AI Agent Skills

Manage testers for Google Play testing tracks (internal, closed alpha/beta, custom) using edit sessions. Use when assigning testers, creating closed tracks, or promoting…

Guides building evaluation harnesses, regression test suites, and runtime guardrails for LLM agents. Use when a user asks to "evaluate this agent," "write test cases for…

Validates a vector index's schema/dimension/distance-metric config and its actual recall/query-performance behavior before a production cutover — catching a mismatch tha…

Pressure-test an idea's premise before helping build it. Use whenever a user proposes building, shipping, or starting something — an app, product, feature, startup, side…

Run a premortem on any plan, launch, product, hire, strategy, or decision. Imagines it failed 6 months from now, works backward to find every reason why, then produces a…

Use when a WordPress plugin needs a custom database table — creating with dbDelta (strict SQL format: two spaces before PRIMARY KEY, no trailing comma), writing versione…

Use when adding a guided onboarding or feature-discovery tour to a WordPress admin plugin using Driver.js v1 — setting up the IIFE bundle (window.driver.js.driver), PHP…

Use when bumping a WordPress plugin version or cutting a release — syncing version across all sources: plugin header (Version: X.Y.Z), version constant (define MY_PLUGIN…

Diagnose and repair a bounded NaCl defect with spec-first classification, a regression test, verification, and honest status propagation.

Verify NaCl code, tests, QA, synchronization, review evidence, or stubs without converting missing runtime proof into success.

Use when designing, debugging, training, researching, or evaluating an AI agent and the decision concerns one of seven areas: minimum agent loop, inference-time compute…

Use immediately after the user writes or revises a strategy artifact (strategy kernel, DHM, strategy blocks, empowered-team charter) to stress-test it before it propagat…

Use when the user is setting or pressure-testing product strategy, direction, or the case for an opportunity, before committing resources. Triggers on "product strategy"…

Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in C…

Use when writing, refactoring, or deciding how to test an HDL module, component, or IP block (ROHD, Chisel, SpinalHDL, Verilog, VHDL) and you need it parameterized, vali…

Use when writing hardware, firmware, verification, or tooling code that will reach real silicon, and you face a tradeoff between shipping fast and shipping correct; cove…