing-work

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bostonaholic
bostonaholic
3

systematic-debugging

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bostonaholic
bostonaholic
3

security-review

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bostonaholic
bostonaholic
3

receiving-code-review

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bostonaholic
bostonaholic
3

brainstorming

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bostonaholic
bostonaholic
3

parallel-agents

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bostonaholic
bostonaholic
3

researching-codebase

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bostonaholic
bostonaholic
3

markdown-validation

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bostonaholic
bostonaholic
3

implementing-plans

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bostonaholic
bostonaholic
3

documenting-decisions

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bostonaholic
bostonaholic
3

writing-plans

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bostonaholic
bostonaholic
3

test-driven-development

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bostonaholic
bostonaholic
3

verification-before-completion

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bostonaholic
bostonaholic
3

clawdhub

Use the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawdhub CLI.

elliottminns
elliottminns
3

doppler

Fetch secrets from Doppler for API keys and credentials.

elliottminns
elliottminns
3

linear

Query and manage Linear issues, projects, and team workflows.

elliottminns
elliottminns
3

gog

Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.

elliottminns
elliottminns
3

frontend-design

Expert frontend design guidelines for creating beautiful, modern UIs. Use when building landing pages, dashboards, or any user interface.

elliottminns
elliottminns
3

sacred-blessing

Creates personalized sacred blessings for tasks, transitions, or life moments using inclusive feminine spiritual language. Draws from Hebrew Priestess traditions with a modern, witchy sensibility.

jem-computer
jem-computer
32

incantation

Generates a single-sentence power phrase for a specific moment or intention. Not affirmation (passive) but incantation (active)—words meant to be spoken aloud, carried into action, or encoded into work.

jem-computer
jem-computer
32

micro-ritual

Designs simple, embodied rituals for life moments using ordinary objects at hand. Grounded witchcraft for the modern practitioner—no special equipment, no performance, just presence.

jem-computer
jem-computer
32

tarot

Perform a single-card tarot reading with random Major Arcana selection. Use when seeking perspective on decisions, feeling stuck, exploring options, or when the user asks for a tarot reading or card draw.

jem-computer
jem-computer
32

romantical

Transforms your daily agenda into a narrative of intention and meaning. Finds the sacred in the mundane, the ritual in the routine.

jem-computer
jem-computer
32

correspondence

Finds the symbolic vocabulary for any intention—herbs, colors, stones, times, directions, and elements that align with what you're working toward. Practical magic for altars, outfit choices, or encoding meaning into action.

jem-computer
jem-computer
32

generate-image

Generate images using Replicate's Nano Banana Pro model with Esoterica's eco-futurist aesthetic. Use when creating hero images, social assets, or exploring visual variations.

jem-computer
jem-computer
32

zotero-mcp

Interface with Zotero's MCP server to search and retrieve bibliographic data using advanced semantic search and multi-strategy approaches. Designed for output as a plain markdown formatted outline, suitable for pasting into Logseq. Also offers side-by-side translation of Chinese titles and abstracts for improved English language search within Logseq. Context-aware - uses agents in Claude Code, batched searches in Claude Desktop.

kerim
kerim
3

Ruby Object Design Expert

Automatically invoked when making decisions about Ruby code structure and organization. Triggers on mentions of "class or module", "should this be a class", "struct vs class", "PORO", "data object", "design pattern", "class vs module", "when to use class", "module vs class", "stateless class", "value object", "data container", "object factory", "extend self", "singleton class". Provides guidance on choosing the right Ruby construct (class, module, Struct, Data, Hash) based on the principle that Ruby is object-oriented, not class-oriented.

ag0os
ag0os
3

rails-model-patterns

ActiveRecord model patterns and conventions for Rails. Automatically invoked when working with models, associations, validations, scopes, callbacks, or database schema design. Triggers on "model", "ActiveRecord", "association", "has_many", "belongs_to", "validation", "validates", "scope", "callback", "migration", "schema", "index", "foreign key".

ag0os
ag0os
3

Ruby Refactoring Expert

Automatically invoked when analyzing code quality, refactoring, or maintainability. Triggers on mentions of "code smell", "refactor", "code quality", "technical debt", "complexity", "maintainability", "clean code", "SOLID", "DRY", "improve code", "simplify", "extract method", "extract class", "long method", "large class", "duplication". Provides Ruby refactoring patterns and code smell identification based on Ruby Science methodology for recently written Ruby/Rails code.

ag0os
ag0os
3

rails-jobs-patterns

ActiveJob and background processing patterns for Rails. Automatically invoked when working with background jobs, Sidekiq, async processing, job queues, scheduling, or the app/jobs directory. Triggers on "job", "background job", "ActiveJob", "Sidekiq", "async", "queue", "perform_later", "worker", "scheduled job", "cron", "retry", "idempotent".

ag0os
ag0os
3

rails-service-patterns

Rails service object patterns and business logic organization. Automatically invoked when working with service objects, extracting business logic, implementing command/query patterns, or organizing app/services. Triggers on "service object", "service", "business logic", "workflow", "orchestration", "command pattern", "query object", "form object", "interactor", "result object".

ag0os
ag0os
3

rails-graphql-patterns

GraphQL patterns for Rails applications using graphql-ruby gem. Automatically invoked when working with GraphQL schemas, types, resolvers, mutations, subscriptions, or the app/graphql directory. Triggers on "GraphQL", "schema", "resolver", "mutation", "query type", "subscription", "graphql-ruby", "field", "argument", "N+1 graphql", "dataloader".

ag0os
ag0os
3

rails-controller-patterns

Rails controller patterns and conventions. Automatically invoked when working with controllers, routes, strong parameters, before_actions, or request handling. Triggers on "controller", "action", "routes", "routing", "strong params", "params.expect", "before_action", "respond_to", "RESTful", "CRUD", "redirect", "render".

ag0os
ag0os
3

hotwire-patterns

Stimulus and Turbo patterns for Rails frontend development. Automatically invoked when working with Hotwire, Stimulus controllers, Turbo frames/streams, progressive enhancement, or modern Rails JavaScript. Triggers on "Stimulus", "Turbo", "Hotwire", "turbo_frame", "turbo_stream", "Stimulus controller", "data-controller", "data-action", "progressive enhancement", "SPA-like".

ag0os
ag0os
3

coderabbit-fix-flow

This skill should be used when CodeRabbit code review feedback needs to be processed and fixed systematically. Use after running `coderabbit --plain` to automatically save feedback, analyze issues using MCP tools, and implement minimal code fixes with proper planning.

alchemiststudiosDOTai
alchemiststudiosDOTai
3

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.