testing-patterns
Cross-language testing strategies and patterns. Triggers on: test pyramid, unit test, integration test, e2e test, TDD, BDD, test coverage, mocking strategy, test doubles, test isolation.
atomise
Atom of Thoughts (AoT) reasoning - decompose complex problems into atomic units with confidence tracking and backtracking. For genuinely complex reasoning, not everyday questions. Triggers on: atomise, complex reasoning, decompose problem, structured thinking, verify hypothesis.
cli-patterns
Patterns for building production-quality CLI tools with predictable behavior, parseable output, and agentic workflows. Triggers: cli tool, command line tool, build cli, cli patterns, agentic cli, cli design, typer cli, click cli.
explain
Deep explanation of complex code, files, or concepts. Routes to expert agents, uses structural search, generates mermaid diagrams. Triggers on: explain, deep dive, how does X work, architecture, data flow.
introspect
Analyze Claude Code session logs - extract thinking blocks, tool usage stats, error patterns, debug trajectories. Triggers on: introspect, session logs, trajectory, analyze sessions, what went wrong, tool usage, thinking blocks, session history, my reasoning, past sessions, what did I do.
markitdown
Convert local documents to Markdown using Microsoft's markitdown CLI. Best for: PDF, Word, Excel, PowerPoint, images (OCR), audio. Can fetch URLs but Jina is faster for web. Triggers on: convert to markdown, read PDF, parse document, extract text from, docx, xlsx, pptx, OCR image, local file.
review
Code review with semantic diffs, expert routing, and auto-TaskCreate. Triggers on: code review, review changes, check code, review PR, security audit.
screenshot
Find and display recent screenshots. Triggers: screenshot, check screenshot, show screenshot, recent screenshot, last screenshot.
setperms
Set tool permissions for Claude Code. Configures allowed commands, rules, and preferences in .claude/ directory. Triggers on: setperms, init tools, configure permissions, setup project, set permissions, init claude.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
spawn
Generate PhD-level expert agent prompts for Claude Code. Creates comprehensive 500-1000 line agents with detailed patterns, code examples, and best practices. Triggers on: spawn agent, create agent, generate expert, new agent, agent genesis.
techdebt
Technical debt detection and remediation. Run at session end to find duplicated code, dead imports, security issues, and complexity hotspots. Triggers: 'find tech debt', 'scan for issues', 'check code quality', 'wrap up session', 'ready to commit', 'before merge', 'code review prep'. Always uses parallel subagents for fast analysis.
testgen
Generate tests with expert routing, framework detection, and auto-TaskCreate. Triggers on: generate tests, write tests, testgen, create test file, add test coverage.
unfold-admin
Django Unfold admin theme - build, configure, and enhance modern Django admin interfaces with Unfold. Use when working with: (1) Django admin UI customisation or theming, (2) Unfold ModelAdmin, inlines, actions, filters, widgets, or decorators, (3) Admin dashboard components and KPI cards, (4) Sidebar navigation, tabs, or conditional fields, (5) Any mention of 'unfold', 'django-unfold', or 'unfold admin'. Covers the full Unfold feature set: site configuration, actions system, display decorators, filter types, widget overrides, inline variants, dashboard components, datasets, sections, theming, and third-party integrations.
healthsim-rxmembersim
RxMemberSim generates realistic synthetic pharmacy data for testing PBM systems, claims adjudication, and drug utilization review. Use when user requests: (1) pharmacy claims or prescription data, (2) DUR alerts or drug interactions, (3) formulary or tier cohorts, (4) pharmacy prior authorization, (5) NCPDP formatted output.
Generative Framework
Conversation-driven specification and execution of healthcare data generation at scale
healthsim-membersim
MemberSim generates realistic synthetic claims and payer data for testing claims processing systems, payment integrity, and benefits administration.
healthsim-networksim
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healthsim-patientsim
Generate realistic clinical patient data including demographics, encounters, diagnoses, medications, labs, and vitals. Use when user requests: (1) patient records or clinical data, (2) EMR test data, (3) specific clinical cohorts like diabetes or heart failure, (4) HL7v2 or FHIR patient resources.
healthsim-populationsim
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healthsim-trialsim
Generate realistic clinical trial synthetic data including study definitions, sites, subjects, visits, adverse events, efficacy assessments, and disposition. Use when user requests: clinical trial data, CDISC/SDTM/ADaM datasets, trial cohorts (Phase I/II/III/IV), FDA submission test data, or specific therapeutic areas like oncology or biologics/CGT.
calendar
Interact with Apple Calendar via AppleScript. Use when the user asks to check calendar, view events, create events, manage schedule, find free time, or list calendars. Triggers include "my calendar", "my schedule", "calendar events", "create event", "add to calendar", "what's on my calendar", "free time", "available slots", "upcoming events", "today's events". Requires macOS with Calendar.app.
knowledge-base
Manage your personal knowledge base of curated resources, bookmarks, and excerpts. Triggers include "knowledge base", "kb", "add to knowledge", "add tabs to", "what do I have on", "what do we know about", "find resources about". Use with safari-tabs skill for bulk ingestion from Safari windows. Location is ~/knowledge/.
jmap-email
Enables JMAP email operations using Node.js and jmap-jam library. Use when working with JMAP email servers, FastMail, Cyrus IMAP, Stalwart Mail Server, or when user mentions email search, reading, sending, or mailbox management.
safari-tabs
Interact with Safari browser tabs, reading list, bookmarks, and history via AppleScript. Use when the user asks to analyze, organize, summarize, deduplicate, close, export, or manage their Safari tabs. Also handles reading list, bookmarks, and history searches. Triggers include "my tabs", "open tabs", "Safari tabs", "clean up my browser", "what tabs do I have open", "organize my tabs", "too many tabs", "reading list", "bookmarks", "browser history", "export tabs". Requires macOS with Safari.
improve
Analyze changes in the current stack and provide actionable improvement suggestions using parallel multi-agent analysis. Reviews bugs, simplification opportunities, performance, test coverage, documentation, security, and UX. Keywords improve, code review, analysis, bugs, performance, security.
stackit
Manage stacked Git branches with Stackit. Use when creating/managing stacked branches, submitting PRs for branch stacks, navigating branch trees, rebasing stacks, syncing with main/trunk, troubleshooting stack issues, absorbing changes, resolving rebase conflicts, or any workflow involving dependent Git branches. Keywords stackit, stacked changes, stacked PRs, branch stack, restack, absorb, git stack.
langsmith-fetch
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.
nonstop-agent
Creates long-running autonomous agents. Use when the user asks for "롱 러닝 에이전트 만들어줘", "자율 에이전트 생성", "autonomous agent", "long-running agent", "nonstop agent", or "24/7 agent". Collects requirements through AskUserQuestion and generates agent structure following Anthropic best practices.
spec-file-manager
Manage specification files. Use when creating, reading, updating, or listing spec files. Triggers on requests like "create spec", "update spec", "list specs", or "show spec status".
adr-writer
Skill for creating and editing Architecture Decision Records (ADRs). Use when requests involve "create ADR", "record architecture decision", or "document design decisions". Supports creating new ADRs, updating existing ADRs, and reviewing ADR format.
agents-md
Guide for creating and editing CLAUDE.md or AGENTS.md files - AI agent instruction documents. Use when the user wants to create a new CLAUDE.md/AGENTS.md, edit existing agent documentation, set up AI instructions for a repository, or asks about best practices for agent docs structure.
github-pr-unresolved-review-fetcher
Fetch unresolved PR review comments from GitHub. Use when working with pull request reviews, addressing review feedback, or checking outstanding review comments on a PR. Triggers on requests like "get PR reviews", "fetch review comments", "show unresolved comments", or "what feedback is pending on this PR".
github-workflow-fixer
Analyze and fix GitHub Actions workflow failures. Use when workflows fail, CI/CD issues occur, or when debugging GitHub Actions runs. Triggers on requests like "fix workflow", "why did the build fail", "check CI status", "debug GitHub Actions", or "workflow failed".
github-workflow
Write and edit GitHub Actions workflow files. Use when creating new workflows, editing existing .github/workflows/*.yml files, or setting up CI/CD pipelines. Triggers on requests like "create a workflow", "add GitHub Actions", "set up CI", or "edit the workflow file".
nano-banana-blockrun
Nano Banana by BlockRun - Generate images using Google's Nano Banana via x402 micropayments. Use when the user asks to generate, create, draw, or make images. Pay-per-request via USDC on Base, no API keys needed.
propose-feature-design
Create or update feature technical design document with architecture and implementation guidance
local-registry
Start and manage a local OCI registry for Bottlerocket kit development
build-kit-locally
Build a kit and publish it to a locally hosted registry for development testing
deep-research
Create educational documents that build understanding progressively with citations
ad-hoc-implementation-plan
Transform a rough plan into implement-commit ready artifacts. Allows rigorous review while implementing.
build-variant-from-local-kits
Build a variant using locally published kits for development validation
fact-find
Quick lookup of specific facts about Bottlerocket with citations
idea-honing
Clarify feature ideas through iterative Q&A, recording insights to guide concept development
implement-commit
Implement commits from an implementation plan using a TDD pipeline
prepare-core-kit-release
Prepare bottlerocket-core-kit for release by bumping version and updating changelog
propose-feature-concept
Create a new feature concept document to pitch the idea and explain the problem/solution
propose-feature-requirements
Create or update feature requirements specification using EARS notation with examples and appendices
propose-feature-test-plan
Create a test plan mapping EARS requirements and Critical Constraints to specific tests
propose-implementation-plan
Create an implementation plan with atomic commits that build toward a complete feature
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