7i->UdZddlZddlZddlmZdgdfdgdfdgd fd gd fd gd fgZeeeeefe d<gdZ eeee e fe d<iddddddddddddddddddddd dd!dd"dd#dd$dd%dd&d'd'ddd(Z e eeefefe d)<d*d+d+d,d-Ze ee fe d.<d/d0d1d2d3d4d5d6Ze eefe d7<gd8gd9gd:d;Ze eeefe d<<gd=Zgd>ZGd?d@ZedAk(reZgdBZedCedDedCeD]]Zej5eZedEedFdGdHedIdJdKedLdMedNdOdPeddQ edRedSdTedUdVedWdXedYdZ _ed[ed\eej9edyy)]u Genesis Triage Agent ==================== Fast keyword-based classifier: routes any task string to the correct general + model tier in < 2 seconds — no LLM call required. Usage: from core.triage_agent import GenesisTriageAgent agent = GenesisTriageAgent() result = agent.triage("Build a Stripe checkout flow for ReceptionistAI") print(result) Output shape: { "general": "FORGE", "complexity": "moderate", "model_tier": 2, "priority": "high", "suggested_model": "minimax/minimax-01", "estimated_cost_usd": 0.006, "parallel_safe": True, "requires_browser": False, "requires_memory_write": False } N)Any MNEMOSYNE)memorykgknowledge graphaxiomrlmz reward model preferenceingest embeddingtitanindexingz vector storeepisodiczsemantic memory PROMETHEUS) mcp capabilityinstallevaluatezmodel evaluation benchmarkznew toolskillpluginzintegration testzcapability auditz new modelzevaluate modelATLAS)researchfindsearch competitoranalyseanalyzescrapecrawlmarketpricing intelligencediscoverauditreportztop 20surveytrendz agency listz lead listHERMES)demoghlemailoutreachclientagencyonboardbrowserlogin fill formclickz setup ghlworkflowfunnelz landing pagesalesz lead capturecrmstripez checkout flowwebsitednsFORGE)buildcode implementfixwritecreatedevelopdeploy architectprdstorytestdebugrefactorbackendfrontendapidatabase migrationscriptendpointfunctionclassmoduleGENERAL_KEYWORDS))simpler)moderaterW2)complexrY)deepr[i'COMPLEXITY_TIERS)rrVgoogle/gemini-2.5-flash)rrX)rrZ)rr\deepseek/deepseek-chat)r<rVminimax/minimax-01)r<rX)r<rZ)r<r\anthropic/claude-sonnet-4-5)r)rV)r)rXmoonshot/moonshot-v1-8k)r)rZ)r)r\)rrV)rrX)rrZ)rr\)rrVanthropic/claude-haiku-4-5))rrX)rrZ)rr\MODEL_SELECTION)rVrXrZr\TIER_BY_COMPLEXITYgMb`?g~jtx?gMbP?g~jth?gMbp?g~jt?g{Gz?)r^r`r_rbrcrazanthropic/claude-opus-4-6 COST_BY_MODEL)urgentasapcriticalblockernow immediatelyzproduction down)z george demor*r.launchshiprevenuez high priority)later eventuallyz nice to havesomedaybacklogrlhighlowPRIORITY_KEYWORDS) r1 playwrightr2r+r4r3r:r;zstripe checkoutgodaddy cloudflare) rrrr rr r learnstorerememberz commit to kgceZdZdZddZdedeeeffdZde ede eeeffdZ dedefd Z d ede ee effd Z d edefd Zd edefdZd edefdZd edefdZy)GenesisTriageAgentu Routes any task to the right general + model tier. Pure keyword classification — no LLM call, no network I/O. Target: < 2 seconds (typically < 1 ms). returnNcd|_y)Nz1.0.0)version)selfs */mnt/e/genesis-system/core/triage_agent.py__init__zGenesisTriageAgent.__init__s  taskc tj}|j}tjd|}t |}|j |\}}|j|}|j|} t|} tj||fd} tj| d} |j|} |j|}| }ttj|z dzd}||| | | | || ||||d S)a Classify a task string and return full routing metadata. Parameters ---------- task : str Any free-text task description. Returns ------- dict with keys: general, complexity, model_tier, priority, suggested_model, estimated_cost_usd, parallel_safe, requires_browser, requires_memory_write, triage_latency_ms, matched_keywords z\b\w+\br^g{Gzt?irg) general complexity model_tierprioritysuggested_modelestimated_cost_usd parallel_saferequires_browserrequires_memory_write word_counttriage_latency_msmatched_keywords)time perf_counterlowerrefindalllen_detect_general_detect_complexity_detect_priorityrhrdgetri_detect_browser_detect_memory_writeround)rrt0 task_lowerwordsrrmatched_general_keywordsrrrrestimated_costrrr latency_mss rtriagezGenesisTriageAgent.triages"   ZZ\  :z2Z ,0,@,@,L)),,Z8 ((4' 3 )--w .CE^_&**?EB// ; $ 9 9* E,, D--/"4?[C[\ ]  yyrrchtD]!\}}|Dcgc] }||vs| }}|s||fcSdgfScc}w)z>Return (general_name, matched_keywords). FORGE is the default.r<)rU)rrrkeywordskwmatcheds rrz"GenesisTriageAgent._detect_generalsP!1 ( GX$,Abj0@rAGA'' ( { Bs //rcDtD]\}}}||cxkr |ks|cSy)NrZ)r])rrlabelryrxs rrz%GenesisTriageAgent._detect_complexitys4 0  E3j'4' ( rc\dD]'}tj|gD] }||vs|ccS)y)Nrwmedium)rzr)rrlevelrs rrz#GenesisTriageAgent._detect_prioritys?0 !E'++E26 !# L ! !rc4tfdtDS)Nc3&K|]}|v ywN.0rrs r z5GenesisTriageAgent._detect_browser..s?2#?)anyBROWSER_KEYWORDSrrs `rrz"GenesisTriageAgent._detect_browsers?.>???rc4tfdtDS)Nc3&K|]}|v ywrrrs rrz:GenesisTriageAgent._detect_memory_write..sD2#Dr)rMEMORY_WRITE_KEYWORDSrs `rrz'GenesisTriageAgent._detect_memory_writesD.CDDDr)rN)__name__ __module__ __qualname____doc__rstrdictrrlistrrtuplerintrrboolrrrrrrrs 0 30 4S>0 d/$s)/T#s(^0D/ C C .#%T#Y2GSS 33@#@$@EsEtErr__main__) z1Build the Stripe checkout flow for ReceptionistAIz/Research top 20 AU digital agencies in Brisbanez*Set up GHL workflow for George Bunker demoz>Ingest yesterday's session transcript into the knowledge graphz5Evaluate Gemini 2.5 Flash vs MiniMax for coding tasksz3Write the landing page copy for the AI voice widgetz+Fix the broken test in core/triage_agent.pyz4Find competitor pricing for AI receptionist productsz7Login to GoDaddy and update DNS records for sunaiva.comz$Build the voice widget checkout flowzF======================================================================u"GENESIS TRIAGE AGENT — Self Testz [r10z] [r8z] [Trz] $rrz <z Model: rz Priority: rz Browser: rz Latency: rmszG ======================================================================u DETAILED EXPLAIN — first task:)rrrtypingrrUrrr__annotations__r]rrdrrhrifloatrzrrrragent TEST_TASKSprintrrrrrrrrsi4       /1$uS$s)^,-@0$uS#s]+,/4/4/4 / 3 ///////8/4/4/4/8/"7#/$8%/&8'/(7)/, <-/.!= = =3/eCHos*+< &DcN&+&+&+&+&+&+&+# tCJc_M+4T#Y'  uEuEx z  E J (O ./ (O;d# F9%b)VL-A!,DDP\I]H^_-.s32d3Bi[B C "6*;#<"=>!*-./ !3456 !456b: ; ; / ,- %-- 1 &'=r