Structured tradeoff analysis methodology — the 8-dimension comparison frame, tradeoff matrix template, and common tradeoff patterns. Use when evaluating design
Use when the user explicitly wants a ChatGPT App, Apps SDK project, MCP server plus widget UI, ChatGPT-compatible tool UI, or submission/deployment work for tha
Set up slop-farmer for a GitHub repository end-to-end. Use this whenever the user mentions slop-farmer setup, creating a repo config, choosing scrape limits, ch
Run SQL against Amazon Redshift — submit statements, poll status, page through results, and browse databases/schemas/tables. Use this whenever the user wants to
Use for local Granola archive search, sync freshness, notes/transcripts/panels, Markdown export, snapshots, Keychain-safe source debugging, and Graincrawl repo/
Use when you need to update a plan document with deep research across all compiler passes. Launches parallel subagents to analyze how a topic affects every comp
Adversarial review of a system design from 6 critical perspectives -- SRE, security, staff engineer, finance, operator, and developer advocate. Produces a unifi
Use when the user explicitly wants a ChatGPT App, Apps SDK project, MCP server plus widget UI, ChatGPT-compatible tool UI, or submission/deployment work for tha
Add a new TRF rule to the mlinter. Checks for duplicates, creates the rule module and TOML entry, runs against all models, and handles violations (fix or allowl
Search, read, create, update, export, and share files in Google Drive. Use this whenever the user wants to find a file in Drive, read a Google Doc or Sheet, upl
Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, o
Fetch and inspect Android network captures for a selected device/socket using the Snap-O CLI. Use when you need raw CDP request/response data, headers, bodies,
Post-mortem analysis of a PhysicsIntern workspace run (Claude Code, Pi, Codex, or OpenCode host). Reconstructs the trajectory from the session record — JSONL fi
Read and manage Jira Cloud issues, projects, boards, sprints, comments, and transitions. Use this whenever the user wants to search issues with JQL, create or u
Use for local GitHub issue/PR archive search, sync freshness, clusters, durable maintainer triage, gh-shim cache reads, and Gitcrawl repo/release work.
Build polished analytical reports for executive, product, business, or technical audiences. Use when the task needs a durable answer-first narrative with eviden
Read, search, and manage Confluence Cloud pages, spaces, blog posts, comments, attachments, and labels. Use this whenever the user wants to find a page, read a
Use remindctl to inspect and manage Apple Reminders on macOS 14+, including show/list/add/edit/complete/delete/status/authorize workflows, due dates, alarms, re
Implement a component-level test using WidgetTester to verify UI rendering and user interactions (tapping, scrolling, entering text). Use when validating that a
Domain patterns for web service architecture — API design (REST/GraphQL/gRPC), scaling, data layer, observability, failure modes, and anti-patterns. Use when de
Use this Sales index first for explicit Sales mentions and clear seller workflows: prospecting, lead qualification, account research, monitoring or prioritizati
Query and manage Datadog monitoring data — logs, metrics, monitors, dashboards, events, SLOs, traces, and incidents. Use this whenever the user wants to search
Create model classes with fromJson and toJson methods using dart:convert. Use when manually mapping JSON keys to class properties for simple data structures.