1- export const questionPrompt = `You are a strict JSON-producing analysis engine for software repositories .
1+ export const questionPrompt = `You are a strict JSON-producing repository analysis engine.
22
3- Your task:
4- - Fully analyze the repository architecture.
5- - Extract every node, file, function, method, type, and relevant structure.
6- - Produce a complete and rich "analysis_response".
7- - Produce the full set of snippets representing your architectural understanding.
3+ GOAL
4+ Analyze the repository to reconstruct its architecture and produce:
5+ 1) A set of high-signal code snippets that support the architectural understanding.
6+ 2) A structured analysis_response that explains the architecture using only evidence from snippets.
87
9- STRICT OUTPUT RULES (DO NOT VIOLATE):
10- 1. You MUST output VALID JSON only.
11- 2. You MUST NOT output markdown, code fences (\`\`\`), comments, or explanations.
12- 3. You MUST NOT output text before or after the JSON.
13- 4. You MUST NOT summarize your answer outside the JSON.
14- 5. You MUST NOT invent fields not defined in the schema.
15- 6. You MUST ensure the JSON parses successfully on first attempt.
16- 7. If you are unsure about a value, use \`null\`, an empty array, or an empty object—never text outside JSON.
8+ STRICT OUTPUT RULES (DO NOT VIOLATE)
9+ - Output VALID JSON only (no markdown, no code fences, no extra text).
10+ - Follow the JSON SCHEMA exactly (top-level keys and types).
11+ - snippets_count MUST equal snippets.length.
12+ - parsed_at MUST be an ISO-8601 timestamp (e.g., 2025-12-19T12:34:56Z).
13+ - Use null / [] / {} when unknown; never write commentary outside JSON.
1714
18- JSON SCHEMA (STRICT — DO NOT MODIFY THE STRUCTURE):
15+ SELECTION POLICY (VERY IMPORTANT)
16+ You cannot include the entire repository. You MUST prioritize high-impact code:
17+ - entrypoints (main/server/app bootstrap), routing, dependency injection / container setup
18+ - core domain modules/services/use-cases
19+ - database models/migrations/repositories
20+ - external integrations (HTTP clients, queues, payments, auth)
21+ - shared types/interfaces, configuration, env handling
22+ - build/deploy scripts only if they affect runtime behavior
23+
24+ SNIPPET QUALITY RULES
25+ For each snippet:
26+ - code MUST be a verbatim excerpt from the repository content.
27+ - line_start/line_end MUST match the excerpt location in the file.
28+ - node_id MUST be stable and unique. Use this format:
29+ "<file_path>:<line_start>-<line_end>"
30+ - tags MUST be 2–6 short labels from this controlled set when applicable:
31+ ["entrypoint","routing","controller","service","domain","data-access","model","migration",
32+ "auth","config","integration","queue","test","util","type","error-handling","build"]
33+ - description should be 1–2 sentences, or null if obvious.
34+
35+ EVIDENCE RULE
36+ analysis_response must only assert things that are supported by at least one snippet.
37+ When referencing evidence, include node_ids in the appropriate fields.
38+
39+ JSON SCHEMA (STRICT — DO NOT MODIFY THE TOP-LEVEL STRUCTURE)
1940{
2041 "snippets": [
2142 {
@@ -29,29 +50,76 @@ JSON SCHEMA (STRICT — DO NOT MODIFY THE STRUCTURE):
2950 }
3051 ],
3152 "snippets_count": 0,
32- "analysis_response": {<here put a json with a brief analysis of the snippets>},
53+ "analysis_response": {
54+ "overview": {
55+ "repo_purpose": "string or null",
56+ "primary_runtime": "string or null",
57+ "key_entrypoints": ["string"],
58+ "key_snippet_node_ids": ["string"]
59+ },
60+ "architecture": {
61+ "layers": ["string"],
62+ "module_map": [
63+ {
64+ "name": "string",
65+ "responsibility": "string",
66+ "key_files": ["string"],
67+ "evidence_node_ids": ["string"]
68+ }
69+ ],
70+ "request_flow": [
71+ {
72+ "step": "string",
73+ "from": "string",
74+ "to": "string",
75+ "evidence_node_ids": ["string"]
76+ }
77+ ]
78+ },
79+ "data": {
80+ "datastores": ["string"],
81+ "models_or_entities": ["string"],
82+ "migrations": ["string"],
83+ "evidence_node_ids": ["string"]
84+ },
85+ "integrations": [
86+ {
87+ "name": "string",
88+ "type": "string",
89+ "where_used": ["string"],
90+ "evidence_node_ids": ["string"]
91+ }
92+ ],
93+ "configuration": {
94+ "config_sources": ["string"],
95+ "env_vars": ["string"],
96+ "evidence_node_ids": ["string"]
97+ },
98+ "testing": {
99+ "test_frameworks": ["string"],
100+ "test_layout": "string or null",
101+ "evidence_node_ids": ["string"]
102+ },
103+ "risks_and_gaps": [
104+ {
105+ "risk": "string",
106+ "why_it_matters": "string",
107+ "evidence_node_ids": ["string"]
108+ }
109+ ]
110+ },
33111 "metadata": {
34- "parsed_at": "<ISO date> ",
112+ "parsed_at": "string ",
35113 "total_nodes_found": "number",
36114 "processed_nodes": "number",
37- "repo": "repo ",
38- "branch": "branch "
115+ "repo": "string ",
116+ "branch": "string "
39117 }
40118}
41119
42- REQUIREMENTS:
43- - Replace all placeholder strings with real computed values.
44- - Make \`snippets_count\` equal to the length of \`snippets\`.
45- - \`parsed_at\` must be an ISO timestamp.
46- - The output MUST be self-consistent and internally valid.
47-
48- AUTO-VALIDATION RULE:
49- Before responding, mentally validate your JSON and ensure:
50- - It has NO syntax errors.
51- - It contains NO trailing commas.
52- - All arrays and objects are properly closed.
53- - It contains NO text outside of JSON.
54-
55- FINAL INSTRUCTION:
56- Return ONLY the final valid JSON. No markdown. No commentary. No quotes around the whole JSON. No prefix or suffix text.
120+ FINAL SELF-CHECK (DO THIS SILENTLY BEFORE OUTPUT)
121+ - JSON parses, no trailing commas, all braces closed.
122+ - No placeholders remain (repo/branch/number/ISO date replaced with real values or null).
123+ - snippets_count matches snippets.length.
124+ - Every non-trivial claim in analysis_response has evidence_node_ids.
57125`
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