Prefactor vs SkillForge

Prefactor is the groundbreaking control plane tailored specifically for AI agents, acting as a pivotal solution for identity management, access control, and detailed audit capabilities. As AI technologies increasingly dominate critical applications across various sectors, Prefactor ensures that each agent operates within a secure and compliant framework. Its core functionalities include dynamic client registration, delegated access, and fine-grained role and attribute controls, empowering organizations to manage agent identities with unparalleled accuracy. Designed for SaaS companies and regulated enterprises, Prefactor transforms the complexities of agent authentication into a streamlined, unified layer of trust. By providing real-time visibility into agent activities and automating compliance processes, Prefactor allows teams to govern their AI agents effectively at scale while minimizing operational risks and enhancing performance.

I built SkillForge because I kept running into the same problem — I'd practice audio production or graphic design for a few days, then completely lose the habit with zero record of my progress. Every productivity app I tried was either too generic or made for corporate project management, not for creatives who just want to get better at their craft.

The core idea was simple: what if practicing your skill felt like levelling up in a game?

So I built a skill tracker where every minute you practice earns real XP, builds streaks, and unlocks badges. The more you show up, the more you level up — from Level 1 to Level 10 across any creative discipline you choose (audio, design, dev, video, photography, and more).

What surprised me most during development was how much the AI Coach feature resonated with early testers. Instead of just logging time, the AI analyzes your session history and tells you exactly what to work on next — it noticed patterns in people's practice that they hadn't noticed themselves.

A few things I'm proud of:
🔥 Streak system that actually keeps you accountable
🤖 GPT-4o-mini powered coaching that builds you a personalised 7-day plan
📶 Fully offline-first — your sessions save locally and sync when you reconnect
👥 A community feed so you're not grinding alone

This started as a personal tool and grew into something I genuinely use every day. I'd love to hear what you think — especially from fellow creatives.