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Found 2,225 Skills
Turn a promising ML/AI research idea into a precise algorithm or method design before implementation. Use this skill whenever the user has an idea or project direction and wants to design the actual method, objective, architecture, inference procedure, assumptions, failure modes, ablations, implementation handoff, or method section plan before coding or experiment design.
Map, analyze, and redesign the systems behind product experiences. Part of the Intent design strategy system. Creates service blueprints, ecosystem maps, process architecture, and dependency diagrams. Understands how services, teams, tools, and data flows connect to produce (or fail to produce) user outcomes. Proposes structural changes to how products and services are organized. Trigger on: service blueprints, system maps, process architecture, actor/role mapping, dependency analysis, cross-functional workflows, operational design, "how does this system work?", "what breaks when X happens?", "map out the service", "where are the dependencies?", or any question about the structural machinery behind a product experience. Use this skill broadly — whenever someone needs to understand or redesign how a system works, not just what a user sees.
Review the diff between the current branch and main as a senior developer. Analyzes architecture, coding standards, security, performance, and correctness. Use when user says 'review my code', 'pre-PR review', 'review diff', 'code review before PR', 'check my changes', or 'senior review'. Do NOT use for only running tests (use a test skill), only linting (use a lint skill), or full PR preparation (use create-pr).
Design the structure of a website or product including sitemap, navigation, URL structure, content types, taxonomy, and labeling. Use this skill whenever the user asks to plan a sitemap, design navigation, structure URLs, define content types, build taxonomies, design site search, or organize content at the system level. Triggers on sitemap, site structure, navigation, IA, information architecture, URL structure, content types, taxonomy, categorization, breadcrumbs, hub pages, faceted navigation, site search, labeling. Also triggers when content is being created without a structural plan, or when an existing site's structure is being audited or restructured.
AI-powered image generation for Salesforce visuals via Nano Banana Pro. Use this skill when the user needs rendered PNG/SVG output such as visual ERDs (Entity Relationship Diagrams), UI mockups, wireframes, or architecture illustrations. TRIGGER when: user asks for PNG/SVG output, UI mockups, wireframes, visual ERDs, or says "generate image" / "create mockup". DO NOT TRIGGER when: text-based Mermaid diagrams (use generating-mermaid-diagrams), or non-visual documentation tasks.
Expert guidance on AI Agent Harness architecture based on the comprehensive Claude Code analysis book
Use this skill when > Conduct a comprehensive plan or design stress-test through systematic questioning. Interviews relentlessly about every decision point, resolves interdependencies progressively, and traverses the complete decision tree. Use when thoroughly vetting a proposal, design, or architecture before committing to it.
Route durable graph-building requests into one honest mode: assistant-native install, local Python build, incremental refresh, graph query follow-up, or a graphify-style structural fallback for markdown-heavy corpora. Use when the user wants `GRAPH_REPORT.md`, `graph.json`, `graph.html`, repo/corpus relationship tracing, mixed code+docs+asset graphing, or graph-backed architecture understanding that should persist across sessions. Route simple locate/reference work to `codebase-search`, narrative knowledge-base work to `llm-wiki`, and project-memory handoff to `opencontext`.
Write and research technical documentation. Cover information architecture, style guides, API documentation, user research, content strategy, and documentation operations. Triggers on "write technical documentation", "create API docs", "developer tutorial", "information architecture", "style guide", "content strategy", "documentation audit", "user research", or "technical writing". Developer learning programs and curriculum: developer-education-lead.
Guides enterprise-scale cloud architecture—multi-BU landing zones and federation, cloud Center of Excellence governance, enterprise agreement and commit strategy, org-wide FinOps and chargeback, regulated-workload patterns (residency, segmentation), hybrid integration with identity and ERP, and architecture review board standards for large organizations. Use when designing cloud at hundreds of accounts, steering CCoE policy, EA/MACC optimization, sovereign or regulated cloud placement, or executive cloud governance—not for single-product cloud designs (cloud-architect), hands-on service config (cloud-engineer), SOC 2 evidence automation (compliance-engineer), general cross-domain ADRs (senior-system-architecture), or enterprise AI copilot architecture (applied-ai-architect-commercial-enterprise), or VP-level cloud program portfolio and board narratives (vp-of-cloud).
Guides commercial contract review and negotiation support for B2B agreements—MSAs, SaaS/order forms, vendor and customer contracts, DPAs, SLAs, limitation of liability, indemnity, IP, payment terms, and redline/issue logs with business impact notes. Use when reviewing or negotiating commercial terms, comparing vendor or customer paper, drafting negotiation positions, or triaging contract risk before sign-off—not for SOC/ISO GRC programs or vendor questionnaire ops (compliance-specialist), technical audit evidence (compliance-engineer), revenue recognition under ASC 606 (senior-revenue-accountant), or product requirements (business-analyst), strategy (business-consultant). Corporate/board: corporate-counsel. AI architecture for contract review: applied-ai-architect-commercial-enterprise. M&A economics mandate: transaction-principal. Drafting assistance only; human counsel must approve.
Guides technical program management—multi-team initiatives with dependencies, milestones, RAID tracking, launch readiness, stakeholder status, and cross-functional coordination across engineering, product, and infrastructure (not application code or BRDs). Use when running a technical program, dependency maps, milestones, exec status, or unblocking cross-team delivery—not for requirements (business-analyst), rollout (deployment-strategist), CI/CD (devops), data roadmaps (data-manager), or single-team delivery (fullstack-software-engineer). Incidents: incident-management-engineer. Architecture: senior-system-architecture. Strategy: business-consultant. Comms: communication-lead. DC site build: data-center-design-execution-lead. DC portfolio: data-center-portfolio-planning-execution-lead. M&A/financing deal execution and closing matrix: transaction-manager. Exec/VIP and community customer escalations: community-executive-escalations-program-manager. CVD/disclosure: technical-program-manager-security-cvd.