联系作者 myrawzm0406@163.com 微信 15301052620

Decision Memory · User Research Agent

B2B pre-sales diagnosis → Research plan routing → Actionable assets + validation metrics (no scraping)

A. B2B Diagnosis (Pre-sales)
B. User Research Delivery (Qual + Quant)
C. Decision Memory (Trace Graph)

Input (for Agent)

Use full names, not abbreviations only.
Templates: Word · Excel
API Base: http://127.0.0.1:8000 · Set API address

Output (Actionable Deliverables)

Waiting for input…
Evidence-first Actionable + Verifiable Read-only templates

Input / Actions

Trace Graph requires Decision Memory backend (uvicorn backend.api.main:app). API needs X-API-Key: admin123.

Trace Graph & Memory Proof

Decision Enforcement Rules

Rule #1 — No Citation, No Decision. Any decision without historical citation is explicitly rejected by the system (HTTP 400).
规则一 — 无援引,不决策。任何未援引历史证据或决策的判断,都会被系统直接拒绝(HTTP 400)。
🔒
Rule #2 — Falsified conclusions cannot be reverted. If a requirement contradicts a previously falsified decision, it will be blocked.
规则二 — 被证伪的结论不可回退。若新需求与已被证伪的历史决策冲突,系统将阻止该需求回退。
📜
Rule #3 — Memory constrains future decisions. Past evidence and falsification actively constrain future decision space.
规则三 — 记忆约束未来决策。历史证据与证伪结论会主动收缩未来可选决策空间。
Click "Load Trace Graph" to fetch nodes/edges and render.

Conflict History Memory-constrained

  • Round 2 falsified speed hypothesis
  • Round 3 recall prevented rollback
RecallHits Found:
Conflict Reason:
Final Decision Rationale:
If API cannot derive, copy from demo_outputs/demo.log.
No events yet.

Why this decision requires memory

With Memory Recall

    Without Memory Recall