Clean training loops with built-in distributed support.
Autonomous multi-app QA sweep that drives template apps with Playwright MCP.
Vector search engine for production RAG systems.
Start a Ralph Loop for iterative self-referential development.
React performance optimization guidelines from Mastra Engineering.
How to keep the UI in sync with agent changes via SSE plus polling fallback.
Create Phoenix release documentation grounded in actual code changes.
Generate formatted reports from data
Delegate noisy investigation to one or more subagents so the orchestrator's context stays clean, then work from the distilled answer.
Resolve Git merge conflicts by extracting only unresolved paths, conflict hunks, and compact diffs instead of loading whole files into…
Perform a read-only, defect-first review of a specified code change and return every actionable finding.
Review a pull request and emit a validated review payload.
Binding ultrawork mode directive for omo-senpi.
Idiomatic Rust patterns, ownership, error handling, traits, concurrency, and best practices for building safe, performant applications.
Run an autonomous, spec-driven development "saga" for medium-to-large features using an orchestrator agent and a fleet of worker subagents.
Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when…
Focused security audit of code, calibrated to surface real exploitable bugs and suppress theoretical findings.
Review Langfuse changes for SSRF, tenant isolation, secret handling, unsafe redirects or uploads, and RBAC drift.
SAM: zero-shot image segmentation via points, boxes, masks.
Validate Semantica pipelines, extraction quality, graph schemas, and ontology consistency.
Optimize for search engine visibility and ranking.