fill-the-gaps
Assumption-first planning and design gap analysis. Use when user is in PLANNING mode, explicitly asks to plan or discuss, asks for a gap analysis / design review / stress-test of a spec or design document, or when agent faces open decisions — including headless tasks where the deliverable is proposals and open questions as files. Instead of interrogating the user, the agent proposes concrete tagged answers in small verify-style rounds (or directly in the output documents when no user is in the loop), surfaces contradictions as questions, and asks only the questions that genuinely fork the design.
deep-plan
Structured clarification before decisions. Use when user is in PLANNING mode, explicitly asks to plan or discuss, or when agent faces choices requiring user input. Ensures agent asks questions instead of making autonomous decisions when multiple valid approaches exist or context is missing.
roier-seo
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reddit-rules-first
Post to Reddit the way communities accept it. Read each subreddit's rules before writing, write one post per community, disclose affiliation, and check afterwards whether the post stayed up. Use when an agent is asked to share, launch or promote something on Reddit.
conventional-commit
Conventional Commits v1.0.0 standards for git messages. Use when (1) creating git commits, (2) writing or drafting commit messages, (3) reviewing commit message format, (4) explaining commit conventions, or (5) validating commit message compliance.
tech-planner
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sprint-planner
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spec-writer
Write feature specifications that capture requirements and acceptance criteria. Use when (1) writing a new feature spec, (2) documenting functional requirements, (3) defining acceptance criteria for a feature, (4) capturing design goals and constraints for planned work, or (5) structuring a product idea into a formal specification.
skill-creator
Guide for creating effective agent skills following the Agent Skills open standard. This skill should be used when users want to create a new skill (or update an existing skill) that extends agent capabilities with specialized knowledge, workflows, or tool integrations.
resolve-pr-feedback
Resolve open PR review discussions by evaluating applicability and value, then fixing valid feedback with conventional commits. Use when (1) addressing reviewer feedback on a pull request, (2) resolving open PR discussions systematically, (3) triaging PR review comments for actionability, (4) batch-fixing code review feedback, or (5) cleaning up unresolved PR conversations.
react-dockerfile
Create optimized, secure multi-stage Dockerfiles for React applications (Vite, CRA, Next.js static). Use when (1) creating a new Dockerfile for a React project, (2) containerizing a React/Vite application, (3) optimizing an existing React Dockerfile, (4) setting up Docker for React with Nginx, or (5) user mentions React and Docker/container together.
plan-jira-ticket
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optimize-md
Optimizes markdown documents for token efficiency, clarity, and LLM consumption. Use when (1) a markdown file needs streamlining for use as LLM context, (2) reducing token count in documentation without losing meaning, (3) converting verbose docs into concise reference material, (4) improving structure and scannability of markdown files, or (5) preparing best-practices or knowledge docs for agent consumption.
kubernetes-manifests
Write and review production-ready Kubernetes manifests with security, resource management, and operational best practices. Use when (1) creating new Kubernetes Deployment, Service, or Ingress manifests, (2) reviewing existing manifests for production readiness, (3) adding health probes, security contexts, or resource limits, (4) setting up Kustomize base/overlay structure, (5) containerizing .NET or React apps for Kubernetes, or (6) configuring PodDisruptionBudgets, topology spread, or autoscaling.
gap-analysis
Product and feature evaluation. Use when (1) Evaluating product/feature feasibility and market viability (2) Assessing product-market fit before investment (3) Comparing opportunities for roadmap prioritization (4) Competitive analysis to identify gaps (5) User asks "should we build X?" or "is this viable?" (6) Risk assessment for product decisions
enhance-prompt
Analyzes and improves LLM prompts and agent instructions for token efficiency, determinism, and clarity. Use when (1) writing a new system prompt, skill, or CLAUDE.md file, (2) reviewing or improving an existing prompt for clarity and efficiency, (3) diagnosing why a prompt produces inconsistent or unexpected results, (4) converting natural language instructions into imperative LLM directives, or (5) evaluating prompt anti-patterns and suggesting fixes. Applies to all LLM platforms (Claude, GPT, Gemini, Llama).
dotnet-dockerfile
Create optimized, secure multi-stage Dockerfiles for .NET Core and ASP.NET Core applications. Use when (1) creating a new Dockerfile for a .NET project, (2) containerizing a .NET application, (3) optimizing an existing .NET Dockerfile, (4) setting up Docker for .NET 6/7/8+ apps, or (5) user mentions .NET and Docker/container together.
clean-code
Cleans up code files by removing dead code, simplifying structure, and eliminating redundancy without changing behavior. Use when (1) cleaning up code after implementation, (2) reducing complexity in a file or function, (3) removing dead code and unused imports, (4) simplifying control flow and expressions, (5) applying modern language idioms to legacy patterns, or (6) improving readability of dense or convoluted code.
prompting
Prompt engineering guidance for writing and improving LLM prompts. Use when asked to (1) write a prompt for a specific task, (2) review or improve an existing prompt, (3) design system prompts for AI assistants, (4) structure prompts for specific output formats (JSON, XML, markdown), or (5) apply prompt engineering techniques like few-shot, chain-of-thought, or role prompting.
flutter-dev
Expert Flutter and Dart development skill for building beautiful, performant, and maintainable applications. Use when users request Flutter/Dart development tasks including creating apps, widgets, screens, implementing features, debugging, testing, state management, navigation, theming, layouts, or working with Flutter projects. Covers mobile, web, and desktop platforms with modern best practices, Material Design, responsive UI, and code quality standards.
vault-ops
Use when managing Obsidian vault structure and notes.
skill-builder
Use this skill when creating new Claude Code skills from scratch, editing existing skills to improve their descriptions or structure, or converting Claude Code sub-agents to skills. This includes designing skill workflows, writing SKILL.md files, organizing supporting files with intention-revealing names, and leveraging CLI tools and Node.js scripting.
turbovault-use
Use when operating Obsidian vaults through TurboVault.
vault-wiki
Use when maintaining a multi-domain Obsidian wiki.
skill-governance
Use when creating or maintaining reusable skills.
container-use
Use this skill when working with Apple Containers (lightweight Linux VMs) as a native Docker replacement on macOS. This includes building container images, running containers, managing container lifecycle, configuring networking, handling volumes, mounting files with SSH forwarding, or performing multi-platform builds. Invoke for tasks involving the container CLI, Apple container tool, or Linux containers on Apple Silicon macOS 26+.
skill-library-maintenance
Use when auditing or restructuring a skill library.
yt-grab-transcription
Use this skill when you need a YouTube video's transcript for AI-agent consumption — fetching auto-generated subtitles via yt-dlp, cleaning the duplicated rolling-window lines, and keeping a compact provenance record instead of a full metadata dump.
summarize-meeting
Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.
simple-vault
Use when working in single-concept Obsidian mini-vaults.
explore-codebase
Explore and understand codebases. Use this when analyzing source code, manifests and other config for software engineering tools like kubernetes, helm, terraform. Usually the codebases are cloned git repositories in a directory `./repos/`
lightrag-deep-research
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lightrag
Search and manage knowledge bases using LightRAG API. Supports multiple servers, context-aware writing, and direct information retrieval. Use when the user wants to query a LightRAG-powered knowledge base or use it as context for tasks.
transcript-fixer
Use this skill when fixing speech-to-text transcripts, meeting transcripts, interview notes, or ASR output with misheard names, product terms, acronyms, or domain vocabulary. Uses project-local config, glossary files, deterministic corrections, and native agent review. No internal AI API calls; optional scripts only apply configured replacements and extract glossary terms.
ob-headless-sync
Obsidian Headless Sync — systemd timer monitoring, diagnostics, and recovery for the ob sync service on headless machines
plantuml-syntax
Authoritative reference for PlantUML diagram syntax. Provides UML and non-UML diagram types, syntax patterns, examples, and setup guidance for generating accurate PlantUML diagrams.
sg-corp-secretary
Singapore corporate secretary and account management guidance. Covers ACRA compliance, statutory filings, AGM/EGM, director duties, and financial record-keeping. Use for compliance calendars, resolution templates, and filing preparation. NOT a replacement for registered filing agent.
sg-tax-expert
Singapore tax guidance for founders. Covers personal income tax, corporate tax (17%), and GST optimization. Use when planning tax strategy, calculating obligations, or preparing for IRAS filings. NOT professional tax advice - consult licensed tax agent for formal advice.
omnisonant-design
Product design guide for Omnisonant - omni-channel voice agents that replace call center staff. Use when designing, reviewing, or improving Omnisonant interfaces, voice agent behaviors, or architecture.
ai-native-dev
Proactively manage development tasks in TASKS.md. Automatically tracks progress, updates status, prioritizes backlog, and estimates effort. Runs in background during development - no explicit invocation needed.
ai-startup-strategist
Channel the strategic thinking of fastest-growing AI startup founders. Use when asked to analyze current state, brainstorm strategy, set OKRs, or create execution plans. Provides founder personas, strategic frameworks, and battle-tested patterns from Anthropic, OpenAI, Mistral, Scale AI, and others.
content-marketing
Generate content for Forth AI company marketing. Use for product announcements, company blog posts, case studies, and company LinkedIn content.
enterprise-system-ux-expert
Expert in enterprise system design (ERP, CRM, HRM, SCM, etc.) and corporate policies. Use when asked to review, reflect on, or critique enterprise software interface design. Provides domain expertise from existing systems and end-user role-playing for constructive feedback.
inframagics-design
Product design guide for Inframagics - the agent-native workspace that replaces enterprise systems + operations teams. Use when designing, reviewing, or improving Inframagics interfaces, features, or architecture.
forth-ai-brand
Apply Forth AI brand guidelines when creating frontends. Use for UI components, pages, applications, and design systems. Enforces radical simplicity, polymorphic interfaces, and the Forth AI visual identity.
commit
This skill should be used when the user asks to "commit changes", "make a commit", "commit staged files", "create a commit with conventional commit format", or mentions committing code following conventional commit convention.
hwp
This skill should be used when the user wants to view contents of HWP/HWPX files (Korean word processor documents), mentions ".hwp" or ".hwpx" file paths, asks to "read hwp", "read hwpx", "open hwp", "open hwpx", or needs to extract text from Korean word processor documents.
session-handoff
List and resume previous coding agent sessions by loading their context into the current session. Use when the user wants to (1) see previous sessions for the current directory with summaries, (2) continue work from a previous session by loading its full conversation context, (3) recover work from an interrupted session, or (4) transfer context between sessions. Supports Claude Code and Codex sessions.
standup
Draft a daily standup from the current user's Slack, GitHub, Linear, and Google Calendar activity. Use when the user asks to create, prepare, or summarize a standup/status update from connected app activity; to collect a user's work for a date; or to verify whether Slack, GitHub, Linear, and Google Calendar connectors/MCP tools are available before drafting a standup.
pr-review
This skill processes unresolved GitHub PR review discussions. Activated when the user provides a GitHub PR link (github.com/.../pull/...) or mentions "PR review", "review PR", "process review comments", etc.
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