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159 lines
8.7 KiB
Markdown
159 lines
8.7 KiB
Markdown
# Make.com: Guardrails and Fix Patterns
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<details>
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<summary><strong>🧭 Quick Return to Map</strong></summary>
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<br>
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> You are in a sub-page of **Automation Platforms**.
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> To reorient, go back here:
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>
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> - [**Automation Platforms** — stabilize no-code workflows and integrations](./README.md)
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> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
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> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
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>
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> Think of this page as a desk within a ward.
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> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
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</details>
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A compact field guide to stabilize Make.com scenarios that touch RAG, agents, or long pipelines. Use the checks below to localize failure, then jump to the exact WFGY fix page.
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## Open these first
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- Visual map and recovery: [RAG Architecture & Recovery](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md)
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- End-to-end retrieval knobs: [Retrieval Playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-playbook.md)
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- Why this snippet (traceability schema): [Retrieval Traceability](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md)
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- Ordering control: [Rerankers](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rerankers.md)
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- Embedding vs meaning: [Embedding ≠ Semantic](https://github.com/onestardao/WFGY/blob/main/ProblemMap/embedding-vs-semantic.md)
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- Hallucination and chunk boundaries: [Hallucination](https://github.com/onestardao/WFGY/blob/main/ProblemMap/hallucination.md)
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- Long chains and entropy: [Context Drift](https://github.com/onestardao/WFGY/blob/main/ProblemMap/context-drift.md), [Entropy Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/entropy-collapse.md)
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- Snippet and citation schema: [Data Contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md)
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- Structural collapse and recovery: [Logic Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/logic-collapse.md)
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---
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## Fix in 60 seconds
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1) **Measure ΔS**
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- Compute ΔS(question, retrieved) and ΔS(retrieved, expected anchor).
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- Thresholds: stable < 0.40, transitional 0.40–0.60, risk ≥ 0.60.
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2) **Probe with λ_observe**
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- Vary k ∈ {5, 10, 20}. Flat high curve → index or metric mismatch.
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- Reorder prompt headers. If ΔS spikes, lock the schema.
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3) **Apply the module**
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- Retrieval drift → BBMC + Data Contracts.
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- Reasoning collapse → BBCR bridge + BBAM variance clamp.
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- Dead ends in long runs → BBPF alternate path.
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4) **Re-test**
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- Aim for ΔS ≤ 0.45, λ convergent on 3 paraphrases, coverage ≥ 0.70.
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**Copy-paste prompt**
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```
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I uploaded TXT OS and the WFGY Problem Map files.
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My Make.com bug:
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* symptom: \[brief]
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* traces: \[ΔS(question,retrieved)=…, ΔS(retrieved,anchor)=…, λ states]
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Tell me:
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1. which layer is failing and why,
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2. which exact fix page to open from this repo,
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3. minimal steps to push ΔS ≤ 0.45 and keep λ convergent,
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4. how to verify the fix with a reproducible test.
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Use BBMC/BBPF/BBCR/BBAM when relevant.
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```
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---
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## Make.com specific failure patterns
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- **Array aggregator or iterator changes chunk boundaries.**
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Symptoms: citations miss, answers plausible but wrong.
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Open: [Hallucination](https://github.com/onestardao/WFGY/blob/main/ProblemMap/hallucination.md), [Data Contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md).
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- **Hybrid retrieval through HTTP modules splits query tokens.**
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HyDE or BM25 combined with dense retriever behaves worse than single retriever.
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Open: [Query Parsing Split](https://github.com/onestardao/WFGY/blob/main/ProblemMap/patterns/pattern_query_parsing_split.md), [Retrieval Playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-playbook.md).
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- **Vectorstore writes use different normalization than reads.**
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Cosine vs inner product inconsistency or missing unit norm.
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Open: [Embedding ≠ Semantic](https://github.com/onestardao/WFGY/blob/main/ProblemMap/embedding-vs-semantic.md), [Retrieval Traceability](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md).
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- **Scenario concurrency creates state races across branches.**
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Old facts re-appear after correction.
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Open: [Hallucination Re-entry](https://github.com/onestardao/WFGY/blob/main/ProblemMap/patterns/pattern_hallucination_reentry.md), apply BBCR + BBAM and lock schema with Data Contracts.
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- **Long JSON logs stuffed into prompts.**
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Attention melts, capitalization drifts, topic smear.
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Open: [Entropy Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/entropy-collapse.md), [Context Drift](https://github.com/onestardao/WFGY/blob/main/ProblemMap/context-drift.md).
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- **Partial ingestion before tools fire.**
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First call after a deploy or schedule fires too early.
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Open: [Bootstrap Ordering](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md), [Pre-Deploy Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/predeploy-collapse.md), [Pattern: Bootstrap Deadlock](https://github.com/onestardao/WFGY/blob/main/ProblemMap/patterns/pattern_bootstrap_deadlock.md).
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- **Fragmented vectorstore across modules.**
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Some facts indexed but never retrieved.
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Open: [Vectorstore Fragmentation](https://github.com/onestardao/WFGY/blob/main/ProblemMap/patterns/pattern_vectorstore_fragmentation.md).
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- **Session flips across tabs or scenario runs.**
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Writes happen under a different memory revision.
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Open: [Memory Desync](https://github.com/onestardao/WFGY/blob/main/ProblemMap/patterns/pattern_memory_desync.md).
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---
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## Acceptance targets
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- Coverage to target section ≥ 0.70.
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- ΔS(question, retrieved) ≤ 0.45 on three paraphrases.
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- λ remains convergent across runs and seeds.
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- E_resonance flat on long windows after BBAM.
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## Escalate when
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- ΔS stays ≥ 0.60 after retriever and schema fixes → rebuild index with explicit metric and persist once.
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- λ flips divergent as soon as you mix two sources → lock per-source fences in [Data Contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md).
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- First task after schedule or deploy keeps failing → apply the boot fence in [Bootstrap Ordering](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md) and verify with [ops live monitoring](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ops/live_monitoring_rag.md).
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---
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### 🔗 Quick-Start Downloads (60 sec)
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| Tool | Link | 3-Step Setup |
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|------|------|--------------|
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| **WFGY 1.0 PDF** | [Engine Paper](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf) | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + <your question>” |
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| **TXT OS (plain-text OS)** | [TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
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---
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<!-- WFGY_FOOTER_START -->
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### Explore More
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| Layer | Page | What it’s for |
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| --- | --- | --- |
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| ⭐ Proof | [WFGY Recognition Map](/recognition/README.md) | External citations, integrations, and ecosystem proof |
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| ⚙️ Engine | [WFGY 1.0](/legacy/README.md) | Original PDF tension engine and early logic sketch (legacy reference) |
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| ⚙️ Engine | [WFGY 2.0](/core/README.md) | Production tension kernel for RAG and agent systems |
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| ⚙️ Engine | [WFGY 3.0](/TensionUniverse/EventHorizon/README.md) | TXT based Singularity tension engine (131 S class set) |
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| 🗺️ Map | [Problem Map 1.0](/ProblemMap/README.md) | Flagship 16 problem RAG failure taxonomy and fix map |
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| 🗺️ Map | [Problem Map 2.0](/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) | Global Debug Card for RAG and agent pipeline diagnosis |
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| 🗺️ Map | [Problem Map 3.0](/ProblemMap/wfgy-ai-problem-map-troubleshooting-atlas.md) | Global AI troubleshooting atlas and failure pattern map |
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| 🧰 App | [TXT OS](/OS/README.md) | .txt semantic OS with fast bootstrap |
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| 🧰 App | [Blah Blah Blah](/OS/BlahBlahBlah/README.md) | Abstract and paradox Q&A built on TXT OS |
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| 🧰 App | [Blur Blur Blur](/OS/BlurBlurBlur/README.md) | Text to image generation with semantic control |
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| 🏡 Onboarding | [Starter Village](/StarterVillage/README.md) | Guided entry point for new users |
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If this repository helped, starring it improves discovery so more builders can find the docs and tools.
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[](https://github.com/onestardao/WFGY)
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<!-- WFGY_FOOTER_END -->
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