Implements a feature from its specification.
Create agent-executable implementation plan based on codebase exploration
Implements Syncfusion .NET MAUI DigitalGauge (SfDigitalGauge) control to display alphanumeric characters in LED-style digital format.
Implements Figma designs 1:1 using OneKey component library (restore the design draft).
File upload endpoints in ASP.NET minimal APIs (.NET 8+)
Find architectural friction in a codebase and propose deepening opportunities.
Analyze and improve existing documentation using Diataxis principles
Improve test setup, instrumentation, calibration, sequencing, timing, multisite behavior, state restoration, or teardown without silently…
Review a PR or feature branch commit by commit so sync-merged changes are not misattributed.
Orchestrate Inception→Elaboration phase transition with architecture baselining and risk retirement
Incident response — diagnose production issues, find root cause, propose fix with rollback.
When to activate: breach notification, data breach, incident response, GDPR 72 hours, CCPA notification, HIPAA breach, regulator…
🐉 The primary entrypoint for investigating production outages, orchestrating SRE response, and mitigating incidents on Google Cloud…
Structured workflow for production incident management following SRE best practices.
Guide for optimizing MSBuild incremental builds.
Investigate and fix bugs, failing tests, regressions, build failures, or unexpected behavior using boundary localization, evidence, and…
Design, review, troubleshoot, and retire PostgreSQL indexes based on actual workload, query plans, data distribution, and operational cost.
For familiarization: Semester-long familiarization: establishes standard, burden of proof and counter-argument; result: test product with…
Guide for connecting Infisical to an identity provider for human login and user provisioning.
Create beautiful infographics based on given text content.
Infrastructure as Code patterns (Terraform, Kubernetes), observability design (SLOs, metrics, alerting, dashboards), and pipeline security…