Q-Forge

Q-Forge is a quality-focused agent system for manufacturing workflows, not a generic chatbot.

This public repository is no longer only a proof page. It is now the public proof layer plus the migration blueprint for a local quality-specific OpenClaw runtime.

In roughly 24 hours, Q-Forge moved from an already-proven Goose + MCP setup into a local OpenClaw quality edition with Android mobile proof.

24-Hour Migration Result

Within roughly 24 hours, the four Q-Forge capabilities that had already been proven on Goose + MCP were migrated into a local OpenClaw quality runtime and a hardened Android chat client:

• 8D
• RCA
• Supplier
• Reporter

The result is not a generic OpenClaw setup with extra prompts. It is a local quality runtime profile with:

• deterministic tool paths
• evidence-locked workflows
• local artifact generation
• mobile proof on Android

What changed in one fast migration pass

• the original Goose + MCP proof stack was not discarded; it was migrated
• the four working capability paths were re-established in a local OpenClaw quality runtime
• Android mobile proof was completed for Supplier, 8D, and RCA
• the runtime was narrowed into a quality-specific profile instead of a generic assistant
• a public framework snapshot was added so other builders can follow the logic, not just the screenshots

What this means

This repository now shows one concrete thing:

Q-Forge was already real before this pass, and after one focused 24-hour migration sprint it became a local OpenClaw quality edition with working mobile proof.

Direct Running Proof

This repository contains direct running proof, not only design notes.

• the workflows shown here were executed end to end
• the proof set includes real local HTML artifacts
• the proof set includes real Android chat screenshots
• the public examples, rendered outputs, and mobile traces all come from actual runs

Open the preview image to watch the 40-second 8D demo from the earlier Goose + MCP phase.

Proof At A Glance

Supplier mobile proof	8D mobile proof	RCA mobile proof
Validation lock	8D report artifact	RCA report artifact

What Is Public Here

• real public skill packages under skills/
• sanitized inputs, outputs, and rendered artifacts under examples/ and docs/mobile-proof/
• public QMS Lite design and migration documents under docs/
• a minimal framework snapshot under framework/ so other builders can follow the architecture without needing the full private runtime

Already Working Now

Capability	Current working path	Public proof
8D	strict 8D audit path, deterministic D3-D7 checks, local HTML artifact, Android-triggered proof	good 8D HTML, bad 8D HTML, good chat screenshot, bad chat screenshot
RCA	detective-style branch-pruning chat, strongest cause-path conclusion, local HTML artifact, Android-triggered proof	RCA HTML, start screenshot, pruning screenshot, conclusion screenshot
Supplier	deterministic spreadsheet analysis, validation lock, local HTML artifact, Android-triggered proof	supplier HTML, supplier screenshot
Reporter	deterministic markdown-to-HTML renderer used by all three flows above	8D preview, RCA preview

Why Not Generic OpenClaw + Skills

Generic OpenClaw plus skills can add knowledge, but it does not automatically solve the runtime problem of quality work.

Quality-specific deployment needs:

• local data handling instead of casual cloud routing
• a reduced-permission mobile channel
• deterministic tool boundaries
• separate stable knowledge and daily work inputs
• logic-locked review paths instead of free-form model output
• rendered artifacts that can be reviewed and audited later

That is why QMS Lite is a runtime profile, not only a prompt pack.

What Was Customized

OpenClaw local quality edition

• OpenClaw was reduced into a QMS Lite runtime profile
• the local gateway was kept, but the work was narrowed to quality workflows
• qm-review and qm-rca were turned into skill-driven agents instead of generic assistants
• 8D, RCA, Supplier, and Reporter were wired into deterministic local tool paths
• local data was split into:
  • knowledge-base
  • work-inbox
  • artifacts
  • audit

Android secure chat edition

• the Android client was reduced from a general assistant into a secure chat terminal
• Firebase and update checks were removed
• cleartext traffic was disabled
• FLAG_SECURE and gateway-only behavior were enforced during the hardening pass
• the phone proof shown here was produced against the local OpenClaw QMS Lite gateway, not against a cloud runtime

Follow The Build

Public design docs

• OpenClaw Quality Edition
• 24-Hour OpenClaw Migration
• OpenClaw Quality Architecture
• Android Secure Chat Client
• Mobile Proof Index
• Project Roadmap

Public framework snapshot

• framework/README.md
• OpenClaw quality profile example
• Tool contract snapshot
• Bridge reference snapshot
• qm-review workspace rules
• qm-rca workspace rules
• Logic path summary
• RCA detective flow
• Mobile runtime boundary

Earlier Public Examples

These remain useful as the original Goose + MCP proof layer:

• 8D good input
• 8D bad input
• 8D audit markdown
• 8D rendered HTML
• RCA legacy markdown
• RCA legacy rendered HTML

Builder Update

• Q-Forge had already been proven on Goose + MCP before this migration pass started.
• The practical thesis was already validated: large models plus deterministic rules can produce useful quality outcomes.
• The current direction is now clearer: a local OpenClaw quality runtime plus Q-Forge-style skills is a better long-term base than staying on the old runtime.
• This repository now shows both:
  • what had already worked
  • how that working logic was migrated into a local OpenClaw quality edition

Repository Layout

• skills/: public skill packages
• examples/: sanitized source examples from the earlier public proof layer
• assets/: demo media and report previews
• docs/: public migration, architecture, and proof documents
• framework/: minimal public code and config skeleton for QMS Lite

Scope Note

• Included here:
  • proof artifacts
  • migration explanation
  • framework skeleton
  • public skill packages
• Intentionally excluded:
  • private project memory
  • private runtime configs and secrets
  • full local fork implementation
  • real customer data
  • full Android private implementation details

Contact

• X: @QForge_Builder
• Email: zhongshunchen2004@gmail.com

License

Apache License 2.0. See LICENSE.