Jarvis becomes a small AI product shop that never clocks out.
Right now, the Prototypes tab is a useful first draft, but it is still buggy and not easy enough for everyday use. The rebuild turns it into a clean command center where the owner can see what Jarvis is researching, what it is building, what is ready to review, and what should be improved next.
A safe, visible, always-on system for creating useful internal apps, dashboards, automations, and research-backed ideas.
The value factory loop
Think of it like a factory line. Research comes in. Ideas are ranked. Builders make prototypes. Quality control checks them. The best work appears in the UI for approval.
What the owner sees
A simple top screen showing active research, active builds, blockers, and items waiting for approval.
He can type: “Build me a lead tracker” or “Improve the pricing calculator,” and Jarvis turns it into a scoped job.
Every app has a card with screenshots, status, live preview, change log, and next recommended action.
Big safe buttons. Nothing confusing. No terminal required.
Who does the work
Research Agent
Finds new ideas from business trends, competitors, customer pain points, SEO opportunities, tools, and internal notes.
Planner Agent
Turns research into small build tickets with plain-English value, effort, risk, and success criteria.
Builder Agent
Creates the prototype in a safe sandbox and records exactly what changed.
Quality Agent
Tests it, checks if it solves the real business problem, and blocks weak or unsafe work.
Autonomous does not mean reckless.
- Research can run freely. It can collect public information and create idea cards all day.
- Building happens in sandboxes. New apps are isolated so they cannot break Mission Control or live systems.
- Promotion needs approval. Jarvis can recommend deployment, but the owner approves before anything important goes live.
- Everything is logged. Each prototype shows who built it, why it was built, what files changed, test results, and rollback notes.
- Weak ideas get filtered out. The system is designed to create value, not just create noise.
Practical rebuild phases
This keeps the project solid. We do not rip everything out at once. We rebuild around the pieces that already work.
Clean UI shell
Replace the buggy Prototypes tab with a stable Innovation Lab dashboard.
Research radar
Add always-on research feeds and turn findings into ranked opportunity cards.
Build pipeline
Let builders create sandboxed prototypes with visible logs, screenshots, and test results.
Approval loop
Add approve, improve, pause, deploy, and archive controls with a full audit trail.
Flat project price: $850
This keeps the whole Stage 6 bundle lean and easy to invoice. The math is simple: 17 billable package hours × $50/hr = $850 flat. This package stays focused on Blog, publishing, reporting, builder reliability, and the Autonomous Build Lab.
Billable work allocation
To keep the invoice simple, this is packaged as one flat build price instead of separate line items. Two hours were removed from the earlier scope by tightening the builder/intelligence support block.
Blog UI & Editorial Workflow
1 hr- Show the original prompt/directions used to generate each blog post so Jake can reference them during rewrites
- Fix featured media placement so images/videos render in the intended body position instead of jumping to the very top of the article
- Add a Rewrite Article button directly inside the WordPress draft section so Jake can trigger rewrites without leaving the draft view
- Build a queue view for pending rewrite requests so Jake can see which content tasks are actively processing
Content Quality, SEO & Voice Learning
2 hrs- Re-implement SEO/interlinking guardrails strictly from the Google developer best-practices doc
- Fix SEO anchor selection so it stops grouping words incorrectly (for example 'Aaron Q' instead of 'Aaron')
- Fix SEO routing so interlinks resolve to the correct destination pages
- Reduce interlink density so posts do not stack clusters of links right next to each other
- Save Jake's approved custom drafts and manual edits so the system can learn his voice over time
- Update blog formatting rules so generated posts always use '%' instead of spelling out 'percent'
- Enforce anti-duplication rules so the AI does not repeat the same statistic or fact twice in one post
- Generate and present 5 title options for each blog post before final publishing choice
Publishing Pipeline & Status Automation
1 hr- Fix generation and placement of both the meta description and excerpt for every blog post
- Add an Approved/Published tab or category so published posts are clearly separated from drafts
- Automate WordPress status checks multiple times per day to verify whether posts are live
- When WordPress confirms a post is published, automatically flip the pipeline status green and move the item into the Published stage
Builder Reliability & Intelligence Support
2 hrs- Harden agent operating rules so Jarvis and builder agents stay aligned with the current procedures
- Improve builder handoff reliability so completed work is easier to preview, test, and review
- Keep client-facing build status clearer so Jake can understand what is being worked on and what is ready to inspect
- Review the competitor Fathom video Jake shared and capture actionable UI/product ideas worth borrowing
Monthly Trends Report Upgrades
2 hrs- Hardcode pipeline support for the 3 required image types in the monthly trends report flow
- Update the monthly trends report prompt so it automatically calculates the 5-year average and the percentage difference
Autonomous Build Lab Rebuild
7 hrs- Publish the Stage 6 Autonomous Build Lab architecture and $850 flat-price proposal to the Brander Group portal
- Log the clean Jarvis reinstall/rebuild as Stage 6 infrastructure stabilization so the build has a fresh foundation
- Replace the buggy Prototypes tab with a clean Innovation Lab dashboard showing active research, active builds, blocked items, and review-ready demos
- Build the Research Radar so agents continuously collect business ideas, competitor notes, customer pain points, and useful automation opportunities
- Add idea scoring so every opportunity is ranked by expected value, effort, risk, and best next action before a builder touches it
- Build the sandboxed prototype pipeline so agents can create apps and dashboards without risking Mission Control or production systems
- Add QA gates, screenshots, test results, changelogs, and rollback notes to every prototype card
- Add owner controls for Approve, Improve, Pause, Deploy, and Archive with full audit history
Existing Platform / Governance Work
2 hrs- Build a Cron Jobs tab modeled on the Projects tab with proper interlinking and cross-referencing to existing tabs
- Harden Cipher agents.md to mandate a Version Control subtab on every new tab and require check marks instead of strikethroughs for documenting steps
- Find the finished Transfer Trends widget and send it to Jake
- Shift to a global skills assignment model with dropdown-based agent assignment
- Build Skills Agent — automates research, drafting, and QA of new skills from GitHub, Skills.sh, and best-practice sources
- Revert back to the simpler OpenClaw framework where it makes Jarvis more reliable
Bonus work added into this stage for free
These were extra improvements completed while tightening the system. They increase the value of Stage 6, but they do not increase the $850 flat price.
BEAD source discovery upgrade
Added BEAD alert feeds, forwarded Google Alert email importing, source-candidate scoring, and Pulse wiring so Blog Ideas can use award/funding numbers, recipients, states, approvals, deployment scope, and procurement windows as better evidence leads.
Client-editable prompt settings
Moved story-selection rules, BEAD rules, title behavior, image naming, featured-image direction, and monthly trends guidance into editable Mission Control settings instead of hiding them in code.
Image quality and variety controls
Strengthened featured-image generation so options use different subject classes, avoid generic data-center imagery, and stay tied to the article's entity, number, geography, or business angle.
Monthly snapshot visual persistence
Reframed Monthly Trends as a latest-snapshot report and persisted report data, chart sources, and generated visuals directly on each article so Review and WordPress drafts can reliably carry the three report charts.
Blog pipeline reliability hardening
Hardened shared-state writers, review queues, retry routes, draft workers, rewrite workers, and produce monitors so old failed/stuck jobs do not confuse the client-facing review queue or silently hide real errors.
Jarvis / Cipher build reliability
Improved builder delegation, preview auto-creation, false-failure detection, task status handling, and build verification so Jarvis can hand off work more cleanly while remaining useful to the client.
Brander SEO and prospecting surfaces
Added Brander-specific SEO recovery support plus dormant IPv4 / BEAD winners / candidate-contact research surfaces that help turn market signals into practical review lists.
What this buys the business
More useful ideas
Jarvis constantly searches for ways to save time, increase revenue, or improve operations.
Faster prototypes
Small tools can move from idea to demo without waiting for a full development cycle.
Clear visibility
The owner can see every active build, every result, and every recommended next step.
Safe control
Automation moves fast, but production decisions stay under human approval.