Use when conducting sprint retrospectives, project post-mortems, weekly reviews, quarterly reflections, after-action reviews (AARs), team health checks, process improvement…
Build a weekly cadence of customer touchpoints using Opportunity Solution Trees, assumption mapping, and interview snapshots.
Deliberately attack your own plans, systems, and assumptions to find weaknesses before adversaries or reality does.
Use when designing embedding strategies that fuse semantic and structural information for knowledge graphs.
Deep GitHub Actions workflow expert. Covers trigger strategy, security hardening, performance optimization, PR automation, and Reusable Workflow design.
Manage this repository as the user's universal AI setup hub for OpenSkills, source repo inventory, bootstrap scripts, skill audits, and cross-agent operating rules.
Guides assessment of third-country adequacy decisions under GDPR Article 45 for international data transfers.
Guides the end-to-end GDPR Data Protection Impact Assessment process under Article 35, including mandatory trigger identification per Art.
A comprehensive metacognition and meta-thinking skill for monitoring, evaluating, and improving one's own thinking processes in real-time.
Conducts Data Protection Impact Assessments for AI and ML systems per EDPB Guidelines 04/2025 on AI processing.
Use when developing business strategy (market entry, product launch, geographic expansion, M&A, turnaround), conducting competitive analysis (profiling competitors, assessing…
Count lines of code, analyze codebase size and composition, compare code between versions. Use when the user asks about lines of code, codebase size, language breakdown, or code…
Use before the five-agent-dev-team Captain Integrator merges, rebases, labels ready-to-merge, pushes main, or advances main build state.
Generate structured decision-making tools — step-by-step guides, bias checkers, scenario explorers, and interactive dashboards.
Guides development and approval of Binding Corporate Rules under GDPR Article 47 for intra-group international data transfers. Covers Art.
Guides creation of organisational privacy policy hierarchy aligned to GDPR chapters including top-level policy, supporting procedures, operational guidelines, and training…
Technical architecture guide for building a multi-purpose consent preference center. Covers per-purpose granularity, easy withdrawal under Article 7(3), version history, audit…
Best practices for using the gws CLI with supported Google Workspace services (Drive, Docs, Sheets, Slides). Use when performing any operation with the gws CLI.
Use when ranking backlogs, deciding what to do first based on effort vs impact (quick wins vs big bets), prioritizing feature roadmaps, triaging bugs or technical debt, allocating…
Use when teams need shared direction and decision-making alignment. Invoke when starting new teams, scaling organizations, defining culture, establishing product vision, resolving…
Create beautiful printable foldable greeting cards (birthday, thank you, etc.) as PDFs. Use when the user asks to make, design, or create a printable card, greeting card, birthday…
Imagine a project has failed and work backward to identify why. Use at project kickoffs, before major decisions, or when optimism may be obscuring risks.
Evaluates anonymization as a retention alternative under GDPR Recital 26, applying the WP29 Opinion 05/2014 techniques including randomization and generalization.
Apply TRIZ (Theory of Inventive Problem Solving) methodology to resolve technical contradictions and find innovative solutions.
Use when the user asks for GBrain, personal knowledge brain setup, brain-first retrieval, local PGLite brain, hybrid RAG search, gbrain import/query/sync/embed, GBrain skills,…
Implements HIPAA breach notification requirements under 45 CFR §164.400-414. Covers individual notification within 60 days, HHS reporting thresholds (500+ immediate, under 500…
The master conductor for all 630+ installed skills. Activates automatically on every task to determine which skills to apply, in what order, and how to combine them.
Classify problems by complexity domain (clear, complicated, complex, chaotic) and match approach to domain. Use for choosing methodologies, problem framing, and process design.
Use when you need to choose the right visualization for your data and question, then create a narrated report that highlights insights and recommends actions.
Multi-perspective deliberation (Logos/Pathos/Sophia) for architecture arbitration, trade-offs, Go/No-Go, and strategic decisions. Does not write code.
Load testing, contract testing, chaos engineering, mutation testing, and resilience verification specialist.
Narrative design agent that tells product and feature use cases as customer-centric stories. Use when customer experience storytelling, scenario stories, or product narratives are…
Classifies sensitive data in AI/ML training datasets including bias detection for Art. 9 categories, data card documentation, provenance tracking, and consent verification for…
Extract brand tone and generate multi-version brand narratives and naming proposals
Analyze problems as interconnected systems with feedback loops, emergent behavior, and non-linear effects.
Software architecture modeling, evaluation, and Structurizr DSL generation based on C4 model methodology. Use when C4 model design or visualization is needed.
Evaluates and implements age estimation and verification technologies for online services. Covers facial age estimation, digital ID verification, self-declaration with risk…
Manus API compatibility adapter. Manage tasks, projects, and other data in Manus via API, or create Manus tasks programmatically when a workflow specifically needs Manus-hosted…
Threat modeling methodologies using STRIDE, attack trees, and risk assessment for proactive security analysis.
Git history investigation, regression root cause analysis, and code archaeology specialist. Time-travels through commit history to uncover truth.
Guides internal privacy audit program design and execution including risk-based audit planning, scope definition, fieldwork procedures, finding classification, evidence gathering,…
Use when evaluating GraphRAG system quality across knowledge graph completeness, retrieval relevance, answer correctness, and reasoning verification.
Evaluate decisions by what you give up, not just what you gain. Use for resource allocation, prioritization, build vs. buy choices, and technical debt evaluation.
Enhanced root cause analysis with explicit bias guards and stopping criteria. Use for incident post-mortems, bug investigations, and process failures where standard 5 Whys might…
Recognize limits of mental models and diagrams. Use when models diverge from reality, debugging expectation mismatches, or questioning abstraction accuracy.
Use when working with the local everything-claude-code integration, upstream docs, selective install plans, Claude plugin wiring, or ECC portable skills/rules.
Express confidence in ranges, update predictions with new information, and track calibration over time.
Build in buffers for unknown unknowns and don't optimize to the edge. Use for capacity planning, deadline estimation, architecture design, and risk management.
Use when designing organizational structure (team topologies, Conway's Law alignment), mapping stakeholders by power-interest for change initiatives, defining team interface…
Improve by removal rather than addition. Focus on what to stop doing, eliminate the negative, and subtract complexity.
Generates folder structures, module contracts, middleware pipelines, and frontend/backend boundaries for TypeScript full-stack applications.
Test ideas through hypothetical scenarios when empirical testing is impractical. Use for architecture evaluation, edge case analysis, ethics considerations, and strategy…
Use when designing and building knowledge graphs from unstructured data. Invoke when user mentions entity extraction, schema design, LPG vs RDF, graph data model, ontology…
Secure coding practices and defensive programming patterns for building security-first applications. Use when implementing authentication, handling user input, managing sensitive…
Systematic rational process for complex problem analysis, decision making, and risk assessment. Use for high-stakes engineering decisions, root cause analysis beyond 5 Whys, and…
Comprehensive security assessment and remediation. Use for security reviews, compliance checks, vulnerability assessments.
Use when making messages more memorable or persuasive using the SUCCESs framework. Invoke when user mentions stickiness, making ideas stick, memorable messaging, persuasion, the…
Apply parsimony principle to prefer simpler explanations with fewer assumptions. Use for hypothesis selection in debugging, architecture decisions, and choosing between competing…
Guides continuous privacy compliance monitoring implementation including automated control testing, evidence collection automation, real-time compliance dashboards, alert-based…
Use when content must be translated between audiences with different expertise, context, or goals while preserving accuracy but adapting presentation.