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Transform text into a personal writing style. Use when asked to "rewrite in my style", "make this sound like me", "my style", "make it mine", "transform this", "rewrite as me", "sound like me", "use m…
Use when updating GitHub PR title or body. Works around the gh pr edit GraphQL bug caused by GitHub's Projects Classic deprecation.
Use when making high-stakes decisions under uncertainty that require stakeholder buy-in. Invoke when evaluating strategic options (build vs buy, market entry, resource allocation), quantifying tradeof…
Use when evaluating business model viability, analyzing profitability per customer/product/transaction, validating startup metrics (CAC, LTV, payback period), making pricing decisions, assessing scala…
Use when managing multiple initiatives across time horizons (now/next/later, H1/H2/H3), balancing risk vs return across portfolio, sizing and sequencing bets with dependencies, setting exit/scale crit…
Use when you've identified candidate symmetries and need to map them to mathematical groups for architecture design. Invoke when user mentions cyclic groups, dihedral groups, Lie groups, SO(3), SE(3),…
CX workflow - Architecture Decision Record. It may be triggered when the user mentions 'architecture decision', 'technology selection', 'ADR', 'why choose X', or 'architecture solution comparison' (us…
CX Workflow - Help and Usage Guide. Show available commands, current workflow status, and an overview of the entire workflow. Trigger words: help, how to use, workflow, commands, how to start, guide. …
Clean Architecture + CQRS (MediatR) for .NET backend APIs. Builds and maintains APIs with vertical slice (Features), Commands/Queries, handlers, validators, repositories. Use when creating or refactor…
Use when making predictions or judgments under uncertainty and need to explicitly update beliefs with new evidence. Invoke when forecasting outcomes, evaluating probabilities, testing hypotheses, cali…
Use when testing plans or decisions for blind spots, need adversarial review before launch, validating strategy against worst-case scenarios, building consensus through structured debate, identifying …
Use when managing project uncertainty through structured risk tracking, identifying and assessing risks with probability×impact scoring (risk matrix), assigning risk owners and mitigation plans, track…
Use when testing ideas cheaply before building (pretotyping with fake doors, concierge MVPs, paper prototypes) to validate desirability/feasibility, choosing appropriate prototype fidelity (paper/clic…
Use when developing business strategy (market entry, product launch, geographic expansion, M&A, turnaround), conducting competitive analysis (profiling competitors, assessing competitive threats, Port…
CX Workflow - Bug Fix. Triggered when the user mentions 'fix bug', 'fix', 'there is an issue', 'error reporting', 'not working', 'something went wrong', 'repair', 'debug'. Lightweight process: Investi…
CX workflow - Task execution and contract validation. Triggered when the user mentions 'execute task', 'start development', 'implement feature', 'write code', 'continue working', 'next task'. 5-step p…
Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making
Use when designing visual interfaces, data visualizations, educational content, or presentations and need to ground decisions in cognitive psychology principles — perception, attention, memory, Gestal…
Use when designing embedding strategies that fuse semantic and structural information for knowledge graphs. Invoke when user mentions node embeddings, structural embeddings, semantic embeddings, contr…
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 resources across ini…
Use when ML engineers need to identify symmetries in their data but don't know where to start. Invoke when user mentions data symmetry, invariance discovery, what transformations matter, or needs help…
CX workflow - Configuration management. View and modify configuration fields in config.json, such as developer_id, github_sync mode, code review switch, agent team mode, auto formatting, etc. Trigger …
CX workflow - Project initialization. Configure developer information (developer_id), GitHub sync mode, directory structure creation, hooks installation, and intelligent appending of CLAUDE.md. Trigge…
CX Workflow - Progress Check. Reads the current active features and task statuses from local configuration, displaying completion progress, details of the current task, and recent fix records. Trigger…