Use before claiming repo work is done, fixed, passing, reviewed, ready, resolved, clean, safe to merge, mergeable, or complete; calibrates…
Select and execute the verification that actually proves the change works, based on what type of change it is.
Extracts and verifies the runnability and code coverage of all Python code blocks inside a Markdown file.
Use for a technical incident, disputed diagnosis, bug fix, or claim that a change works.
Verify a test-program change or conclusion through fresh deterministic evidence and iterative repair.
Verify a claim with fresh local evidence: restate it falsifiably, capture baseline and treatment, compare artifacts, and return VERIFIED…
Use when implementing or reviewing UI against Figma, screenshots, design tokens, or an existing component system.
How to check that a Minecraft plugin actually works on a running Paper/Purpur server using VitaminMCP - connecting a session, reading…
Boolean logic and digital circuits with exact results — truth tables, minimal simplification, Karnaugh maps, normal forms…
Semantic version parsing, bump strategies, and document version management.
Preliminary filter for any criminal action: establishes jurisdiction, the applicable procedure according to the date of the events, the…
Use when designing APIs or module boundaries — contract-first, Hyrum Law, error semantics.
Use when making CEO decisions — vision, market, and organizational strategy.
Use when agent sessions generate long histories, context window limits are hit, or you need to preserve decisions and artifact trails…
Use when making architectural decisions, changing APIs, or shipping features — write Architecture Decision Records and API docs that…
Orchestrates multi-agent short-video production pipelines with automated asset generation, quality inspections, and defect detection.
Use when drafting IEEE VIS author responses across the two-phase review, covering the first-round reviewer discussion, and — distinctively…
Use when a PVLDB paper receives a revision verdict and the response package must be built, covering the one-shot revision rule, the…
VP of Engineering advisory for startups: delivery throughput (DORA 4 metrics + bottleneck identification), engineering hiring funnel…
Use when Vue 3 Composition API with reactive refs, computed, and composables.
Minimal pre-launch landing with email capture, brand logo, and optional decorative layer.