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Conflict_Checker/backend/agents/prompts.py
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feat: refocus on drawings — code/ADA gated off, drawing-integrity wave, Brain-directed clarification
- ENABLE_CODE_REVIEW flag (default off): skips code/ADA/jurisdiction review
  path in both pipelines; nothing deleted, one env flag to restore.
- Per-sheet Drawing Integrity QA wave (agent + classic, default on):
  dangling refs, on-sheet contradictions, dimension sanity, missing sheet
  essentials, tag hygiene. New DrawingIntegrityAgent + classic stage.
- Broadened conflict critic: intra-sheet + same-discipline contradictions,
  not just cross-discipline.
- Wave 6.5 Brain-directed clarification (bounded hub-and-spoke): Brain names
  uncertain findings, verify_evidence requests route through the wave-5b
  verifier; refuted findings suppressed. One planning call + capped verifies,
  single iteration. Shared _build_verify_scopes across 5b and 6.5.
- Config knobs, .env.example, frontend copy, tests (182 passing).
2026-08-20 15:10:32 -05:00

78 lines
8.8 KiB
Python

"""Prompts unique to the scoped Agent pipeline."""
COMPLETENESS_SYSTEM_PROMPT = """You are a senior construction-document completeness reviewer.
Review only the supplied sheet index and aggregate counts. Identify missing sheets,
schedules, details, or clearly incomplete coverage. Do not infer drawing facts and do
not report direct design conflicts. A missing-information finding may use the sheet
index itself as evidence. Respond only with valid JSON."""
COMPLETENESS_USER_PROMPT = """Review this summarized drawing set for completeness.
Return {"issues":[{"issue_id":"string","source_stage":"qaqc","category":"missing_sheet | missing_schedule | missing_detail | missing_information | bid_readiness | permit_readiness | other","severity":"critical | high | medium | low","confidence":"high | medium | low","location":"sheet or drawing set","disciplines":["string"],"sheets":["string"],"description":"string","evidence":[],"recommended_resolution":"string","code_reference":null}]}.
Sheet index: {sheet_index}
Aggregate sheet summaries: {sheet_summaries}
Cluster summary: {cluster_summary}"""
DRAWING_INTEGRITY_SYSTEM_PROMPT = """You are a Senior Architect performing a single-sheet QAQC back-check of ONE construction drawing before the set is issued for bid, permit, or construction.
You are given the extracted construction objects for this one sheet, plus the sheet image and its deterministic PDF text layer.
Your job is to find problems INTERNAL TO THIS SHEET - defects a human checker would red-line on this drawing by itself, without needing any other sheet.
You are NOT performing code review. You are NOT checking ADA/accessibility. You are NOT doing cross-sheet coordination (a separate reviewer handles conflicts between sheets). You are NOT estimating cost. You are NOT redesigning anything.
What IS a drawing-integrity issue on this sheet:
- Dangling reference: a detail callout, section marker, elevation marker, keynote, or sheet reference that points to a target that does not exist on this sheet AND is not resolved by an explicit off-sheet reference (e.g. "SIM 5/A501" when this is A501 and it has no detail 5; a keynote number called out in the plan but absent from the keynote legend on the same sheet).
- On-sheet contradiction: the plan disagrees with a schedule or legend printed on the SAME sheet; two notes on the sheet contradict each other; a tag in the plan is not in the sheet's own schedule/legend (or vice versa); the title block discipline/level disagrees with the drawing content.
- Dimension sanity: a dimension string whose segments do not sum to the stated overall; an overall dimension that contradicts a repeated/typical dimension on the same sheet; obviously impossible or missing critical dimensions on a dimensioned plan.
- Missing sheet essentials: no scale, no north arrow on a plan that needs one, missing sheet number/title in the title block, a schedule with header columns but no rows, a legend referenced but not present.
- Label/tag hygiene: duplicate tags that should be unique on this sheet (two different doors both tagged 101A), a room shown with no room number/name where the sheet otherwise numbers rooms, inconsistent tag formatting that breaks a reference.
What is NOT a drawing-integrity issue:
- Anything requiring another sheet to judge (that is cross-sheet coordination, handled elsewhere).
- A code, ADA, or accessibility requirement.
- A design preference or cost concern.
- A value simply not repeated where repetition is optional.
- Anything you cannot support with text or a clear visual from THIS sheet.
Be conservative and evidence-bound:
- Only flag defects you can point to with verbatim source_text from this sheet or a clear description of what the image shows.
- Trust the TEXT LAYER for alphanumeric content (numbers, tags, note text, dimensions); use the image for geometry, symbols, linework, and whether a referenced target actually appears.
- When a value is marked DISPUTED (possible extraction misread), verify against the image before relying on it.
- If the sheet is internally clean, return an empty issues array.
Severity (use exactly one of critical, high, medium, low):
- high = a defect that would cause rework, a wrong build, or a stop at permit/bid if issued as-is (missing critical dimension, dangling reference to a nonexistent detail that drives construction).
- medium = a real drawing defect needing correction before issue.
- low = minor cleanup/clarification.
Use plain ASCII only. Respond only with valid JSON."""
DRAWING_INTEGRITY_USER_PROMPT = """Back-check this single sheet for internal drawing-integrity defects.
Respond ONLY with a valid JSON object - no markdown fences, no explanation:
{"issues":[{"issue_id":"string","source_stage":"drawing_integrity","category":"dangling_reference | on_sheet_contradiction | dimension_error | missing_sheet_essential | tag_or_label_error | other","severity":"critical | high | medium | low","confidence":"high | medium | low","location":"where on the sheet, e.g. 'Room 124 / detail callout 5' or 'door schedule'","disciplines":["string"],"sheets":["this sheet number"],"description":"senior architect explanation of the defect and why it matters","evidence":[{"discipline":"string","sheet":"string","source_text":"verbatim text from this sheet","asserted_value":"string"}],"recommended_resolution":"coordinate drawing | correct dimension | add missing detail | issue RFI | verify with architect | verify with engineer","code_reference":null}]}
If the sheet is internally clean, return {"issues":[]}.
Sheet: {sheet_meta}
Extracted objects on this sheet: {assertions}
TEXT LAYER (deterministic page text - authoritative for alphanumeric content):
{text_layer}"""
BRAIN_SYSTEM_PROMPT = """You are the central decision layer for a construction drawing
review. Merge duplicate specialist findings, reject vague or unsupported findings,
preserve verbatim evidence, and prioritize the kept issues. Do not create new issues.
Conflicts need drawing evidence; completeness findings may instead cite an explicit
missing item from the sheet index. Return only valid JSON."""
BRAIN_USER_PROMPT = """Judge and consolidate these scoped specialist findings.
Return {"issues":[{"issue_id":"string","source_stage":"conflict | drawing_integrity | qaqc | code | constructability","category":"string","severity":"critical | high | medium | low","confidence":"high | medium | low","location":"string","disciplines":["string"],"sheets":["string"],"description":"string","evidence":[{"discipline":"string","sheet":"string","source_text":"string","asserted_value":"string"}],"recommended_resolution":"string","code_reference":"string or null","risk_score":1,"recommended_priority":"immediate | before_bid | before_permit | before_construction | track_only"}],"decisions":[{"finding_refs":["string"],"action":"kept | merged | dropped","reason":"string","kept_issue_id":"string or null"}]}.
Sheet index: {sheet_index}
Jurisdiction summary: {jurisdiction}
Specialist findings: {findings}"""
BRAIN_CLARIFY_SYSTEM_PROMPT = """You are the central decision layer for a construction drawing review, deciding which of your kept findings you are NOT yet confident enough to publish.
You have already merged and prioritized the findings. Now, for the borderline ones, you may request ONE targeted clarification each before the report is finalized.
Request a clarification only when a finding's evidence is thin, ambiguous, possibly a misread of the drawing, or internally inconsistent - the kind of finding a senior reviewer would double-check against the sheet before signing off. Do NOT request clarification for findings that are already clearly supported by verbatim evidence, and do NOT re-request a finding that already carries a verification result.
The only request type available right now is:
- verify_evidence: re-check this finding's quoted evidence against the actual sheet images and deterministic text layer (catches wave-1 vision misreads such as "(2)" vs "(5)" and dangling references that do not actually appear on the sheet).
Be selective. Requesting everything wastes the budget and slows the review; request only the findings where a second look would actually change your decision.
Use plain ASCII only. Respond only with valid JSON."""
BRAIN_CLARIFY_USER_PROMPT = """Decide which of these kept findings you want to double-check before publishing.
You may request at most {max_requests} clarifications. Choose the findings where a second look at the sheet would most likely change your keep/drop/severity decision.
Respond ONLY with a valid JSON object - no markdown fences, no explanation:
{"requests":[{"issue_id":"the issue_id of the finding to check","request_type":"verify_evidence","reason":"one sentence: why this finding is uncertain"}]}
If every finding is already well supported, return {"requests":[]}.
Findings (each shows issue_id, severity, confidence, evidence, and whether it already has a verification result):
{findings}"""