Fine-tune a model with GRPO on Fireworks-managed GPUs from a plain-English task description and a dataset.
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR).
Generate, edit, or restore images through GRSAI using nano-banana-2 or nano-banana-pro, with automatic prompt optimization for artifact…
Check property tax value under BewG §§ 218 ff.: federal model, income value, material value, land value, property type, tax assessment rate…
Use when implementing Disney's 12 animation principles with GSAP (GreenSock Animation Platform)
Use when you need to add or debug professional web animations with GSAP (timelines, ScrollTrigger, stagger, transforms) in…
Build cinematic sticky product storytelling with GSAP ScrollTrigger, progressive UI reveals, scroll-synced animation, smooth…
GSC data-driven SEO optimization. Connects to Google Search Console (API, browser, or CSV), pulls search performance data, runs 8 analysis…
Create engaging, authentic LinkedIn posts like a Top Voice.
Generate tests for a completed phase based on UAT criteria and implementation
Generate AI design contract (AI-SPEC.md) for phases that involve building AI systems — framework selection, implementation guidance from…
Autonomous audit-to-fix pipeline — find issues, classify, fix, test, commit
Audit milestone completion against original intent before archiving
Cross-phase audit of all outstanding UAT and verification items
Run all remaining phases autonomously — discuss→plan→execute per phase
List pending todos and select one to work on
Review source files changed during a phase for bugs, security issues, and code quality problems
Auto-fix issues found by code review in REVIEW.md.
Systematic debugging with persistent state across context resets
Generate or update project documentation verified against the codebase