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ngpestelos

Systematic methodology for debugging pagination issues in API integrations, especially when switching between API versions or endpoints. Auto-activates when pagination stops early, returns duplicate results, or fails to iterate through complete datasets. Covers cursor-based vs page-based pagination, API response structure verification, and efficiency optimization. Trigger keywords: pagination bug, API not paginating, stuck at one page, cursor pagination, nextPageCursor, page-based pagination. (project)

grimmolf

Practice radical candor by delivering only verified, tested code with data-backed decisions, immediate problem flagging, and honest status communication. Use this skill when making claims about code behavior, reporting system status, identifying risks, documenting missing coverage, or challenging assumptions. Applies to all development activities requiring factual accuracy, evidence-based assertions, gap ownership, and closing the loop on delivered work through validation and independent review.

WeaveITMeta

Runs SpatialVortex benchmarks (flux position accuracy, ELP accuracy, sacred boost verification, geometric reasoning, humanities final exam, performance benchmarks), compares to SOTA/baselines (GPT-4, Claude 3, BERT), generates markdown reports/tables with scores (e.g., 95% accuracy, 111.1% improvement, latency), and suggests optimizations. Automatically invoked for run benchmarks, benchmark SpatialVortex, compare flux accuracy, eval geometric reasoning, check ASI progress, submit results. Uses Rust benchmark suite (cargo run --bin run_benchmarks), saves JSON outputs, and prepares for GitHub PR or PapersWithCode upload.

barateza

Project and feature planning with 4 phases - Specify, Design, Tasks, Implement+Validate. Creates atomic tasks with verification criteria and maintains persistent memory across sessions. Stack-agnostic. Use when: (1) Starting new projects (initialize vision, goals, roadmap), (2) Working with existing codebases (map stack, architecture, conventions), (3) Planning features (requirements, design, task breakdown), (4) Implementing with verification, (5) Tracking decisions/blockers across sessions, (6) Pausing/resuming work. Triggers on initialize project, map codebase, specify feature, design, tasks, implement, pause work, resume work.