Interactive CLI for Uni-Mol molecular property prediction training and inference workflows.

CLI harness for Zotero.

Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more.

Use tmux to run and test our interactive CLI/TUI end-to-end. Includes how to start, send keys, capture output, and cleanly stop (double Ctrl+C).

# Clinical Decision Support

Use when the user wants to create, list, describe, delete, suspend, resume, or modify Zilliz Cloud clusters.

Find real-world code examples across millions of GitHub repositories. Use when the user wants to see how others implement something, find usage patterns, or discover code examples in the wild.

Traces code history via git blame and log to explain why code exists in its current form. Use when asked about code history, reasoning behind changes, or "when/why did this change".

Enforces automated quality checks before every deploy. Prevents production failures through a 5-stage Quality Gate System (Pre-Commit, PR-Check, Preview, E2E, Production). Activate on code changes, deployments, PR reviews, build failures.

Provides automated, context-aware code reviews focusing on logic errors and style violations. Use during Pull Request cycles to identify potential bugs and maintain high code quality standards.

Simplifies code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be.

Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code unless instructed otherwise.

Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify", "clean up", "refine", or "tidy" code, or after a round of changes to polish recently modified code.

Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code unless instructed otherwise.

Analyzes code for style and formatting issues including inconsistent formatting, naming conventions, code organization, comment quality, unused code, and magic numbers. Returns structured style issue reports with suggestions for improvement.

Code generation utilities for json-render. Use when generating code from UI specs, building custom code exporters, traversing specs, or serializing props for @json-render/codegen.

Use to compare two refs/branches/tags semantically — what changed in architecture, not just lines. "What.s different between branches", "compare branches".

Use to assess confidence/risk per module. "Which parts of this codebase can I trust", "where's the risk concentrated". Outputs a trust map with reasoning.

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

Helps you to run a subagent using codex exec

Detects passive-approval streaks in Claude Code sessions and prints a short checkpoint nudge so you notice when you may be rubber-stamping AI suggestions. The hook runs automatically on every UserPromptSubmit; this skill exists for documentation and runtime tuning.

Use when creating animations that reassure users, reduce anxiety, or communicate protection and security.

This skill should be used when the user asks to "commit changes", "push my code", "commit and push", "save my work", or wants to stage all changes and push to remote.

This skill should be used when user asks to "commit these changes", "write commit message", "stage and commit", "create a commit", "commit staged files", or explicitly invokes "commit-staged".

Git commit conventions and workflow for Bitwarden repositories. Use when committing code, writing commit messages, or preparing changes for commit. Triggered by "commit", "git commit", "commit message", "prepare commit", "stage changes".

Show unified status of all community platforms. Use when user wants to check their setup, see sync status, or get an overview.

Smart context compaction with state preservation. Saves critical files, task progress, and working state before compaction, restores after. Use before manual compact or when auto-compact triggers.

# Completeness Calculator Skill

Compliance expert for SOC 2, GDPR, HIPAA, PCI-DSS, and security frameworks

Track compliance requirements and audit readiness. Trigger with "compliance", "audit prep", "SOC 2", "ISO 27001", "GDPR", "regulatory requirement", or when the user needs help tracking, preparing for, or documenting compliance activities.

Generate Compose configs with services, networking, volumes, and health checks

View what all active Claude Code sessions are doing and optionally send instructions to them via inbox

Sets up configuration files, environment variables, and project configuration. Use when setting up project configuration, environment setup, or configuration management. Creates config files, .env examples, and configuration documentation.

Confluence wiki expert for page structure, spaces, macros, and content organization

Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external services.

Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external services.

On-page SEO optimization techniques including keyword density, meta tags, heading structure, and readability. Use when optimizing existing content or validating new content against SEO requirements.

Searches and injects relevant memories into context before starting work on a task. Use when beginning a new task, switching context, or when project history, past decisions, or coding conventions need to be loaded.

Optimize token usage and context management. Use when sessions feel slow, context is degraded, or you're running out of budget.

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Use when creating ongoing animations - loading spinners, pulsing indicators, ambient motion, background effects, or any animation that repeats indefinitely.

Mine ALL past Claude conversations to build a living 'User Manual About You'. Extract writing style, business context, goals, preferences, and patterns. Make all other skills smarter with context.

Systematically improves Largest Contentful Paint (LCP), Interaction to Next Paint (INP), and Cumulative Layout Shift (CLS) with prioritized fixes and verification. Use for "Core Web Vitals", "performance", "LCP", "INP", or "CLS".

Analyze and optimize AWS costs. Use when reviewing infrastructure for cost savings, estimating costs for new architectures, investigating unexpected charges, or comparing pricing between service options.

Track session costs, set budget alerts, and optimize token spend. Use to check costs mid-session or set spending limits.

Use for systematic debugging and root cause analysis with both Codex and Gemini. Triggers on "council debug", "council root cause", "have council investigate this bug", "council find the issue".

Use for deep multi-step investigation and analysis with both Codex and Gemini. Triggers on "council deep analysis", "investigate with council", "council thorough investigation", "have the council think deeply".

Create a new Cursor plugin scaffold with a valid manifest, component directories, and marketplace wiring. Use when starting a new plugin or adding a plugin to a multi-plugin repository.

Create Spring Boot Java Project Skeleton

Open a pull request on GitHub. Use when the user asks to open or create a pull request on GitHub.

Route image tasks to the correct MCP server (svg or pixel). Auto-triggered when user mentions image editing, graphic design, or visual asset creation.

Critique a screen's typography — scale usage, readability, consistency, and token compliance.

Maintain project state across MULTIPLE conversations over days/weeks. Track tasks, decisions, blockers, resources. Auto-update when project mentioned. Generate status reports and proactive reminders.

Cryptography expert for TLS, symmetric/asymmetric encryption, hashing, and key management

Surface tacit knowledge through Socratic questioning. Use when a user needs help articulating an idea they can sense but not yet express, or when deeper exploration of a concept would reveal unstated assumptions. Focuses on drawing out understanding rather than proposing solutions.

Make HTTP API requests with curl. Use when calling REST APIs, making HTTP requests, testing endpoints, or working with web services via curl.

Use when the user mentions a daily note, asks to add a task to today's daily todos, or reads or writes any file under ~/Notes/Daily Notes/. Covers location, section structure, and what each section is used for.

Generate a daily system activity summary across all joelclaw subsystems. Triggers on 'daily summary', 'what happened today', 'system report', 'today's tally', 'activity summary', 'what did we do', 'daily report'.

Use this skill when you need to set up validation for AI agent skills in a Dart project for the first time. Adds the linter as a dev_dependency, creates a configuration file, and generates a baseline for legacy repos.

Use this skill when you need to validate AI agent skills with dart_skills_lint — running the linter, interpreting failures, fixing violations, and authoring custom rules.

Creates database schemas, migrations, queries, and data access layers. Use when implementing database-related tasks. Handles schema design, migrations, CRUD operations, and database optimization.

Manage Databricks workspace connections: check current workspace, switch profiles, list available workspaces, or authenticate to a new workspace. Use when the user mentions "switch workspace", "which workspace", "current profile", "databrickscfg", "connect to workspace", or "databricks auth".

macOS-only Dayflow review for a local Dayflow SQLite database at `~/Library/Application Support/Dayflow/chunks.sqlite`. Generate daily or weekly summaries, productivity insights, and timeline reports. Use when reviewing local Dayflow time usage or trends.

Use when generating GitHub Actions workflows for dbt, adding dbt build/test/docs steps, or configuring state-based selection with --select state:modified+. Provides templates for both full builds (CD) and incremental builds (CI).

Calculate weighted risk scores from specialist agent reports. Use when synthesizing multiple due diligence reports into an overall investment risk assessment.

Document sources properly for due diligence reports. Use when citing any external data, ensuring full traceability and auditability of findings.

Verify claims in pitch decks and founder statements using multiple independent sources. Use when analyzing any claim about market size, traction, team background, or competitive positioning.

Build, run, and debug iOS apps on a simulator. Use when asked to run an iOS app, interact with the simulator UI, capture logs, or diagnose runtime behavior.

# Deepgram CLI Skills Guide

Index full codebase recursively with hierarchical AGENTS.md files

Query DeepWiki for repository documentation and structure. Use to understand open source projects, find API docs, and explore codebases.

Query DeepWiki for repository documentation and structure. Use to understand open source projects, find API docs, and explore codebases.

Use when building slow intentional animations between 1200-2000ms - app intros, loading sequences, storytelling moments that create emotional resonance

Walk through the first-time user experience for the social feed plugin

Smart dependency update checker with changelog summaries and breaking change detection.

Use when the user has a specific architecture, tool, or technique in mind and wants to explore whether and how it applies. Not full-feature design but a focused technical investigation of one element. Triggers include "design this", "I want to use X for this", "how should this work technically", and "explore this approach".

Evaluate designs for usability, visual hierarchy, consistency, and adherence to design principles. Trigger with "what do you think of this design", "give me feedback on", "critique this", "review this mockup", or when the user shares a design and asks for opinions.

Create comprehensive developer handoff documentation from designs. Trigger with "handoff to engineering", "developer specs", "implementation notes", "design specs for developers", or when a design needs to be translated into detailed implementation guidance.

Clean up AI-generated slop from code changes. Use when the user says "deslop", "clean up code", "remove slop", "review for AI artifacts", "check for anti-patterns in diff", or before committing to ensure code quality. Also activates when reviewing staged changes or preparing a commit.

Determine feature slug interactively by auto-detecting next number and prompting user for description

Use when managing project dependencies with Devbox. Devbox is the preferred dependency manager for new projects - covers package installation, environment variables, and shell configuration.

Summarize git diffs in plain English

Sync Discord server members. Use when user asks to sync members, get member list, or fetch all members from Discord. Fetches complete member lists (100k+).

Diagnose Discord configuration and connectivity issues. Use when user reports problems with Discord sync, connection errors, or wants to troubleshoot.

Initialize Discord configuration. Use when user wants to set up, configure, or connect their Discord account for the first time.

List Discord servers and channels. Use when user asks about available servers, channels, or wants to discover what's accessible.

Query existing member data, track churned members, fetch rich profiles (bio, pronouns). NOT for syncing - use discord-bot-connector:discord-bot-members to sync members.

Read and search synced Discord messages. Use when user asks about discord conversations, wants to see messages, or search for specific content.

Send messages to Discord channels. Use when user wants to post, reply, or send messages to Discord.

Use when there are multiple independent subtasks that can progress in parallel without overlapping ownership or blocking the next local step

Extract distilled actions and facts from today's conversations. Spawns sub-agents per conversation to avoid context blowup.

Recognize breakthrough moments, blocking resolutions, and design decisions worth preserving. Detect high-value insights that save future time. Suggest distillation at valuable moments, not routine work.

Unified documentation lookup for Bug Hunter agents. Uses Context Hub (chub) as primary source with Context7 API fallback. Provides verified library/framework documentation to prevent false positives and ensure correct fix patterns.

Docker best practices including multi-stage builds, compose patterns, image optimization, and security

Generate optimized Dockerfiles for any project

Use this skill when editing documentation, working with files in Doc/, adding versionadded or versionchanged markers, creating NEWS entries for bug fixes or features, or building the HTML docs. Covers reStructuredText (.rst) format, documentation validation, and NEWS file requirements.