RECIPES

Retrieval-augmented generation pipeline combining vector search with document ingestion.

Debug API failures with schema context, database state, traces, and error reports.

Complete API lifecycle from design to testing with GraphQL support.

Coordinate prospect follow-up across Slack, Notion CRM notes, calendar, and billing context.

Multi-layer code review combining AI reviewer, static analysis, and differential review.

Automated code review pipeline combining GitHub access, linting, and AI review.

Support commerce operations with billing, database, auth, and error context in one workflow.

Explore multiple databases, draft safe SQL, and export reviewed analysis artifacts.

Multi-database data exploration with PostgreSQL, MongoDB, and Redis for caching.

Review schema changes against live database shape, migrations, and deployment risk.

Container orchestration with Kubernetes, GitOps via Flux, and Jenkins CI integration.

Full CI/CD automation with GitHub integration, Docker builds, and Slack notifications.

Full-stack monitoring with Grafana dashboards, Datadog APM, and Sentry error tracking.

Cloud infrastructure provisioning with Terraform, AWS, and Docker containerization.

Production deployment pipeline with CI/CD, Docker containerization, and infrastructure as code.

Audit docs freshness, compare against source files, and publish updated knowledge pages.

Create architecture diagrams, editable whiteboards, and browser-ready briefing decks.

Coordinate multiple coding agents with file-based tasks, GitHub context, local lessons, and system-level execution.

Develop, inspect, feedback-test, and permission-review an MCP server before letting agents use it.

Design, scaffold, document, and validate a custom MCP server or MCP App.

Move from explicit specs to TDD execution, native app verification, and durable repo memory.

Coordinate planning, GitHub context, Codex delegation, compact communication, and persistent project memory.

Plan a sprint from Linear backlog, GitHub reality, team calendar, and Slack availability.

Track market signals and research evidence for finance product decisions.

Compare implementation against Figma, run browser checks, and open targeted UI fixes.

Inspect cloud resources, Terraform drift, and cost-related telemetry before cleanup.

Extract product copy, prepare translations, and publish localized docs with source evidence.

Monitor payment failures, runtime errors, and code changes that affect billing.

Convert GitHub issues and customer notes into a prioritized roadmap with durable context.

Connect product planning, repository context, database insight, and charts into one agent workflow.

Searchable knowledge base combining Notion content with Elasticsearch-powered search.

Run multi-browser exploratory QA with deterministic scripts and captured evidence.

Verify a release candidate with PR context, CI status, browser checks, and error baselines.

Triage production incidents from alerts to fixes with observability, chat, and repo context.

Collect papers, web findings, and persistent notes into a searchable research memory.

Create evidence-backed market briefs from web search, papers, and saved research memory.

Extract documents, collect web/video sources, read papers, and maintain a durable Obsidian research base.

Turn live web research, documents, and notes into a persistent local knowledge base.

Turn research papers into implementation notes, repository tasks, and documentation.

Make local file edits with scoped permissions, secret checks, and review evidence.

Monitor high-risk infrastructure signals with security orchestration and operational dashboards.

Audit agent tools and skills for prompt injection, secret exposure, and unsafe execution paths.

Comprehensive security scanning combining static analysis, secrets detection, and threat modeling.

Turn support messages into grounded answers, known-issue links, and follow-up tasks.

Combine real-session browser automation, isolated Playwright checks, and motion review for frontend QA.

Complete testing pipeline with unit tests, E2E browser tests, and TDD workflow.

Generate, inspect, motion-audit, and browser-test frontend UI iterations.

Design, test, optimize, and publish a conversion-oriented frontend experience.

End-to-end workflow from Figma designs to deployed, tested code with CI/CD.

Build accessible, internationalized web applications with WCAG compliance and multi-language support.