行動開發

Create webhook handlers for Frappe integrations. Use when implementing webhooks, event-driven integrations, or external system notifications.

Monitor orchestrator performance, track prompt enhancement scores, detect workflow bottlenecks, and export metrics to PostgreSQL with WebSocket broadcasting. Keywords - monitoring, metrics, performance, observability, track metrics, workflow bottleneck, performance monitoring, orchestrator metrics

Use when creating new skills, editing existing skills, testing skills with pressure scenarios, or verifying skills work before deployment - applies TDD to process documentation by running baseline tests, writing minimal skill, and closing loopholes until bulletproof against rationalization

Comprehensive mobile development guide for iOS, Android, React Native, and Flutter. Includes Swift, Kotlin, and cross-platform frameworks. Use when building mobile applications, iOS, Android, or cross-platform apps.

Map design trade-offs across dimensions when choosing between approaches. Use when: (1) asked to compare approaches, identify trade-offs, weigh pros and cons, or clarify what would be sacrificed by a choice, (2) recommending an approach based on a single criterion without acknowledging what it sacrifices, (3) presenting multiple options but only listing features rather than explaining what each optimizes for and costs, (4) deep in implementation details before establishing what qualities actually matter for the decision, (5) a solution reveals significant downsides that trade-off analysis should have predicted, (6) treating design choices as objectively right or wrong rather than as positions in a trade-space

Threat modeling methodologies using STRIDE, attack trees, and risk assessment for proactive security analysis. Use when designing secure systems, conducting security reviews, or identifying potential attack vectors in applications.

Apply when writing Supabase client queries for CRUD operations, filtering, joins, and real-time subscriptions.

Analyze coordination patterns, handoff mechanisms, and state sharing in multi-agent systems. Use when (1) understanding how agents transfer control, (2) evaluating shared vs isolated state patterns, (3) mapping communication protocols between agents, (4) assessing multi-agent orchestration approaches, or (5) comparing coordination models across frameworks.

Figma design file access via MCP providing 18 tools for file retrieval, image export, component/style extraction, team management, and collaborative commenting. Accessed via Code Mode for token-efficient workflows.

Track skill usage in real-time as reasoning unfolds to maintain visibility into your current cognitive approach Use when: (1) asked to review which reasoning skills are being applied in the active session, (2) during multi-skill reasoning to understand what approach is currently being taken, (3) when you want visibility into which thinking patterns are being applied right now, (4) while using 3 or more skills to track the unfolding sequence

Defines Android/Kotlin coding conventions for the project. Includes naming rules, forbidden patterns, preferred practices, and code style guidelines. Use when writing code to ensure consistency. Use when user mentions: 네이밍, 컨벤션, 코딩 규칙, 스타일 가이드, 금지 패턴, 권장 패턴, 이름 규칙, 코드 스타일, 컨벤션 확인, 네이밍 규칙.

Calculate entropy metrics for symbolic mapping and semantic drift.

Automatically detect false positive patterns in detections using deterministic analysis. Fetches historic detections for a time window, runs pattern detection script to identify noisy patterns (single-host concentration, identical command-lines, service accounts, same hash, temporal periodicity, etc.), generates narrow FP rules for each pattern, and presents for user approval before deployment. Use for bulk FP tuning, detection noise analysis, or automated alert fatigue reduction.

Natural language wrapper for ContextKit planning commands - automatically triggers /ctxk:plan commands when users request planning assistance

Understand the defense-in-depth security architecture of Secure Vibe Coding OS. Use this skill when you need to understand the overall security approach, the 5-layer security stack, OWASP scoring, or when to use other security skills. Triggers include "security architecture", "defense in depth", "security layers", "how does security work", "OWASP score", "security overview", "security principles".

Use this skill ONLY after a plan has been APPROVED by both the `iac-security-auditor` skill and the human user. This skill safely applies a confirmed terraform plan.

Use when verification passes and human judgment is needed - presents demo scripts, specific checkpoint questions, and captures approval decisions. This is for VALIDATION (human decides), not verification (AI executes) or review (AI inspects).

Transforms rough work notes into professional competency document mapped to company competency model (CL, TW, A&D, COMM, CS, PE, M, TS). Use when documenting work for performance reviews, promotion discussions, or mapping activities to competencies.

Generate Frappe Workflows for document state management and approvals. Use when creating approval workflows, state transitions, or multi-step document processes.

Generate comprehensive end-user documentation from application codebases