
Hands-on prompt engineering and LLM evaluation. Built around a diagnose-then-ship loop: forensic transcript critique ▎ that names the exact failure mode, paired with a fixer that produces complete, deployment-ready rewrites — not ▎ vague advice.

Un cycle Brainstorm → Spec validée → Plan à cases à cocher → TDD strict → Review de conformité, conçu pour les devs qui construisent des SaaS pilotés par IA (générateurs, agents, outils no-code) en HTML/CSS/JS vanilla ou Node/Express, avec intégrations multi-fournisseurs (Anthropic, OpenAI, Gemini, Mistral). Exemples d'usage : "ajoute une fonctionnalité X à mon générateur", "intègre un nouveau fournisseur IA", "refonds ce module"

Run a full virtual product team from chat: PM → SA → Coder → QA → DevOps → Marketing. @mention roles, TASK-NNN tickets, and gated SDLC stages from backlog to deployed — built for solo founders who need a shippable process without hiring.

Turn recurring social, banner, and ad requests into a repeatable marketing asset production system. This download skill builds a brief intake gate, template decision, content-variable batch plan, brand QA checklist, handoff/version-control rules, and a performance feedback loop, then writes a campaign production package to journal/marketing-assets/. Built for teams whose designer is the bottleneck and whose assets drift across channels.

Expert in end-to-end AI-assisted software delivery, from design engineering and design systems to shipping: design engineering, design system automation, technical documentation, spec-driven planning, polyglot code quality, systematic QA, release auditing, LLM context engineering, and Astro frontend optimization. Built for agent-agnostic workflows across the full 9-skill delivery lifecycle.

Turns a user story or ticket into a verified, minimal test suite. Derives every case from a formal technique (boundary value analysis, equivalence partitioning, decision tables), reduces configuration combinations pairwise, and runs a deterministic script to prove coverage instead of just listing cases. Includes a security pass built from real OWASP findings and Playwright export.

Diagnose software project risk, uncover the real blockers, and turn messy delivery problems into executable recovery plans.

Compare your SOW with client requests, expose margin-eroding scope creep, and get a ready-to-send Change Order pack.

Turn rough software ideas into bounded MVP scopes, practical architecture decisions, and coding-agent-ready implementation tasks without unnecessary complexity.