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Prompt Assembly — Global Fix Map
Build a context that the model cannot misread.
Use this when citations vanish, sources get mixed, or answers flip when you reorder sections.
What this page is
- A short path to lock schema, section order, and per source fences
- Copyable constraints that force cite first then explain
- How to verify stability using ΔS and a snippet to citation table
When to use
- Correct snippets are present but the answer still drifts
- Citations are missing or point to the wrong section
- Answers change if you rename headers or swap context order
- Two sources merge into one narrative
- Corrections do not stick across paraphrases
Open these first
- Traceable prompting and schema: Retrieval Traceability
- Snippet and citation schema: Data Contracts
- Stop source mixing: Symbolic Constraint Unlock
- End to end knobs that affect assembly: Retrieval Playbook
- Pipeline overview and failure families: RAG Architecture and Recovery
- If logic still collapses after assembly: Logic Collapse
Fix in 60 seconds
-
Lock the schema
Use an immutable order.
System → Task → Constraints → Sources → Citations → Answer
Forbid header rename and reordering. -
Cite first then explain
Require a citation list before any prose.
Each line uses[source_id:section_id:line_start-line_end].
Only after the list, allow explanation and synthesis. -
Per source fences
Wrap each context block with start and end sentinels.
Disallow copying text across fences.
Reuse of a citation outside its fence is invalid. -
Stable headers
Freeze exact header tokens like## Sources,## Citations,## Answer.
The model must not invent new sections or rename existing ones. -
Minimal assembly
Prefer the smallest set of snippets that cover the question.
Avoid mixing paraphrases with quotes in the same section. -
Schema validation inside the prompt
Ask the model to print a snippet to citation table before the answer.
Enforce the field names from Data Contracts. -
If answers still flip
Apply WFGY modules at reasoning time.
Use BBAM to clamp attention variance.
Use BBCR to insert a bridge step between citation and explanation.
Copy paste prompt
You have TXT OS and WFGY Problem Map loaded.
Assemble the prompt using this immutable schema:
System → Task → Constraints → Sources → Citations → Answer.
Do not rename sections. Do not reorder sections.
Constraints:
* Cite first then explain.
* Citations must use \[source\_id\:section\_id\:line\_start-line\_end].
* Do not copy text across source fences.
* If a needed fact is outside the provided fences, say so.
Now given:
* question: "<paste>"
* sources with fences:
\[S1\:start] <snippet A> \[S1\:end]
\[S2\:start] <snippet B> \[S2\:end]
Steps:
1. Print a snippet ↔ citation table using the Data Contracts fields.
2. Print a short reasoning plan.
3. Produce the final answer with citations inline.
If schema is violated, stop and print the violation.
Minimal checklist
- Fixed section order and exact header tokens
- Citation list appears before explanation
- Per source fences are present and enforced
- Snippet to citation table is printed and consistent
- No cross source reuse in the answer
- If context is insufficient, the model says it explicitly
Acceptance targets
- ΔS(question, assembled_context) ≤ 0.45 across three paraphrases
- λ at reasoning remains convergent after citations are produced
- Reordering headers does not change the final answer
- Snippet ↔ citation table matches the answer lines
🔗 Quick-Start Downloads (60 sec)
| Tool | Link | 3-Step Setup |
|---|---|---|
| WFGY 1.0 PDF | Engine Paper | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + <your question>” |
| TXT OS (plain-text OS) | TXTOS.txt | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
🧭 Explore More
| Module | Description | Link |
|---|---|---|
| WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | View → |
| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | View → |
| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | View → |
| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | View → |
| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | View → |
| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | View → |
| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | Start → |
👑 Early Stargazers: See the Hall of Fame —
Engineers, hackers, and open source builders who supported WFGY from day one.
⭐ WFGY Engine 2.0 is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the Unlock Board.
