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Zhixu, AI system architecture

FORMWEFT CLEAN ROOM · EVIDENCE RADAR

Spot potential, don't chase the hype.

Define the problem and adoption criteria first, then compare projects on relevance, momentum, maintenance quality, verifiability, and risk. By default, no cloning, no installing, no running, and no external interaction.

Lixing, FDE Pre-Deployment Engineering

FIVE SIGNALS

Five signal categories to avoid mistaking leaderboards for research.

Same observation window, same evidence standards, same scoring rules; when data is missing, lower confidence instead of filling in with imagination.

CONTRACT

Write discovery contract first

Clarify business problem, technical boundaries, time window, exclusions, and evidence that must be retained.

Deliverables
Query and adoption contract
Confirmation point
Scope sufficiently specific and verifiable

FIXED RELEASE

Scoring method is public; conclusions still need review

FORMWEFT clean-room original documentation-type Skill. MIT covers only original documentation in this package; web retrieval must be approved by user; all candidate conclusions should retain source, observation time, and uncertainty.

Not sure where to start? Copy a learning request.

You can download this reviewed version's resource package. If it includes SKILL.md, provide it and the related documentation to your AI tool; first read and check the materials and usage boundaries, and do not run anything automatically.

  1. Prepare assets: start with fictional or de-identified examples.
  2. Read the boundaries: confirm dependencies, inputs, outputs, and human checkpoints.
  3. Review outputs: keep source and failure records before deciding to pilot.

You can also select the text to copy directly; read it first before executing.

This version has been reviewed.1.0.0

Written independently clean-room based on catalog themes; did not copy or redistribute unlicensed Feishu original package. Fixed ZIP has passed structural validation, offline static scanning, and file-by-file manual review; default read-only, no cloning, running, modifying remote, or auto-contacting authors.

Maintainer
FORMWEFT
License
MIT
Source type
Clean-room original rebuild
Network permission
On-demand online
Local programs
None; if public web retrieval is needed, user must approve sites and scope
Review date
2026/09/05

Review scope

static
passed
skillValidator
passed
scripts
0
dependencies
0
network
optional
humanReview
completed
cleanRoom
completed
sourceTextReused
false
SHA-256 · current download package3feb712fdee8dcd889f26c00119195623c786ccc3e3e94295ee7d3a03dff3d74

SuGuang, Silicon-Based Co-Creation Guide

Want to turn findings into an enterprise technology radar?

Describe your industry, business problem, tech stack, compliance constraints, and review frequency; we can connect candidate discovery, due diligence, pilot, and review into a continuously updated workspace.