Agent skills

Autonomous Issue Scout loop for Kubernetes OSS contributions.

Over-the-air software update system design and implementation

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

Automatically converge from goal to A-grade Seed and execute it

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

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…

Optimize outbound sales sequences by diagnosing metrics, identifying problems, invoking outbound-sequences skill, and validating…

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.

Internal skill used by writing-outline at exit gate.

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.