Skill rating

Regenerate provider startup context using the legacy inline compatibility branch

Orchestrate living requirements refinement, change control, impact analysis, and traceability maintenance throughout SDLC

Scan existing campaign materials, media kit, or marketing assets and generate intake documents by analyzing content, brand elements, and performance data

Transactionally extract an established project's stable metadata and provider context into WORKSPACE.md

Orchestrate dual-track iteration with synchronized Discovery (next) and Delivery (current) workflows

Execute multi-stage research workflows

Locate testing research and platform tools, qualify evidence adapters, and develop target-specific testing normalization templates.

Orchestrate Discovery Track flow to prepare validated requirements and designs one iteration ahead of delivery

Orchestrate Team Onboarding flow with pre-boarding, training, buddy assignment, and 30/60/90 day check-ins

Patterns for finding, processing, and embedding cover artwork into media files

Orchestrate change control workflow with baseline management, impact assessment, CCB review, and communication

Orchestrate architecture evolution workflow with ADR management, architecture review, breaking change analysis, and migration planning

Audit a codebase's testing regime using a reusable protocol, source/runner reconciliation, sampled oracle review and evidence-backed conformance reports.

Repair and standardize a testing regime through concrete file plans, guarded deployment receipts and repeatable verification of runner and oracle behavior.

Orchestrate Construction→Transition phase transition with IOC validation, production deployment, and operational handover

Orchestrate comprehensive test strategy with test suite execution, coverage validation, defect triage, and regression analysis

Orchestrate continuous risk identification, assessment, tracking, and retirement across SDLC phases

Orchestrate Inception→Elaboration phase transition with architecture baselining and risk retirement

Orchestrate Concept→Inception phase transition with intake validation and vision alignment

Orchestrate Delivery Track flow with test-driven development, quality gates, and iteration assessment

Address open issues or deliver a milestone with bounded workers, triage, independent verification, signed merge and post-merge CI

yt-dlp patterns for acquiring content from YouTube and video platforms