gam-researcher-agent
Automated context retrieval from Transmission Packet archive using iterative research loop. Implements GAM "Read Path" to complement manual "Write Path" (Memorizer).
Automated context retrieval from Transmission Packet archive using iterative research loop. Implements GAM "Read Path" to complement manual "Write Path" (Memorizer).
Answers questions about Claude Code features, configuration, and usage from local documentation synced from code.claude.com. Use when users ask about hooks, plugins, skills, MCP servers, slash commands, sub-agents, settings, permissions, sandboxing, CLAUDE.md memory files, model selection, costs, IDE integrations (VS Code, JetBrains), CI/CD (GitHub Actions, GitLab), or cloud providers (Bedrock, Vertex, Azure).
Constitutional compliance validator. Enforces all 5 Constitutional Articles to ensure AI trading decisions comply with human-defined rules. Works as second line of defense alongside Risk Agent.
Senior business consultant expertise for strategic analysis, frameworks, and executive communication. Use when structuring arguments, applying business frameworks (MECE, pyramid principle, Porter's Five Forces), crafting executive summaries, or developing strategic recommendations.
Expert CRO advisor that analyzes landing pages, product funnels, UI/UX friction, and provides data-driven A/B test ideas to maximize conversions, sign-ups, trials, and retention. Use when optimizing conversion rates, analyzing funnels, designing experiments, improving CTAs, reducing drop-offs, or when user mentions conversion rate, CRO, landing page optimization, A/B testing, or funnel analysis.
Analyzes customer behavior, needs, pain points, and sentiment through review mining, social listening, buyer persona development, and jobs-to-be-done framework. Use when the user requests customer analysis, voice of customer research, buyer personas, pain point analysis, or wants to understand customer needs and motivations.
Performs sequential multi-round oracle analysis where each round builds on previous findings. Use when user specifies analysis count (e.g., "analyze 5 times"), asks to think repeatedly, or needs progressive refinement.
Transform vague requirements into concrete decisions by exploring the decision space. Use when high-level asks spawn implicit decisions, when defaults need challenging, or when you need systematic discovery of actual needs vs assumed solutions.
Provides expert UI/visual design analysis, aesthetic evaluation, and AI slop detection. Use this skill when the user needs visual design audit, typography assessment, or design system review. Triggers include requests for UI review, design audit, or when asked to evaluate visual quality and detect generic AI-generated design patterns. Produces detailed consultant-style reports with findings and prioritized recommendations — does NOT write implementation code.
Comprehensive persona research and creation covering the full pipeline from user research to validated personas and journey maps. Includes traditional personas, proto-personas, JTBD profiles, and empathy maps. Activates when creating user personas, conducting user research, defining target audiences, mapping user journeys, or applying Jobs-to-be-Done framework. Use this skill for deep user understanding work. Extends the ux-design skill with specialized persona methodology.
Use when developing or documenting trading strategies - guides edge hypothesis formation, validates statistical significance, documents strategy rules systematically (entry, exit, risk management). Activates when user says "research this strategy", "document my approach", "test this idea", mentions "trading strategy", "edge", or uses /trading:research command.
Knowledge base for measuring, analyzing, and optimizing content performance. Use when tracking metrics, analyzing patterns, or making data-driven content decisions.
Analyse d'offres d'emploi, adéquation profil-poste, et génération de CV/lettre adaptés. Activer ce skill quand l'utilisateur parle de candidature, offre d'emploi, lettre de motivation, ou CV adapté.
Use this skill when the user asks subjective questions like "should I...", "is X good?", "what do you think about...", or seeks advice/recommendations. Reframe these as forecasting problems with explicit KPIs.
Structured decision critic that systematically stress-tests reasoning before commitment surfacing hidden assumptions verifying claims and generating adversarial perspectives to improve decision quality.
Эксперт demand generation. Используй для стратегий генерации спроса, lead scoring, кампаний и funnel optimization.
Analyze an Obsidian vault's AI-readiness with pass/fail checks. Use when assessing a new vault, auditing an existing vault, or verifying setup is complete. Returns a structured report with clear status indicators and actionable recommendations.
Marketing strategy and copywriting guidance for NestMind, a privacy-first iOS knowledge management app. Use when creating website copy, landing pages, App Store descriptions, marketing materials, social media content, or any promotional content for NestMind. Covers positioning, messaging hierarchy, differentiation, and conversion optimization.
Advanced recursive reasoning methodology for systematic problem-solving. Use when you need to explore multiple solution approaches in parallel, evaluate them rigorously, and recursively deepen the best path. Ideal for complex decisions with trade-offs, optimization problems, or strategic planning. Example: "Should we use microservices or monolith?" → Apply ToT to spawn 5+ architectural approaches, evaluate each systematically, recurse on the winner.
Automated lessons learned system for NinjaTrader trading. Use when implementing new features, fixing bugs, or reviewing code. Ensures past mistakes are never repeated by making historical lessons mandatory checkpoints.
Comprehensive AI ethics and responsible AI development specialist. Use PROACTIVELY for bias assessment, fairness evaluation, ethical AI implementation, community impact analysis, and regulatory compliance. Trigger keywords include bias, fairness, discrimination, disparate impact, ethical AI, responsible AI, AI safety, alignment, algorithmic justice, AI regulation, model audit, AI governance. Use for high-risk AI systems (employment, lending, healthcare, criminal justice, education), systems affecting vulnerable populations, large-scale deployments (more than 10,000 people), automated decision-making, facial recognition, biometric systems, and predictive analytics on people.
Use AI to reshape strategic decisions, not just execution. Identify where AI creates competitive advantage, shifts constraints, and enables new business models.
Analyzes and explains Actoris trust scores, their components, and how to optimize them. Use when you need to understand trust mechanics, interpret trust scores, or provide recommendations for improving agent trustworthiness.