ɢi, pddlZddlZddlZddlmZddlmZmZddlm Z eje Z gdZ dddd d d d d dd ddddd ddddd gZdddd d d d ddd ddddd ddddd gZddd d d d d d!dd d"d#d$d%d dd&d'dd gZd(efd)Zd4d*ed+ed,ed-ed(ef d.Zd4d*ed+ed/ed,ed-ed(ef d0Zd1ed2ed,ed(efd3Zy)5N)Optional)assemble_contextget_full_context_for_domain) call_llm_text)capturedanalyzedplannedcombinedstaged implementedparkedinitzPreparing analysisz#Loading concept and project context)keylabel description est_secondscontextzAssembling contextz0Gathering roadmap state, tasks, and project data ai_analysiszAI analyzing conceptz=Classifying NEW vs LEGACY, identifying dependencies and scopecompletezAnalysis completez8Concept analyzed with classification and recommendationszPreparing planz*Loading concept analysis and project statez+Gathering full project context for planningai_planzAI generating planz@Creating staged implementation plan with tasks, risks, and testsz Plan completez/Implementation plan generated with staged taskszPreparing batchzLoading all selected conceptsz*Merging concept analyses and project stateai_batchzAI synthesizing batch planzECreating parallel tracks, dependency graph, and staged execution plan(zBatch plan completez;Unified implementation plan with parallel processing tracksreturncddlm}m}m}m}|j |j }gggd}|D]}|j|j|jxsd|jxsdd}|jdk(r|dj|^|jdk(r|dj||jdk(s|jr|jjnd|d <|dj||j |j } i} | D]c} | j| vrg| | j<| | jj| j| j| jxsdd e|j |j } g} | D]r}|j |j!|j"|jk(j%}| j|j&|j(du|d t|| | t*j*j-jd zd S)Nr) RoadmapItem BuildTaskPackageDomain)r in_progressdone)idtitlercategoryr r#r$ completed_at)r'statusr()domainrpackagesZ)roadmaptasksdomains timestamp) app.modelsrr r!r"queryallr&r'rr(r*appendr) isoformat list_namefilter domain_idcountr+ analyzed_atdatetimeutcnow) db_sessionrr r!r" roadmap_items roadmap_stateitementryr/ task_statetr0 domain_stated pkg_counts 2/sites/domain-asset-master/app/services/advisor.pybuild_advisor_contextrI#s1BB$$[1557MM 0wwDDTDTDZXZhlhuhuh{y{| ;;) # ) $ + +E 2 [[M ) - ( / / 6 [[F "EIEVEVD$5$5$?$?$A\`E. ! & ! ( ( /0   Y ' + + -EJ   ;;j (&(Jq{{ #1;;&&WWhh (b(   v&**,GL  $$W-44W5F5F!$$5NOUUW hh T1!   !&&--/99;cA   concept_title concept_inputadvisor_contextproject_contextc:dt|jdijdgdtj|jdijdgddt|jdijdgdtj|jdijdgddt|jdijd gdtj|jdijd gdd tj|jd gdd tj|jd idd|rdt d|ndd|d|d}|S)NuvYou are Aura Advisor, an AI architectural analyst for the Aura platform — an AI-powered domain-to-business generator. --- CONTEXT DOCTRINE --- You must use ALL provided context to inform your analysis. Context is the active ingredient, not background. The most expensive analysis is the one that ignores available data. --- CURRENT PROJECT STATE --- ROADMAP: - Planned (r.r z items): indentz - In Progress (r#z - Done (r$z ACTIVE DOMAINS: r0 TASK LISTS: r/ --- DOMAIN-SPECIFIC CONTEXT --- r%z$ --- CONCEPT TO ANALYZE --- Title:  Description: a --- YOUR TASK --- Analyze this concept and produce a structured JSON response with these fields: { "classification": "NEW" or "LEGACY" (NEW = entirely new behavior, LEGACY = changes to existing behavior), "classification_reasoning": "Why this is NEW or LEGACY", "scope": "small" | "medium" | "large" | "epic", "scope_estimate": "Human-readable estimate of effort", "dependencies": ["List of existing systems/features this depends on or affects"], "risks": ["Potential risks or things that could go wrong"], "prerequisites": ["Things that must exist or be done first"], "related_roadmap_items": ["Titles of related roadmap items already tracked"], "suggested_approach": "High-level approach recommendation", "key_questions": ["Questions that should be answered before implementation"], "impact_areas": ["Parts of the codebase or user experience this would affect"] } Respond with ONLY valid JSON.)lengetjsondumpschr)rKrLrMrNprompts rHbuild_analysis_promptr]Ss  ##Ir266y"E F GyQUQ[Q[\k\o\opy{}\~]C]CDMOQ]R[_R`QaaO'' 26::="MNOyY]YcYcdsdwdwyBDFeGeKeKLY[]e^gkZlYmm _ B / 3 3FB ? @A4::VeViVijsuwVxV|V|~DFHWIRVLWKXXO// 2>tLMN ZZ++GR8 F GHAP"3r7)O+<=VXYZ _'%!FL MrJanalysisc8dtj|jdijdgddtj|jdijdgddtj|jdijdgdd tj|jd idd |rd td |ndd|d|dtj|dd|jddd}|S)NuYou are Aura Advisor, an AI implementation planner for the Aura platform — an AI-powered domain-to-business generator. --- CONTEXT DOCTRINE --- You must use ALL provided context. Full structured context in every prompt. No assumptions — use what's provided. --- DEVELOPMENT PROTOCOL --- - For NEW behavior: strict TDD — write failing test first, then minimal code to pass, then refactor. - For LEGACY behavior: characterize first — add tests capturing current behavior, then evolve. - Always assume this code is serving production content. - Prefer small, composable functions over large rewrites. --- CURRENT PROJECT STATE --- ROADMAP: - Planned: r.r rPz - In Progress: r#z - Done: r$rRr/rSrTrUr%z --- CONCEPT --- Title: rVz --- PRIOR ANALYSIS --- rz --- YOUR TASK --- Generate a detailed implementation plan as structured JSON: { "plan_title": "Descriptive title for this implementation plan", "classification": "classificationNEWa", "phases": [ { "phase_number": 1, "title": "Phase title", "description": "What this phase accomplishes", "tasks": [ { "title": "Task title", "description": "What to do", "type": "test" | "implementation" | "refactor" | "config", "files_affected": ["list of files"], "estimated_effort": "small" | "medium" | "large" } ] } ], "test_requirements": [ { "test_name": "Name of test", "test_type": "unit" | "integration" | "e2e", "what_it_validates": "Description of what this test proves", "is_characterization": false } ], "risks_and_mitigations": [ { "risk": "What could go wrong", "severity": "low" | "medium" | "high", "mitigation": "How to prevent or handle it" } ], "success_criteria": ["List of things that must be true when this is done"], "estimated_total_effort": "Human-readable total estimate" } Respond with ONLY valid JSON.)rYrZrXr[)rKrLr^rMrNr\s rHbuild_plan_promptrb}s=   JJ**9b9==iLUY Z [\ ?..y"=AA-QST]abcd O'' 26::62Ft TUV ZZ++GR8 F GHAP"3r7)O+<=VXYZ _HQ ! ! %5u=>$?AD!FJ MrJconceptsanalysesc g}|D]k}|j|di}|j|d|d|ddd|jdd|jdd|jdgd md tj|jd id d tj|jdid dtj|d d}|S)Nr&r' raw_inputir`unknownscope dependencies)r&r'rr`rhrizYou are Aura Advisor, an AI batch planner for the Aura platform. --- CONTEXT DOCTRINE --- Use ALL provided context. Identify shared infrastructure, parallel tracks, and sequential dependencies across concepts. --- CURRENT PROJECT STATE --- ROADMAP: r.rPz TASKS: r/z --- CONCEPTS TO BATCH --- ras --- YOUR TASK --- Synthesize these concepts into a single staged implementation plan with parallel processing where possible. Return structured JSON: { "batch_title": "Descriptive title for this batch plan", "parallel_tracks": [ { "track_name": "Name of parallel track", "description": "What this track accomplishes", "concept_ids": [1, 2], "can_run_parallel_with": ["other track names"], "phases": [ { "phase_number": 1, "title": "Phase title", "tasks": [ { "title": "Task title", "concept_id": 1, "estimated_effort": "small" | "medium" | "large" } ] } ] } ], "dependency_graph": { "sequential_dependencies": [ {"before": "track/concept name", "after": "track/concept name", "reason": "why"} ], "shared_infrastructure": ["things multiple concepts need that should be built once"] }, "execution_order": ["Ordered list of what to build first, second, etc."], "total_estimated_effort": "Human-readable estimate", "risk_summary": ["Top risks across all concepts"] } Respond with ONLY valid JSON.)rXr5rYrZ)rcrdrMconcept_summariescr^r\s rHbuild_batch_promptrls   <<$,  D'wZ[>$3/&ll+;YG\\'95$LL< "     **_((B7 E FG ?&&w3DABC a()&*0!Fb MrJ)r%)rYloggingr<typingrapp.services.context_enginerrapp.services.llmr getLogger__name__loggerCONCEPT_STATUSESADVISOR_ANALYZE_STEPSADVISOR_PLAN_STEPSADVISOR_BATCH_STEPSdictrIstrr]rblistrlrJrHr|s U*   8 $e 1Bgxyz  4EwIJK $:LK\^_ !4EQRS  ->j{|}  4ErDEF  4FHY[\ ArDEF  .?^opq  4EqCDE !=OVgij !6HEVWX --`''S'SW'jm'wz'TFSFFF_cFvyFDGFR>>>>QT>rJ