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React Composition Patterns that Scale
Development
Reference for scalable React component design. Covers compound components, state management, and React 19 patterns to avoid prop proliferation.
Generate Publication-Ready TDA Figures
Development
Scaffolds publication-ready matplotlib figure code for topological data analysis (TDA), following established trajectory_tda/viz/ conventions for styles, colors, and sizes.
Brand Message System Architect
Content
Designs the durable brand message hierarchy: main narrative, three value pillars, per-persona proof points, and tagline. Seeds the narrative-registry canon.
Post CI Failures as PR Comments
DevOps
Sets up a composite GitHub Action that posts secret-scrubbed failure logs from Playwright/CI runs as PR comments, so agents can read failures without log access.
Fix Broken Links
DevOps
Process the broken links report, triage each link to the right fix strategy, and open an auditable PR. Verify each link before fixing and document exclusions.
Go Code Review
Development
Reviews Go packages for concurrency safety, error handling, idiomatic design, and performance.
Smart Search with BM25 Ranking
Productivity
Smart search with BM25 ranking. Queries the graph index first for relevance-ranked results, then falls back to grep for full-text content search. Supports filters like type, status, priority, and backlinks, plus shortcuts. Best for quickly finding notes in large Obsidian vaults.
Domain-Driven Design (DDD)
Development
Provides expert guidance on implementing Domain-Driven Design (DDD) patterns including bounded contexts, aggregates, value objects, and domain events. Helps model complex business domains, establish a ubiquitous language, and design strategic context maps to align software architecture with business logic.
Advanced TypeScript Patterns
Development
Write precise TypeScript with generic constraints, conditional types, mapped types, branded/nominal types, and discriminated unions.
Google Docstring Assistant
Development
Write Python docstrings following the Google Python Style Guide, using clear sections and examples.
PMOVES Model Registry
Data & AI
AI model registry with metadata management, HuggingFace enrichment, TensorZero config export, and GPU deployment tracking.
Open PR with pre-flight checks
Development
Push a branch and open a pull request after automatic pre-flight checks (build, clippy, tests, rebase).