Files
famlaw/activeblue_familylaw/models/fl_analysis.py
tocmo0nlord 465c049251 Add Attorney AI agent (substantive strategy memo)
- fl.attorney.agent (AbstractModel): manual-only substantive analysis fired from
  the case AI tab. Builds a full case context (parties, children, financials,
  issue tags, prior analyses) plus candidate statute/caselaw lists, and asks
  Claude to author a strategy memo, draft arguments/counterarguments, write a
  risk narrative, and assess substantial change (FL 61.30(1)(b))
- Grounds output in the real library: the model may only pick statutes/case law
  from the supplied candidates, which are then resolved back to records and
  linked (fl.analysis.cited_statute_ids / matched_caselaw_ids, case.caselaw_ids)
- Rule-based fallback produces a usable memo (complexity, statutes by category,
  caselaw by tag, risk flags) when the API is unavailable — never a raw error
- fl.analysis: add analysis_type, strategy_memo (Html), risk_narrative,
  cited_statute_ids; surface them in the analysis views
- fl.case: add attorney_memo_id + related memo/risk display; action_run_attorney_agent
  opens the memo; "Generate Attorney Strategy Memo" button on the AI tab (admin)
- Refactor fl_ai_engine: extract shared call_claude_json(system, user) +
  _extract_json so both agents and the engine share one Claude/JSON path

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-29 00:12:20 +00:00

98 lines
3.4 KiB
Python

from odoo import fields, models
class FlAnalysis(models.Model):
"""AI case analysis record. Written by the Claude API engine (fl.ai.engine)."""
_name = 'fl.analysis'
_description = 'AI Case Analysis Result'
_order = 'create_date desc'
case_id = fields.Many2one(
'fl.case', ondelete='cascade', index=True
)
analysis_type = fields.Selection([
('engine', 'AI Engine Analysis'),
('attorney', 'Attorney Strategy Memo'),
], string='Analysis Type', default='engine')
analysis_date = fields.Datetime(
string='Analysis Date',
default=fields.Datetime.now
)
model_used = fields.Char(
string='AI Model',
default='claude-sonnet-4-20250514'
)
# ── Results (referenced by fl_case related fields) ─────────────────────
attorney_referral_flag = fields.Boolean(
string='Attorney Referral Recommended',
default=False
)
attorney_referral_reason = fields.Text(
string='Attorney Referral Reason'
)
plain_english_summary = fields.Text(
string='Plain English Summary (EN)',
help='3-5 sentence summary of case analysis — no legal jargon'
)
plain_english_summary_es = fields.Text(
string='Plain English Summary (ES)',
help='Resumen en español — sin jerga legal'
)
# ── Attorney Strategy Memo ─────────────────────────────────────────────
strategy_memo = fields.Html(
string='Strategy Memo',
help='Substantive strategy memo authored by the Attorney agent.'
)
risk_narrative = fields.Text(
string='Risk Narrative',
help='Narrative of substantive risks: DV, hidden assets, income '
'imputation, unrepresented respondent, etc.'
)
cited_statute_ids = fields.Many2many(
'fl.statute',
'fl_analysis_statute_rel',
'analysis_id', 'statute_id',
string='Cited Statutes'
)
# ── Analysis Detail (Phase 5) ──────────────────────────────────────────
petitioner_arguments = fields.Text(
string='Petitioner Arguments (JSON)'
)
respondent_counterarguments = fields.Text(
string='Respondent Counter-Arguments (JSON)'
)
procedural_risks = fields.Text(
string='Procedural Risks (JSON)'
)
matched_caselaw_ids = fields.Many2many(
'fl.caselaw',
'fl_analysis_caselaw_rel',
'analysis_id', 'caselaw_id',
string='Matched Case Law'
)
confidence_level = fields.Selection([
('high', 'High'),
('medium', 'Medium'),
('low', 'Low'),
], string='Confidence Level')
case_complexity = fields.Selection([
('simple', 'Simple'),
('moderate', 'Moderate'),
('complex', 'Complex'),
], string='Case Complexity')
raw_response = fields.Text(
string='Raw AI Response',
help='Full JSON response from the Claude API — for debugging'
)
error_message = fields.Text(
string='Error (if analysis failed)'
)
state = fields.Selection([
('pending', 'Pending'),
('complete', 'Complete'),
('failed', 'Failed'),
], string='Status', default='pending')