> Generated: {datetime} > Topic: {original_request} > Analysis Method: {selected_method}

Makes agent explain concepts with extreme clarity for beginners learning new topics or projects. Uses analogies-first approach, visual mental models, and ELI5 style to transform complex technical explanations into accessible learning experiences. Trigger when user is new to a technology, starting a project, or explicitly requests simple explanations.

Master persuasive writing for social media with proven hooks, storytelling frameworks, and psychological triggers. Includes CSV databases with 150+ hooks, power words, carousel structures, and emotional triggers specifically optimized for Instagram swipes and X/Twitter "Read more" clicks. Works with creative-copywriter subagent for intelligent content generation.

Agent workflow for generating highly diverse creative content using Verbalized Sampling (VS) technique. Use when user requests multiple variations, brainstorming, creative ideas, or when standard prompting produces repetitive outputs. Increases diversity by 1.6-2.1× while maintaining quality. Works for: blog posts, social media captions, stories, campaign ideas, product descriptions, taglines, and open-ended creative tasks.

Architectural framework for building AI agents with critical thinking capabilities - structured reasoning selection (CoT/ToT/GoT), metacognitive monitoring, self-verification, and cognitive bias detection. Use when building or enhancing AI agents that require reliable, self-correcting, and transparent reasoning.

Framework for agents to understand implicit user intent, think before acting, and consider action impact. Uses STAR framework (Stop-Think-Analyze-Respond) to prevent literal execution that doesn't match context. Use when agent receives ambiguous requests, abstract commands like "fix", "improve", "delete all", or actions with potential wide-scope impact. Trigger on code modification requests without explicit scope constraints.

Prepare detailed, professional prompts for Google Imagen 3/4 image generation. Supports character, environment, and object prompts using natural language with technical photography specifications. Extensible support for multiple art styles via reference files.

Intelligent pre-deployment QA checklist generator. Explores the codebase, confirms project understanding with user, spawns parallel domain subagents to deeply analyze each layer (frontend, backend, database, security, etc.), then produces a complete human-executable checklist in docs/. USE WHEN: User says "pre-deploy check", "deploy checklist", "ready to deploy?", "generate QA checklist", or any request to verify project readiness before deployment.

Create implementation-ready technical specifications through conversational discovery, code investigation, and structured documentation. USE WHEN user needs to plan a feature, create tech-spec, or prepare implementation-ready documentation. Triggers on "buat spec", "create tech spec", "plan feature", "specification", or when user describes a feature to build without clear implementation plan.

**Create comprehensive README.md files grounded in codebase reality.**

Comprehensive red teaming methodology for both cybersecurity and AI/LLM systems. Use when conducting adversary emulation, vulnerability assessment, attack simulation, or security validation. Trigger on requests for penetration testing, threat modeling, security audits, MITRE ATT&CK operations, LLM safety testing, prompt injection attacks, or compliance validation (OWASP, NIST, TIBER, DORA, EU AI Act). Apply when users ask to "test like an attacker", "red team our system", "validate security posture", "assess LLM vulnerabilities", or "simulate cyber attacks". Includes planning frameworks, execution strategies, reporting templates, and progressive references to specialized attack techniques and tools.

Automate the full release workflow: version bumping (major/minor/patch), changelog generation, git tagging, pushing, and GitHub release creation. Handles semver across Node.js, Python, Rust, Go, and generic projects. Enforces mandatory confirmations before irreversible actions (push, release). USE WHEN: user says "release", "bump version", "cut a release", "tag and release", "/releasing", or asks to prepare a new version of their project.

**Use when:** User has existing skill, wants to validate quality/compliance

**Use when:** User has existing document, wants to convert to skill

Optimize social media content for maximum discoverability and engagement using 2025-proven SEO strategies. Includes comprehensive CSV databases with 100+ caption formulas, thread structures, viral patterns, and platform-specific optimization playbooks for Instagram, X/Twitter, and Threads. Works with seo-manager subagent for intelligent content generation.