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Grill with Docs
Documentation
A relentless interview to sharpen a plan or design, while creating ADRs and a glossary as you go.
Crowi 2.0 Feature Development Workflow
Development
Deterministic workflow for new Crowi 2.0 features: spec approval, planning, implementation, simplification, review, and multi-commit. Includes state files and phase agents.
Analyze Kernel Bottleneck
Development
Systematically identify whether a GPU kernel is compute-bound, memory-bound, or latency-bound using roofline analysis, occupancy calculations, and SASS instruction inspection. Produces a decision matrix for optimization strategy selection.
Implementing SIEM Correlation Rules for APT
Security
Write multi-event correlation rules to detect APT lateral movement by chaining Windows logs and using Splunk SPL and Sigma.
Review and QA
Testing
Reviews code changes and generates both a code quality report and a manual QA test plan. Use it to validate a pull request, commit, or branch in two phases: first a code review covering architecture, tests, and security, then a set of test cases for happy path, negative, edge, and error recovery scenarios.
Helm Chart Scaffolding
DevOps
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations.
Paper Reference Assistant (CLI)
Data & AI
CLI assistant to manage and query a local database of academic papers using the `papi` command. Supports listing, searching (exact text, BM25, hybrid), showing summaries/equations, and adding papers via arXiv ID or PDF. Use before MCP RAG tools for fast, low-cost lookups.
HQ Direct Messaging
Productivity
Send or read HQ Sync direct messages: inbox, 1:1 threads, channel history, with options for prompts, details, and scheduled notes.
iOS SwiftUI App Scaffolder
Development
Scaffolds a SwiftUI iOS app with MVVM, offline-first persistence, push notification stubs, SwiftFormat/SwiftLint, CI, and optional GitHub repo creation.
Know Before Act: Reduce Uncertainty First
Productivity
Reduces decision-relevant uncertainty before starting a task. Asks one high-information question at a time and otherwise proceeds with reasonable assumptions.
Away — Unattended Best-Judgment Mode
Productivity
Unattended mode for sessions where the user is away. Makes conservative, reversible judgment calls and only blocks for missing information or required authorization.
Multi-cluster Health Report
DevOps
Generate a consolidated health report across multiple OpenShift clusters. Verifies each kubeconfig context is an OpenShift cluster, skipping non-OpenShift contexts by default.