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AGENTS.md

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+# AGENTS
+
+## Extending review logic
+The review flow is:
+1) Generate diff and chunk it in src/ai_reviewer/diff.py.
+2) Build prompts in src/ai_reviewer/prompt.py.
+3) Send to the model in src/ai_reviewer/ollama.py.
+4) Render outputs in src/ai_reviewer/render.py.
+
+## Adding new checks
+- Add new rules to the prompt template in src/ai_reviewer/prompt.py.
+- Keep outputs JSON-only and evidence-based.
+- For uncertain findings, set label to VERIFY.
+
+## Adding linter integration
+- Capture linter output in a new module (for example src/ai_reviewer/lint.py).
+- Merge linter findings into the existing Finding list in src/ai_reviewer/render.py.
+- Ensure each linter-based finding includes file, location, and a snippet of the relevant diff when possible.
+
+## Prompt tuning
+- Keep the JSON schema stable so parsing remains deterministic.
+- Avoid adding non-deterministic instructions.
+- If adding fields, update the parser in src/ai_reviewer/cli.py.