research-assessor
Extracts and assesses research methodology, claims, evidence, and infrastructure from research papers in HASS disciplines. Evaluates transparency, reproducibility, and credibility through systematic extraction (eight-pass workflow, Pass 0-7) and credibility assessment (research approach classification, quality gating, and repliCATS Seven Signals evaluation adapted for HASS).
reproduction-assessor
Reproduces computational research papers through systematic Docker-based execution, quantitative verification, and adversarial review. This skill should be used when the user requests reproduction of a paper, verification of computational results, or assessment of reproducibility infrastructure. Handles R analyses with deterministic or stochastic outputs via a 4-session workflow (R-Plan, R-A, R-B, R-C). R-based papers only in v1.0; extension points for Python/Julia documented.
reflect
End-of-session reflection protocol for llm-reproducibility. This skill should be used when the user invokes /reflect or asks to reflect on this session, do end-of-session reflections, or similar. It guides Claude through updating reflection documents in priority order, answering structured prompts, and maintaining research observation logs.
{{skill-name}}
{{SKILL_DESCRIPTION}}. Use when users request {{USE_CASES}}. Demonstrates the System Skill Pattern (CLI + SKILL.md + Database).
unicorn-or-bust
Start the Unicorn or Bust game. Use this skill when a user wants to play the Unicorn or Bust game - a choose your own adventure game where you play as a startup founder navigating challenges to build a unicorn. The game is powered by the unicorn-or-bust MCP server with dynamic challenges, resource management (runway, morale, product, investor hype), and stat progression.
mcp-oauth
Authenticate with any OAuth 2.1 MCP server. Handles discovery, PKCE, dynamic client registration, local callback server, token exchange, and authenticated requests. Use when connecting to OAuth-protected MCP servers, testing MCP tools, or debugging auth flows. Accepts an MCP server URL as argument.
web-artifacts-builder
Build interactive web applications and artifacts with HTML, CSS, and JavaScript. Use this skill when creating standalone web applications, interactive tools, dashboards, or web-based utilities that can run in a browser.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
Jira Ticket Estimator
This skill should be used when estimating development time for Jira tickets. It provides both manual and AI-assisted estimates with T-shirt sizes, story points, and phase-by-phase time breakdowns based on task type classification, complexity scoring, and project architecture (monolithic/serverless/frontend/fullstack/mobile/test_automation).
command-management
Use PROACTIVELY this skill when you need to create or update custom commands following best practices
agile-planning
Generate agile release plans with sprints and roadmaps using unique sprint codes. Use when creating sprint schedules, product roadmaps, release planning, or when user mentions agile planning, sprints, roadmap, or release plans.
writing-config-files
Use this skill when you need to write configuration files in `src/config` for the Next.js app
agent-management
Use PROACTIVELY this agent when you need to design and create optimal Claude Code subagents, update existing agents with new capabilities, revise agent configurations, analyze project requirements to identify specialized roles, or craft precise agent configurations with appropriate tool permissions and model tiers. When the user specify "Create or Update subagent [name]", this skill must be triggered.
tasks-generator
Generate structured task roadmaps from project specifications. Use when the user asks to create tasks, sprint plans, roadmaps, or work breakdowns based on PRD (Product Requirements Document), Tech Specs, or UI/UX specs. Triggers include requests like "generate tasks from PRD", "create sprint plan", "break down this spec into tasks", "create a roadmap", or "plan the implementation".
hooks-management
Use PROACTIVELY when you need to create, update, configure, or validate Claude hooks for various events and integrations
specs-creator
Use PROACTIVELY this skill when you need to create comprehensive PRDs, tech specs, and ux specs based on feature description. If the user specify "Create PRD", "Create Tech Specs", or "Create UX Specs", this skill must be triggered.
implementation-review
Automatically trigger review agents after task completion. Use when strategic-planner finishes planning tasks (calls plan-consultant) or when main agent completes coding tasks in /implement workflow (calls code-reviewer). Triggers on phrases like "plan complete", "implementation done", "coding finished", "ready for review".
coding-with-tailiwnd
Use this skill when you need to code with tailwind css
reporting-issues
Use this skill when you need to report on a troubleshooting session
reporting-sprints
Use this skill when you need to report on a sprint
setup
Setup instructions for this project
tdd-vitest-typescript
Test-Driven Development (TDD) using Vitest and TypeScript. Use when the user requests help with TDD, writing tests before code, test-first development, Vitest test setup, TypeScript testing patterns, unit testing, integration testing, or following the Red-Green-Refactor cycle with Vitest.
code-instructor
Educational code development skill that teaches programming concepts while building applications. Use when the user wants to learn how code works, understand programming concepts, or build an app with detailed explanations. Provides line-by-line breakdowns, explains the 'why' behind code patterns, uses pedagogical teaching methods, and builds apps incrementally with educational commentary at each step.
executing-epic-workflow
Execute systematic feature development using EPIC methodology (Explore, Research, Plan, Validate, Implement, Review, Iterate). Use when building features, implementing complex tasks, or following structured development workflows. Delegates exploration, research, planning, validation, and review to specialized agents.
hook
Use PROACTIVELY when you need to create, update, configure, or validate Claude hooks for various events and integrations
writing-utils
Use this skill when you need to write utility functions for the Next.js app
writing-types
Use this skill when you need to write types and interfaces in `srs/types` for the Next.js app
writing-page-layout
Use this skill when you need to write code for a page layout in the Next.js
writing-lib-functions
Use this skill when you need to write lib functions in `srs/lib` for the Next.js app
writing-data
Use this skill when you need to structure data in `srs/data` for the Next.js app
designing-components
Use this skill when you need to design a component
dependency-analysis
Enhanced dependency analyzer with comprehensive markdown reporting and actionable recommendations. Use when you need to optimize frontend project dependencies, detect security vulnerabilities, identify unused packages, find duplicate functionality, analyze dependency impact, generate cleanup scripts, or produce detailed Markdown reports. Supports JavaScript, TypeScript, Vue, React, Angular, and modern build tools with parallel processing and incremental analysis capabilities.
architecture-analysis
Comprehensive frontend architecture analyzer that identifies technology stacks, build tools, and architectural patterns. Use when you need to quickly understand a project's structure, dependencies, and technical configuration. Provides analysis for Vue/React/Angular frameworks, Node.js environments, package managers, TypeScript usage, linters, and architecture patterns with multiple output formats including executive summaries and visualizations.
unit-test-generator
Intelligent unit test generator for frontend projects that detects existing test frameworks and generates comprehensive tests for functions, components, and modules. Use when you need to: (1) Add unit tests to existing codebases, (2) Set up testing infrastructure for new projects, (3) Generate test cases for specific functions or components, (4) Ensure architectural consistency in testing approach across projects. Supports Jest, Vitest, Mocha with React, Vue, Angular frameworks.
git-commit-assistant
Stages and commits changes safely in any repository. Use when the user asks to commit, or when a commit would include untracked or sensitive files (credentials, MCP configs, personal settings). Writes Conventional Commits messages with a Japanese explanation. Do not use to merely inspect git status or a diff.
journal-manager
Writes and maintains work journals under WORK/ in the Obsidian vault. Use after an experiment or analysis produces a reading that has no permanent home yet, and when consolidating or promoting existing journals. Do not use for ordinary implementation work, progress logs, or findings that already have a destination.
knowledge-manager
Records and retrieves the AI_KNOWLEDGE base in the Obsidian vault (patterns, troubleshooting, best practices). Use when a non-obvious finding is worth reusing across projects, when entering an unfamiliar technical area, or when the user asks to record knowledge. Do not use for findings that belong in the repository itself or in project memory.
handoff
Session migration for context corruption recovery. Writes a fact-based handoff file so work can continue in a fresh session, or resumes from one. Manual trigger only (`/handoff`). Use when a session shows confabulation (phantom instructions, derailed context) and the user wants to move to a clean session instead of rewinding.
wrangler
Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
code-reviewer
Reviews a diff against this user's standards, above all whether a fix addresses the violated invariant or only silences its symptom. Use when the user asks for a review, before creating a PR, or when re-checking a diff that answers earlier review findings. Do not use after ordinary edits, and do not use for routine branch review — the built-in /code-review covers that.
context-compactor
Analyzes and compacts context-affecting documents (project memory, CLAUDE.md, skill files) to reduce token usage and compaction frequency. Manual trigger only. Always requires user approval before making changes.
doc-rules
Documentation rules — what earns a place on the page, plus structure, length, style, and how-to writing. Use when writing or revising a README, CLAUDE.md, INSTALL, how-to, design note, knowledge entry or release note, or when asked to review prose for AI-tone or trim it down. Do not use for code comments or commit messages in ordinary edits.
release-assistant
Runs the release workflow for Node/Bun and Go projects — version bump from commit history, mandatory lint/build/test, then tag creation and push. Use when the user asks to release, cut a version, or publish a tag. Do not use for ordinary commits or for merging to main.
workers-best-practices
Reviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
test-executor
Runs tests for Go and Node/Bun projects, interprets failures, and reports coverage against this user's targets. Use when asked to run or fix tests, or when a change needs verification before being called done. Do not use to read or write test files.
beads-issue-tracking
Track complex, multi-session work with dependency graphs using beads (beads) issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.
obsidian-vault-manager
Manage Obsidian knowledge base - capture ideas, YouTube videos, articles, repositories, create study guides, publish to GitHub Pages, and share notes via URL (no server storage). Use smart AI tagging for automatic organization.
expo-ios-designing
Designs modern, clean iOS screens and components for Expo React Native apps following Apple HIG with safe areas, Dynamic Type, dark mode, accessibility, Liquid Glass materials, and App Store readiness.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
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