Abibitumi Founder Forge — How the standalone service works

Abibitumi Founder Forge is a standalone service: accounts, courses, cohorts, community, member map and marketplace all run natively on this site.

Accounts and roles

Members sign up with email and password on this site and confirm their email, or sign in with an emailed magic link.

Roles are stored separately from profiles: facilitator (runs cohorts), moderator (reviews community reports and marketplace listings) and admin (grants roles).

Every table enforces ownership in the database; the browser cannot bypass it.

AI coach and AI prompts

Run on the server through Lovable AI. Keys never reach the browser.

The coach only reads projects owned by the signed-in member, keeps conversation history per project, and streams replies.

Limits: 40 coach messages, 10 prompt generations and 10 reviewed field suggestions per member per 24 hours.

Fill in for me

Every field in the nine project steps, marketing-plan fields, outreach drafts, campaign tasks, experiment hypotheses and the app page brief can request a reviewed draft. Numeric planning budgets and fixed-choice fields are validated against their field type.

The server rechecks account and project ownership and uses the saved project context. Drafts must identify assumptions and missing facts; interviews, customers, revenue, evidence, collaborators, legal claims and personal contact details must not be invented.

Nothing overwrites an answer during generation. Members can edit a draft, accept it, regenerate it or dismiss it; accepting through the existing autosave keeps milestone rules unchanged, and Undo restores the previous answer.

The initial admin-editable price is 1 credit per generation. Confirmed quotes use the existing atomic reserve, successful-result settlement, failure release, replay cache and usage metering. The synthetic demo shows clearly labeled deterministic samples without server calls or credits.

Courses and cohorts

Native curriculum: 9 courses, 36 lessons with exercises and private evidence submissions, with personal progress.

Facilitators create cohorts, share an invite code, and schedule sessions and milestones shown as a calendar to cohort members only.

Community

Posts to all members or to a cohort; comments, reactions and reports.

Moderators hide content and resolve reports. Projects are never shown unless the author shares a summary, and only that summary is visible.

Member map

Opt-in, approximate location only (city or region and country), with a region-only option, a visibility switch and a remove button. No coordinates or contact details.

Marketplace

Members list apps or projects; listings are reviewed by moderators before they appear on the public marketplace page. Owner edits to an approved listing send it back for review. No checkout until billing is decided.