diff --git a/ProblemMap/eval/eval_operator_guidelines.md b/ProblemMap/eval/eval_operator_guidelines.md deleted file mode 100644 index 1a34041f..00000000 --- a/ProblemMap/eval/eval_operator_guidelines.md +++ /dev/null @@ -1,138 +0,0 @@ -# Eval: Operator Guidelines - -This page sets strict rules for **human operators and evaluators** running WFGY-aligned evaluation suites. Evaluation is not a free-form activity. It must follow consistent contracts, logging standards, and reproducible steps. - ---- - -## Open these first - -* Gold set design: [goldset\_curation.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Eval/goldset_curation.md) -* Precision/recall evals: [eval\_rag\_precision\_recall.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Eval/eval_rag_precision_recall.md) -* Observability probes: [alerting\_and\_probes.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Eval_Observability/alerting_and_probes.md) - ---- - -## Acceptance targets - -* **Inter-annotator agreement** ≥ 0.85 across 3 operators -* **Annotation variance** ≤ 10% -* **Audit reproducibility** ≥ 95% (rerun matches logged label) -* **No operator-induced drift**: ΔS stability remains within ±0.05 after evaluation - ---- - -## Operator responsibilities - -1. **Stay schema-locked** - Every operator must apply the same definition of "correct" → answer cites the correct snippet and explains consistently. - -2. **Use three-paraphrase rule** - Rephrase the query 3× before marking coverage. If answer flips across paraphrases, log as unstable. - -3. **Log ΔS and λ** - Each annotated run must include structural metrics: ΔS(question,retrieved), λ states, snippet IDs. - -4. **Apply cost view** - Record token counts and cost-per-correct when judging pipelines. - -5. **No ad-hoc overrides** - Do not improvise “fixes” in evaluation logs. All fixes must point to an existing ProblemMap page. - ---- - -## Annotation protocol - -* **Step 1: Load baseline** - Open gold set. Verify expected snippet IDs. - -* **Step 2: Apply candidate system** - Run the same queries with candidate pipeline. - -* **Step 3: Compare** - - * If candidate cites correct snippet and stays under ΔS ≤ 0.45 → mark correct. - * If citation missing or ΔS ≥ 0.60 → mark fail, attach probable ProblemMap fix. - -* **Step 4: Log JSON** - -```json -{ - "operator": "user123", - "q_id": "Q42", - "question": "What is the cutoff for semantic drift?", - "expected_snippet": "S123", - "candidate_snippet": "S123", - "ΔS": 0.39, - "λ_state": "→", - "correct": true, - "cost_usd": 0.0012, - "notes": "Stable across 3 paraphrases" -} -``` - ---- - -## When to escalate - -* Annotators disagree by >15% → escalate to eval lead. -* ΔS drifts beyond thresholds but operators label "correct" → escalate and reconcile. -* Costs exceed 1.5× baseline → halt run until reviewed. - ---- - -## Audit checklist - -* [ ] All logs stored in versioned JSONL. -* [ ] At least 2 operators per eval run. -* [ ] Spot check 10% of logs with independent reviewer. -* [ ] Archive outputs with system hash, gold set version, and ProblemMap pointers. - ---- - -### 🔗 Quick-Start Downloads (60 sec) - -| Tool | Link | 3-Step Setup | -| -------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------- | -| **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 + \” | -| **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 | - ---- - -### 🧭 Explore More - -| Module | Description | Link | -| ------------------------ | ---------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------- | -| WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) | -| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) | -| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) | -| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) | -| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) | -| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) | -| 🧙‍♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) | - ---- - -> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** — -> Engineers, hackers, and open source builders who supported WFGY from day one. - -> GitHub stars ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md). - -
- -[![WFGY Main](https://img.shields.io/badge/WFGY-Main-red?style=flat-square)](https://github.com/onestardao/WFGY) -  -[![TXT OS](https://img.shields.io/badge/TXT%20OS-Reasoning%20OS-orange?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS) -  -[![Blah](https://img.shields.io/badge/Blah-Semantic%20Embed-yellow?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah) -  -[![Blot](https://img.shields.io/badge/Blot-Persona%20Core-green?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot) -  -[![Bloc](https://img.shields.io/badge/Bloc-Reasoning%20Compiler-blue?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc) -  -[![Blur](https://img.shields.io/badge/Blur-Text2Image%20Engine-navy?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur) -  -[![Blow](https://img.shields.io/badge/Blow-Game%20Logic-purple?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow) -  - -
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