Creates a clear problem framing document with user impact, business context, and success criteria.
Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard.
Design and implement formative, summative, and developmental evaluations using logic models and mixed methods
Agent skill for project-board-sync - invoke with $agent-project-board-sync
Analyze project state from .aiwg/ artifacts and provide contextual status with recommended next steps
Reviews and iterates on social media copy in album promo/ files.
Meta's 86M prompt injection and jailbreak detector.
Create a proto-persona from current research, market signals, and team knowledge.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through…
Biomedical literature mining using PubMed/MEDLINE for systematic review support
Guidance for working with Pulumi ESC (Environments, Secrets, and Configuration).
Implements push notifications across iOS, Android, and web using Firebase Cloud Messaging and native services.
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for…
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage…
Use this skill when reviewing Python code for common anti-patterns to avoid.
Use when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data…
Query the Pulumi Context API, a graph query interface over an organization's infrastructure in Pulumi Cloud.
Answer questions about the project structure, documentation, or external topics without coding
Generate speech audio from text using Qwen3 TTS, or clone a voice from reference audio.
Batch embedding generation with caching, rate limiting, and multiple provider support
Use when adding Tiptap rich text editing with debounced autosave to Rails models.