vrr/WFGY
2
0
Fork 0
mirror of https://github.com/onestardao/WFGY.git synced 2026-04-30 12:39:55 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions 4

Update README.md

Browse source
This commit is contained in:
PSBigBig 2025-08-07 13:44:29 +08:00 • committed by GitHub
parent 7ab81769fb
commit 39f4a32c9d
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
1 changed files with 31 additions and 22 deletions
Download patch file Download diff file Expand all files Collapse all files

53
ProblemMap/README.md
View file

@ -37,7 +37,7 @@
---
## 🧪 One-click sandboxes — run WFGY instantly (under construction)
## 🧪 One-click sandboxes — run WFGY instantly
Run lightweight diagnostics with **zero install**, **zero API key**. Powered by Colab.
@ -50,15 +50,12 @@ Run lightweight diagnostics with **zero install**, **zero API key**. Powered by
> **How to use**
> 1. Click the badge ▸ Runtime ▸ Run all
> 2. Replace `prompt` / `answer`
> 3. See ΔS, failure type, suggested fix
> 2. Replace `prompt` and `answer`
> 3. See ΔS score and suggested fix
>
> ΔS = 1 − cosθ(I, G)
> I = Prompt intent, G = Generated output
>
> Low ΔS → Stable
> Medium ΔS → Interpretation Collapse
> High ΔS → Hallucination / Chunk Drift
> **What it detects:**
> No.2 – [Interpretation Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-collapse.md)
> (Prompt and output look fine, but meaning is mismatched)
</details>
@ -70,29 +67,36 @@ Run lightweight diagnostics with **zero install**, **zero API key**. Powered by
[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/onestardao/WFGY/blob/main/tools/wfgy_lambda_observe_colab.ipynb)
> **How to use**
> 1. Click the badge ▸ Runtime ▸ Run all
> 1. Run all cells
> 2. Edit `prompt`, `step1`, `step2`
> 3. Compare ΔS before vs after
>
> If ΔS goes down → checkpoint worked
> If not → try BBCR fallback
> If ΔS drops → checkpoint worked
> If not → try BBCR fallback
>
> **What it fixes:**
> No.6 – [Logic Collapse & Recovery](https://github.com/onestardao/WFGY/blob/main/ProblemMap/logic-collapse.md)
> (Multi-step reasoning veers off and needs semantic midpoints)
</details>
<details>
<summary><strong>⭐ e_resonance</strong> — Domain-level semantic harmony</summary>
<summary><strong>⭐ ε_resonance</strong> — Domain-level semantic harmony</summary>
<br>
[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/onestardao/WFGY/blob/main/tools/wfgy_e_resonance_colab.ipynb)
> Checks how strongly a prompt + answer resonate with a chosen semantic field
> (Buddhism anchors provided; swap in any domain you like).
>
> **How to use**
> 1. Run all → edit `prompt` / `answer`
> 2. Optionally edit the `anchors` list
> 3. Higher e_resonance = deeper conceptual harmony
> 1. Run all cells
> 2. Edit `prompt` and `answer`
> 3. Optionally update the `anchors` list
>
> Higher ε → deeper resonance with domain anchors
>
> **What it explains:**
> No.12 – [Philosophical Recursion](https://github.com/onestardao/WFGY/blob/main/ProblemMap/philosophical-recursion.md)
> (Looping abstraction caused by mismatched domains)
</details>
@ -104,12 +108,17 @@ Run lightweight diagnostics with **zero install**, **zero API key**. Powered by
[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/onestardao/WFGY/blob/main/tools/wfgy_lambda_diverse_colab.ipynb)
> **How to use**
> 1. Run all → edit `prompt` and the `answers` list (≥ 3 lines)
> 2. Press ▶️ — see a single λ_diverse score
> 1. Run all cells
> 2. Fill in `prompt` and `answers` (≥ 3 examples)
> 3. See λ_diverse score
>
> Low (≤ 0.40) — near duplicates
> Medium (0.40–0.70) — partial variety
> High (≥ 0.70) — truly diverse phrasing
> High (≥ 0.70) — rich semantic variation
>
> **What it detects:**
> No.3 – [Long Reasoning Chains](https://github.com/onestardao/WFGY/blob/main/ProblemMap/context-drift.md)
> (Early steps diverge silently across variants)
</details>