woogiandCursor
82a48d99cf
Wire specialist waves, Brain consolidation, and Classic-compatible reports so Agent mode can run end-to-end via OpenRouter without changing the default Classic path. Co-authored-by: Cursor <cursoragent@cursor.com>
75 lines
3.0 KiB
Python
75 lines
3.0 KiB
Python
"""Per-cluster conflict critics with hard evidence and image caps."""
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from typing import Dict, List
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from backend import config
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from backend.agents.base import AgentResult, AgentScope, AgentUsage, failure
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from backend.llm import call_json
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from backend.pipeline.conflict_checker import _evidence_block, _valid_conflict
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from backend.prompts import CONFLICT_SYSTEM_PROMPT, CONFLICT_USER_INSTRUCTION
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def _as_finding(conflict: Dict, scope_id: str) -> Dict:
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return {
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"issue_id": conflict.get("conflict_id") or "",
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"source_stage": "conflict",
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"category": conflict.get("category") or "uncategorized",
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"severity": conflict.get("severity") or "medium",
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"confidence": conflict.get("confidence") or "medium",
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"location": conflict.get("location") or "",
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"disciplines": conflict.get("disciplines") or [],
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"sheets": conflict.get("sheets") or [],
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"description": conflict.get("description") or "",
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"evidence": conflict.get("evidence") or [],
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"recommended_resolution": conflict.get("recommended_resolution") or "",
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"code_reference": None,
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"agent": "conflict_critic",
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"scope_id": scope_id,
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}
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class ConflictCriticAgent:
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name = "conflict_critic"
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def __init__(self, usage: AgentUsage) -> None:
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self.usage = usage
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def run(self, scope: AgentScope) -> AgentResult:
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try:
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cluster = dict(scope.payload["cluster"])
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cluster["assertions"] = (
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cluster.get("assertions") or []
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)[:config.AGENT_CLUSTER_MAX_ASSERTIONS]
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page_to_b64: Dict[int, str] = scope.payload.get("page_to_b64") or {}
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images: List[str] = []
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for page_number in (
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cluster.get("page_numbers") or []
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)[:config.AGENT_CONFLICT_MAX_IMAGES]:
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if page_to_b64.get(page_number):
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images.append(page_to_b64[page_number])
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instruction = (
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CONFLICT_USER_INSTRUCTION
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.replace("{location}", cluster.get("location") or "")
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.replace("{evidence}", _evidence_block(cluster))
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)
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parsed = call_json(
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system_prompt=CONFLICT_SYSTEM_PROMPT,
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user_text=instruction,
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images_b64=images,
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max_tokens=config.REASON_MAX_TOKENS,
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model=config.AGENT_CONFLICT_MODEL,
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usage_tracker=self.usage,
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usage_stage="agent.conflict",
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)
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candidates = parsed if isinstance(parsed, list) else (
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parsed.get("conflicts") if isinstance(parsed, dict) else []
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)
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findings = []
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for candidate in candidates or []:
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conflict = _valid_conflict(candidate, cluster)
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if conflict:
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findings.append(_as_finding(conflict, scope.scope_id))
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return AgentResult(scope_id=scope.scope_id, artifacts=findings)
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except Exception as exc:
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return failure(scope, exc)
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