Agent skills for VS Code

Enrolls a project in OSS-Fuzz, Google's free continuous fuzzing service for open source, and drives it locally.

Autonomous Issue Scout loop for Kubernetes OSS contributions.

Over-the-air firmware update implementation expertise for embedded systems.

Produce a complete OTA update system design — partition layout, update flow, rollback conditions, validation checks, fleet management…

Check session status and measure goal drift

Generate a PM through guided PM-focused interview with automatic question classification.

Guided onboarding wizard for Ouroboros setup

First-touch experience for new Ouroboros users

Audit first-party B2B outbound cohorts and calculate channel-correct funnel conversion, leakage, fully loaded CAC, first-year gross…

LOAD BEFORE staging ANY outbound message in any lane — opening a compose window, editing or pasting a draft, clicking compose controls…

Transactional outbox pattern for reliable event publishing.

Outcome KPI definition methodology - synthesizes Who Does What By How Much (Gothelf/Seiden), Running Lean (Maurya), and Measure What…

Apply during planned rewrites and migrations with explicit phase boundaries.

Transform output-based feature lists into outcome-driven Now/Next/Later roadmaps using the "so what?" technique.

Build or extend a course outline in your format, from class notes and casebook.

Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers…

Prevent placeholders, truncated code, and half-finished agent outputs.

Techniques for getting varied, non-repetitive outputs from repeated LLM calls.

Maintain one documented z-index ladder for overlay tiers (base → sheet → dialog → floating content → toast → blocking alert).

Two-way sync between a local paper directory and an Overleaf project, so ARIS audit/edit workflows stay on the local copy while…

Overledger integration. Manage data, records, and automate workflows. Use when the user wants to interact with Overledger data.