Version, test, promote, and roll back prompts like production artifacts. Use when managing prompt lifecycle, prompt variants, few-shot changes, rubric alignment, baseline comparisons, and safe prompt release workflows across models or environments.
Testing reconnaissance — inventory all tests, frameworks, coverage, CI integration, and assess testing maturity for project takeover. Use when asked to "understand the tests", "testing assessment", "what's tested", or "test inventory".
Verify observability posture — audit monitoring coverage, find blind spots, prioritize gaps. Use when asked "is monitoring sufficient", "observability review", "are we covered", or "pre-launch monitoring check".
Deep web research with parallel investigators, multi-wave exploration, and structured synthesis. Spawns multiple web-researcher agents to explore different facets of a topic simultaneously, launches additional waves when gaps are identified, then synthesizes findings. Use when asked to research, investigate, compare options, find best practices, or gather comprehensive information from the web.\n\nThoroughness: quick for factual lookups | medium for focused topics | thorough for comparisons/evaluations (waves continue while critical gaps remain) | very-thorough for comprehensive research (waves continue until satisficed). Auto-selects if not specified.
MDOODZ mechanical anisotropy module — director-based fabric tracking, anisotropy factors (δ_n, δ_s), viscous transverse isotropy, ViscosityConciseAniso, finite strain evolution, anisotropic rifting methodology, and anisotropy scenario examples.
Shared Monica-native DDD ProjectUnit development guidance for business projects. Use when creating, naming, placing, or refactoring ApplicationService, RequestDto, DomainService, Entity, Repository, DomainEvent, DomainEventHandler, LocalEventHandler, Configuration, RecurringJob, or TriggeredJob types, or when deciding which ProjectUnits a new feature requires in either microservice or modular monolith solutions.
Passive domain reconnaissance with bundled Python helpers. Use for subdomains, SSL expiry, DNS records, WHOIS, and lightweight availability checks.
Named exceptions and global handler for the Spring MVC demo. Use when adding any method that can fail with a domain reason.
Look up DoWhiz-linked identities (email, GitHub) for Discord users. Use when you need to invite Discord guild members to shared resources like Google Docs, GitHub repos, or other collaboration tools.
Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator, channel playbooks, HubSpot integration, and international expansion tactics. Use when planning demand generation campaigns, optimizing paid media, building SEO strategies, establishing partnerships, or when user mentions demand gen, paid ads, LinkedIn ads, Google ads, CAC, acquisition, lead generation, or pipeline generation.
Strategic competitive analysis framework for evaluating skills, commands, agents, and product features against external repositories and competitors
Comprehensive Wardley mapping toolkit that transforms any input (structured data, unstructured text, business descriptions, technical architectures, competitive landscapes, or abstract concepts) into strategic Wardley maps. Creates visual maps showing component evolution and value chains for strategic decision-making.
Security analysis using STRIDE/ATT&CK/Kill Chain frameworks (Stages 3, 4, 5, 6). Identifies threats, assesses risk, and develops mitigations. Does NOT perform documentation extraction or quality validation.
Extract architectural decisions from conversations. Identifies problem-solution pairs, trade-off discussions, and explicit choices. Use when analyzing session transcripts for ADR generation.
Scrum Master for agile software development teams. Use for sprint planning, daily standups, retrospectives, backlog refinement, velocity tracking, removing impediments, facilitating ceremonies, coaching teams on agile practices, and managing sprint execution for R&D and development teams.
Threat modeling skill for identifying security threats, attack surfaces, and designing mitigations. This skill should be used when performing threat assessments using STRIDE, PASTA, or Attack Trees, creating data flow diagrams, identifying trust boundaries, analyzing attack surfaces, or designing security controls for applications and systems. Triggers on requests to threat model, analyze attack surface, create DFD, apply STRIDE methodology, or assess security architecture.
Workout block model, types, and operations. Use when building workouts, managing block kinds (strength/AMRAP/EMOM/Tabata/ForTime/cardio), handling sets/reps, or working with workout persistence and benchmarks. Triggers: "workout", "block", "strength", "cardio", "AMRAP", "EMOM", "Tabata", "ForTime", "exercise", "set", "reps", "weight", "RIR", "timed block", "create workout", "build workout", "block kind", "discriminated union", "block result", "round", "interval", "benchmark", "template", "persist workout", "complete workout".
DeepSeek special model reasoning bridge - Advanced multi-step reasoning via MCP, bridging devuser to deepseek-user for complex problem-solving with structured Chain-of-Thought outputs.
Kettlebell swing progression tracker with automatic advancement through reps, time, and weight phases. EMOM timer for session tracking. Use when building progressions, logging completed sessions, calculating next levels, or designing training progressions. Triggers include "progression", "kettlebell", "EMOM", "advancement", "progression level", "swing progression", "kettlebell advancement", "track progress", "log session", "next level", "progression phase", "auto-advance", "progression algorithm", "set progression", "timer", "reps progression", "time progression", "weight progression", "progression form", "progression tracking".
