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perf: simplify analyze_pipeline.py to rely exclusively on single-turn analysis

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Coco Sheng
2026-05-06 16:40:51 -04:00
parent 35066b6344
commit a3755d6b3c
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scripts/backlog-analysis/README.md
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@@ -46,9 +46,10 @@ python3 fetch_from_url.py "https://github.com/google-gemini/gemini-cli/issues/?q
### Step 2: Analyze Effort Level
Run the unified effort analysis pipeline. This single Python script efficiently
runs a deep agentic codebase search, gracefully falls back to context-based
single-turn analysis for complex cases, runs heuristic validation to prevent
underestimations, and immediately exports the results to a CSV.
runs a fast, context-aware single-turn analysis for each issue (pre-fetching
codebase context via grep), dynamically validates the effort level against
architectural rules using an AI reviewer persona, and immediately exports the
results to a CSV.
```bash
python3 analyze_pipeline.py --api-key "YOUR_KEY" --input data/bugs.json --project ../../packages