Comprehensive context management strategies for cost optimization and infinite-length conversations. Covers server-side clearing (tool results, thinking blocks), client-side SDK compaction (automatic summarization), and memory tool integration. Use when managing long conversations, optimizing token costs, preventing context overflow, or enabling continuous agentic workflows.

AWS Controllers for Kubernetes (ACK) for Kubernetes-native AWS resource management. Use when managing AWS resources via kubectl, implementing GitOps for infrastructure, creating self-service developer platforms, integrating AWS services with EKS workloads, or adopting existing AWS resources into Kubernetes.

Manage checkpoints for rollback capability. Use when creating save points, rolling back changes, managing recovery points, or restoring previous states.

Guides users through the V-Model workflow: takes stock of the current project state, recommends the next phase skill, audits handoff entries for completeness, and runs the Closing Handoff after a successful security audit. The guide does not perform CRUD work on artifacts; every concrete change lives in the phase skill it dispatches to. TRIGGER when the user asks "where do I start", "what comes next", "I am lost in the workflow", "which phase fits", "wo bin ich gerade", "wo soll ich anfangen", "was kommt jetzt", or explicitly requests the V-Model overview or end-to-end orientation. DO NOT trigger for individual phase work (use the specific phase skill instead: business-analysis, requirements-engineering, architecture, coding, testing, security-audit), generic mentions of "workflow", "process", or "next step" inside an already-running phase skill, or when a phase skill is already active.

Respond with a friendly greeting. Use when the user says hi, hello, greets the agent, or asks to be greeted.

Design a dynamic research team and plan using agent teams -- analyzes question, composes team, creates executable research plan. Use when the user wants to plan multi-agent research on a question or topic, or invokes /prp-research-team.

Interactive PRD generator - problem-first, hypothesis-driven product spec. Use when the user wants to create a PRD, write a product or feature spec, scope a new product, or invokes $prp-prd.

Review or implement security measures for the Static Web Server (SWS) project — path traversal prevention, TLS, security headers, CORS, and input validation

Scaffold a new PortalJS data portal from a brief. Copies the canonical template from examples/portaljs-catalog and substitutes project tokens. Use when starting a brand-new data portal project from scratch.

Use this skill when preparing a release bump or updating release notes. It writes a launch-style release story from the actual change set, then runs `cargo bump` so the generated GitHub notes and the marketing copy land together in `CHANGELOG.md`.

This skill should be used when the user asks to add or modify an "LLM provider", "model routing", "OAuth flow", "auth token handling", "provider config", or "fallback chain". Enforces provider integration completeness across config, routing, docs, and verification.

This skill should be used when the user asks to change "Slack adapter", "Telegram adapter", "Discord adapter", "Webhook adapter", "status delivery", "message routing", or "delivery receipts". Enforces cross-adapter parity and explicit delivery semantics.

Use when assessing regime stability by distinguishing 土崩 (popular uprising from mass discontent) versus 瓦解 (elite rebellion with military resources). Prioritizes popular sentiment analysis over elite threat management.

Use when facing public criticism or accusations in a political or organizational context. Guides officials to preserve reputation through humble acknowledgment, symbolic authority surrender, and strategic resignation offers rather than retaliation.

Use when experiencing talent attrition or when followers perceive hypocrisy between stated values and leader behavior. Diagnoses the root cause through direct inquiry, then requires a visible personal sacrifice to demonstrate that talent is valued above personal pleasures or possessions.

Use when managing follower loyalty during adversity or processing feelings of betrayal after supporters depart. Applies the marketplace analogy (dawn crowds vs. dusk emptiness) to reframe departures as natural human behavior rather than personal betrayal, enabling magnanimous leadership.

Use when building multi-state coalitions or diplomatic alliances against a dominant threat. Applies Su Qin's 合纵 strategy — analyzing each party's geography, military strength, and fears, then proposing concrete mutual defense terms with specific obligations per member.

Use when evaluating territorial concessions or appeasement strategies against aggressive neighbors. Applies the 抱薪救火 (carrying firewood to extinguish fire) framework to expose why each concession emboldens further demands and weakens negotiating position.

Use when analyzing feudal power structures or ranking noble titles. Classifies ranks using the Zhou dynasty five-tier system (公侯伯子男) and determines appropriate land grants based on merit, lineage, and strategic need.

AWS cloud patterns for Lambda, ECS, S3, DynamoDB, and Infrastructure as Code with CDK/Terraform