发现 Skills

Compatibility alias skill. Deprecated: use vercel-delivery.

Web browser game development principles. Framework selection, WebGPU, optimization, PWA.

Architecture and systems design for building always-on AI agents with episodic memory. Covers the memory hierarchy (core/recall/archival), persistence layers, agent server infrastructure, vector stores, and framework selection. Provides concrete deployment patterns for agents that maintain identity and learn across sessions. Activate on: "always-on agent", "persistent agent architecture", "episodic memory system", "agent memory design", "long-running agent", "stateful agent", "agent that remembers", "MemGPT architecture", "Letta deployment", "/always-on-agent-architecture". NOT for: choosing what data to feed the agent (use always-on-agent-inputs), brainstorming applications (use always-on-agent-applications), safety and privacy concerns (use always-on-agent-safety), general agentic patterns (use agentic-patterns).

Application of the Six Sigma quality methodology to AI agent process improvement and reliability

Motion design and micro-animations for web interfaces — Framer Motion layout animations, CSS scroll-driven animations, View Transitions API, GSAP ScrollTrigger, spring physics tuning, loading choreography, and Disney's 12 principles applied to UI. Makes interfaces feel alive without feeling busy. Activate on 'web animation', 'Framer Motion', 'micro-interaction', 'scroll animation', 'page transition', 'View Transitions API', 'spring animation web', 'motion design', 'loading animation', 'skeleton screen', 'hover effect', 'GSAP ScrollTrigger'.

A framework for building rational agents that can recognize, evaluate, and selectively adopt norms while resolving conflicts through consequence-based reasoning. Enables agents to make principled decisions when rules, obligations, and goals are mutually incompatible.

Apply Charlie Munger's latticework of mental models to any problem. Use when the user requests decision analysis, says 'help me think', 'apply mental model', mentions model names (inversion, bottlenecks, second-order thinking), or needs structured thinking frameworks.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Autonomous decision intelligence for Tory Owens' Life OS. Doesn't just present data — generates Courses of Action (COAs) with confidence levels, risk assessments, and explicit recommendations. Triggers on: (1) "What should I do about...", "Should I...", "Decision", "Options", "COA", (2) Any situation where data exists but direction is needed, (3) Financial deployment decisions, (4) Career/role decisions, (5) Health protocol adjustments, (6) Time/resource allocation conflicts, (7) Any cross-domain tradeoff requiring structured analysis. Uses MDMP (Military Decision-Making Process) adapted for personal life operations. The skill that turns information into action.

Implement cursor-based and offset pagination for APIs. Covers efficient database queries, stable sorting, and pagination metadata.

Guides advanced short-term actuarial mathematics aligned with SOA ASTAM and P&C/health-adjacent modeling—severity and frequency distributions, aggregate and compound loss models, Bühlmann and Bühlmann–Straub credibility, ratemaking and experience rating, short-term reserving at the math level, MLE and goodness-of-fit, and risk measures (VaR, TVaR). Tool-agnostic and concept-first. Use when the user mentions advanced short-term actuarial mathematics, ASTAM, severity model, frequency model, aggregate loss, compound distribution, Bühlmann credibility, experience rating, ratemaking, pure premium, negative binomial frequency, tail factor, TVaR, or short-term actuarial models—not life contingencies (life-health-insurance), Excel workpapers only (actuarial-analyst), appointed actuary sign-off (actuary, appointed-chief-actuary), assumption governance (assumption-setting), P&C legal/operations depth (property-casualty-insurance), or general ML (data-scientist, quantitative-researcher).

Guides FSA/FSAI fellow-level appointed and chief actuary work—head of actuarial function, statutory reporting accountability (Solvency II, RBC, local appointed-actuary frameworks), actuarial opinion and AA report structure, board and audit committee communication, enterprise actuarial governance, model risk oversight, ORSA and stress governance, M&A/reinsurance/capital actuarial input, independence, and function design. Use for chief actuary, appointed actuary, FSA, FSAI, actuarial opinion, appointed actuary report, head of actuarial, ORSA, actuarial governance, board actuarial, statutory reporting actuary, or model risk governance actuary—not triangles (actuarial-analyst), associate peer review (associate-actuary), technical pricing/reserving (actuary), consulting (actuarial-consulting), assumption policy alone (assumption-setting), ALM detail (asset-liability-management), or legal advice (counsel, compliance-engineer).

This skill should be used when the user asks to plan or execute internal audit, IT audit, risk-based audit planning, control testing, audit evidence, workpaper documentation, SOC 2 audit support, SOX ITGC testing, walkthroughs, operating effectiveness, deficiency or finding write-ups, remediation retest, or audit report summaries for management or the audit committee. Guides assurance engagements—scoping, framework mapping (COSO, COBIT concepts, SOC 2 trust criteria), design vs operating effectiveness, sampling, ITGC themes (access, change, operations), vendor audit coordination, and governance reporting—not penetration testing (security-engineer, ai-redteam), building controls from scratch (compliance-engineer), legal interpretation (commercial-counsel), PCAOB financial statement audit detail, or blockchain investigation.

A skill that generates HTML presentation slides. Supports the Kanagawa theme, GSAP animations, and 23 slide types. Standard interactive features include hover effects and tooltips, recommends free CDN icons (FontAwesome 6 Free), and outputs a single-file HTML that can be deployed to GAS (Google Apps Script). Anchors: • Presentation Zen (Garr Reynolds) / Application: slide composition / Purpose: the principle of one message per slide • GSAP 3.x / Application: animations / Purpose: enter/leave animations per slide type • Kanagawa Color Scheme / Application: theme / Purpose: a consistent color palette • FontAwesome 6 Free / Application: icons / Purpose: free CDN, 2000+ icons, brand logos supported Trigger: Use when a user requests creating HTML presentation slides, generating slide decks, or building animated presentations with the Kanagawa theme. Keywords: presentation, slides, presentation slides, HTML slides, Kanagawa, presentation materials

This Skill should be used when defining contract-first API specifications with schemas, error handling, versioning, and consumer alignment for solution management.

Debug-first browser automation with always-on visibility. Console logs, network requests, and errors captured by default. Use when: browser, screenshot, debug web, verify UI, troubleshoot frontend.

Automatically backs up an opencode skill directory to a 'backups' subfolder as a versioned zip file.

Audits existing OpenCode skills for ASIS naming compliance, reports violations, and suggests compliant renames.

Implement test utilities that write test data to the source system and validate end-to-end read cycles.

Validate code changes by intelligently selecting and running the appropriate test suites. Use this when editing code to verify changes work correctly, run tests, validate functionality, or check for regressions. Automatically discovers affected test suites, selects the minimal set of venvs needed for validation, and handles test execution with Docker services as needed.

Work with the CWICR database across 9 languages. Cross-language matching, translation, and regional pricing.

Add, modify, or configure scanner types and columns in the InvestSarva trading dashboard. Use when adding a new scanner, changing scanner columns, modifying scanner filters, updating sort behavior, or wiring a scanner to a different data source. Triggers: "add scanner", "new scanner type", "change scanner columns", "fix scanner layout", "add column to scanner", "scanner not showing right data", or any scanner configuration task in ~/investsarva-dashboard.

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Teaches advanced data science techniques, including machine learning, data mining, and data visualization