verification-loop
7-phase .NET verification pipeline with structured PASS/FAIL reporting. Ensures every change is build-verified, diagnostics-clean, anti-pattern-free,…
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Updated 11-05 00:16
39,553 results
7-phase .NET verification pipeline with structured PASS/FAIL reporting. Ensures every change is build-verified, diagnostics-clean, anti-pattern-free,…
Use when the user wants to formalize delivery work, create or resume planning artifacts, or plan a request with open design decisions. Do not use for…
Map an authorized target into evidence-backed contracts and produce a recon report an implementer can build from. Use for web or mobile APIs, login portals,…
Use when writing or modifying Python plotting code that imports `ultraplot` (a matplotlib wrapper / maintained proplot fork) — building figures with…
Assist developers in writing clean, maintainable code following software engineering best practices. Use when conducting code reviews, refactoring code,…
Develop, optimize, and validate DAX measures, calculation groups, visual calculations, field parameters, dynamic format strings, time intelligence,…
Unified Python interface to 40+ bioinformatics services (UniProt, KEGG, ChEMBL, Reactome, PSICQUIC). Best for cross-database analysis, ID mapping, and…
Fast CLI/Python queries to 20+ bioinformatics databases. Gene info, BLAST, AlphaFold structures, enrichment analysis, single-cell data, disease associations.…
Turn any codebase or automation implementation into a beautiful, interactive single-page HTML demo deck for non-technical buyers and decision-makers. Use this…
Opinionated production Python standards with automatic version detection (3.10-3.13). Use when writing, reviewing, or refactoring Python in repos that want…
[Implementation] Implement a feature automatically (trust me bro)
Vite build optimization expert with deep knowledge of ESM-first development, HMR optimization, plugin ecosystem, production builds, library mode, and SSR…
CRITICAL guideline - Never introduce breaking changes to the private API without explicit user approval. Always warn and ask for validation first.
TypeScript best practices, strict typing patterns, and type safety strategies. Use when implementing TypeScript code with focus on type correctness and…
Constraints for writing and editing code with discipline — favor minimal code, architectural naming, decoupled responsibilities, separation of capability…
Update workspace packages while respecting the repo's pinned package list in .ncurc.cjs. Use when the user asks to update dependencies or refresh package…
Execute `specs/*.md` plans through working checkpoints. Use when the user says "execute this spec", "implement this plan", "run the spec", or points at a spec…
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or…
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering,…
Day.js (lightweight date/time library, Moment.js-compatible API) reference. parse, format, manipulate (add / subtract / startOf / endOf), query (isBefore / isAfter / isSame), duration,...
OCRmyPDF Python API and plugin skill — use OCRmyPDF programmatically from Python, integrate with applications, and extend with plugins (EasyOCR, PaddleOCR,…
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
Use this skill when committing code changes, creating git commits, staging files for commit, or when the user asks to commit, save changes, or make a commit.…