itJSrSSKrSSKrSSKrSSKrSSKJr SSKJr \R"S5r Sr Sr 0r Sr S rS rS rSS jrS rSrSSjrSrSrg)u Pre-Game Validator Module for Luke. Validates betting picks against pregame intelligence before they reach Bill's dashboard or WhatsApp. Validation Pipeline: 1. Tempo filter produces a pick with 3 legs and a rating (existing flow) 2. Validator enhances with Claude API (primary) + web scraping (supplementary) 3. Each pick gets a confidence tag: ★ VALIDATED — pregame intel confirms the tempo read ⚠ CAUTION — mixed signals, proceed with care ❌ DROPPED — pregame intel contradicts the tempo read 4. VALIDATED and CAUTION show prominently; DROPPED are collapsed Architecture: BASELINE: Tempo classification data already computed (always available) PRIMARY: Claude API (Haiku) — grounded by live RSS headlines RSS: ESPN, TSN, Sportsnet, BBC, Sky Sports, Guardian, Goal.com FALLBACK: Heuristic rules using baseline tempo data if Claude is down N)datetime)Configzpregame-validatori cUR5R5SUR5R53$)N_)lowerstrip)homeaways 8/Users/bsyrros/clawd/whatsapp-agent/pregame_validator.py _cache_keyr *s3jjl  " #1TZZ\%7%7%9$: ;;c[X5n[RU5nU(a6[R"5US- R 5[ :aUS$g)N timestampdata)r _validation_cachegetrnow total_secondsCACHE_TTL_SECONDS)r r keyentrys r _get_cachedr.sM T C  ! !# &E (,,.5#55DDFIZZV} rcX[X5nU[R"5S.[U'g)N)rr)r rrr)r r rrs r _set_cachedr6s" T C&*HcrcSH)nURU5(dMU[U5SnM+ SH*nURU5(dMUS[U5*nM, UR5$)N)zFC zAC zAS zSS zSSC zAFC )z FCz SCz CF) startswithlenendswithr )nameprefixsuffixs r _team_shortr#=sf> ??6 " "F %D?( ==  #f+&D( ::<rc0SSKJnJnJn U"5nUS:XaUR X5nUR U05n UR U05n U R SS5n U R SS5n US:XaSS S U S U S 3S SSS.$US:XaMU R S5S:XaUOUn UR U 05R SS5nSSU SUS3U S3SSS.$SSSSSSS.$SU0nURU5nUR SS5nUR SUR55nUR S S5nUS!:Xa'US"3nU(aUS#3nSS US$U(aS%OS&S'3SSS.$US:Xa SSUS(3S)SSS.$SSUS*3S+SSS.$![a gf=f),zv Generate a baseline validation using the tempo classification that sports_betting.py already computed for this game. r)NHL_TEAM_PROFILESSOCCER_LEAGUE_TIERSSportsBettingAnalystNnhllabelunknown controlled VALIDATEDzBoth teams are low-event (z + )zControlled tempo matchuplowTverdict confidencereason key_factor injury_impactform_supports_undermixedtempo defensiveCAUTION (z0) anchors the pace, but risk from the other sidez controls tempoDROPPEDu-Both teams are high-event — chaotic matchupzHigh-offense tempo profileFsporttieris_cupu — prime under territoryu! knockout — teams protect leadszTier 1 cupleaguez environmentu. — usable with filtering, check team qualityz-Tier 2 league needs careful matchup selectionu& — high-scoring league, avoid undersz$Tier 3 league, goals come in bunches) sports_bettingr%r&r' ImportErrorclassify_nhl_matchuprclassify_soccer_matchupupper)r r r? pick_datar%r&r'analystr8home_paway_p home_label away_labelanchor anchor_labelgame league_classr@r)rAr3s r _baseline_from_temporTKsI   '( ~,,T8"&&tR0"&&tR0ZZ3 ZZ3 L &6zl#j\QRS8!&'+  g #ZZ0E9TtF,00<@@+VL$#HB|n4de!'8!&'+  %I:!&',  66t< *  %++-8!!(E2 19w89F!7"CD& 'X'FlS!&'+  QY$"G#QRM!&'+  %"G#IJD!&',  M sF FFc zSSKJnJn U"XUSS9nU"USS9n/nU(aURS5 UHnUR SS5n UR S S5n UR S S5n UR S S5S S n U (aSU R 5S3OSn URSU SU 35 U (a#[ U 5S:aURSU 35 URSU 35 M U(aTURS5 US SH:nURSUR S S5SUR S S535 M< U(aSRU5$S$![a [RS5 g[a"n[RSU35 S nAgS nAff=f)z Pull live headlines from pregame_chatter.py RSS feeds for both teams. Returns a formatted string of current news, or empty string. r)get_pregame_chatterget_general_sport_headlines) max_itemsr;z,TEAM-SPECIFIC NEWS (from today's RSS feeds): relevancesourcetitlesummaryNx[]  z u — z GENERAL SPORT HEADLINES: —  z/pregame_chatter not available for RSS headlinesz*RSS headline fetch failed (non-critical): ) pregame_chatterrVrWappendrrIrjoinrFloggerdebug Exception)r r r?rVrWchattergeneralpartsitemrelr\r]r^team_tages r _fetch_live_headlinesrus $T&d%1E.eqA  LLG Hhh{B/(B/"-((9b1$3714Qsyy{m1-" r(1UG45s7|b0LL4y!12 xx01   LL5 6  r$((7B"7!8dhhxQS>T=UVW$$)tyy0b0  FG  A!EFs$E)E.,E..F: F:F55F:c[RnU(dgUS:XaSOSnUS:XaSOSnSSS S S S S SSSS. nURX"R55n[ XU5n Sn U (aSU -n [ R "5RS5n SU SUSUSUSUSURSS5SURSS5SU S3n [R"SUS S!S".S#S$S%U S&./S'.[S(9n U RS$:XauU R5S)S*S+R5n[R"U5nSU;a0S/U;a*[(R-S0US1US2USSUS/S33 5 U$g[(R+S4U R35 g![Raq [ R""S,U[ R$5nU(a&[R"UR'55nN[(R+S-USS.35 gf=f![.a"n[(R+S5U35 SnAgSnAff=f)6z Use Claude Haiku to enhance the baseline validation with deeper analysis. Grounded by LIVE RSS headlines so Claude doesn't hallucinate stale rosters. Returns enhanced validation dict, or None if Claude is unavailable. Nr(NHLsoccerzUnder 6.5 goalszUnder 2.5 goalszSerie AzLigue 1z Liga PortugalEPLzLa LigaMLSz Europa LeaguezChampions LeaguezConference League) seriealigue1 liga_portugalepllaligamlseuropaucl conferencer(r[uG LIVE DATA (from today's feeds — use THIS, not your training data): z %B %d, %Yz1You are a sharp sports betting analyst. Today is z . MATCHUP:  @ r<z) BET: uv STRATEGY: "Predictable Tempo" — we bet on controlled, low-scoring game environments. Our tempo filter rated this: r1UNKNOWNr3r.u CRITICAL RULES: - ONLY reference players, injuries, and roster info that appears in the LIVE DATA above - If no live data mentions a player, do NOT name them — your training data may be outdated (trades, injuries) - Focus on team-level factors: defensive structure, scoring trends, tactical matchup - If you have no live data, base your analysis on the tempo profile and general team style Respond in EXACT JSON only (no markdown, no commentary): {"verdict":"VALIDATED" or "CAUTION" or "DROPPED","confidence":1-10,"reason":"Max 80 chars","key_factor":"Max 60 chars","injury_impact":"low" or "medium" or "high","form_supports_under":true or false}z%https://api.anthropic.com/v1/messagesz 2023-06-01zapplication/json)z x-api-keyzanthropic-versionz content-typezclaude-haiku-4-5-20251001user)rolecontent)model max_tokensmessages)headersjsontimeoutrrtextz \{[^}]+\}zClaude non-JSON: dr2zClaude: @u → /10)z Claude API zClaude error: )rCLAUDE_API_KEYrrIrurrstrftimerequestspostCLAUDE_TIMEOUT status_coderr loadsJSONDecodeErrorresearchDOTALLgrouprkwarninginform)r r r?baselineapi_key sport_label under_line league_maprDlive_headlines live_sectiontodaypromptresprresultmrts r _validate_with_clauders ##G  E>%xK&+un":KJy? %!*<)% J ^^E;;= 1F+4u=NLcftt LLN # #K 0EB5'J s4&6(#\'ll9i@AHLLQY[]D^C__`am`n oJ MF"#-}} 3$%1 2 5!&,@A #     s "iik),Q/7==?G G,F"|v'= htfAdV5 9J8K2fUaNbMccghi   NN[)9)9(:; < #'' IIlGRYY?!ZZ 2FNN%6wt}o#FG   -s+,, -sPAH+2F#5H+?"H+#A%H(H+ H(%H+'H((H++ I5IIc x[X5nU(aU$[RSUSUSUS35 /n[XX#5nU(d SSSSS S S .nUR S 5 [ XX&5nU(aUR S S5nUR S S5n UR SS5n US:Xa+U S:Xa%U S::aUn USS3U S'UR S5 O9US:Xa U S:waU S::aUn UR S5 OUn UR S5 UR S5 OUn X[S'[XU 5 U $)a Full validation pipeline. Always returns a meaningful result. 1. Check cache 2. Generate baseline from tempo classification (always works) 3. Try web scraping (best-effort, 5s timeout) 4. Try Claude API enhancement (primary, 15s timeout) 5. Return best available result z Validating: rr<r.r:r;z-Tempo profile supports controlled environmentzPassed tempo filterr*Nr0 Tempo Profiler1r2r,r3z (Claude: mild caution)z Claude AI (deferred to baseline)r=z Claude AIz RSS Headlinessources)rrkrrTrirrr) r r r?rJcachedrr claude_resultbaseline_verdictclaude_verdict claude_confanalysiss r validate_pickr0s_ $F   KK,tfCvRwa89G$DAH  E/&#'   NN?#*$eFM#<< 9=&**9i@#'' a8 { *~/J{^_O_H$,X$6#77N!OHX  NN= >  *~/J{^_O_H NN= >%H NN; ''!YH% Orc v^[R"5nUGHnURSS5nU(a[R"UR SS55R SS9nXA:aNSSS S /S .US 'S US'[ R SURSS5SURSS5S35 MURSS5nUS :Xa SSSS/S .US 'MURSS5nURSS5nURSS5R5nSSSSSSSSS S!S"S#. n U RX5n [XgX5n XS 'U S$S:Xa)US%;a#S US'S&U RS'S5SS(3US)'GMpU S$S*:XaBUS+:Xa9U RS,S5S-:a S.US'S/URS)S53US)'GMGMGMGM UV s/sH+oRS 05RS85S :wdM)U PM- nn [U5nUV s/sH-n U RS 05RS,S5S-:dM+U PM/ nn SS9KJn UR5R!5nUV s/sHOn U RS5(a4U RSS5SS:U:XdU RS;S5SS:U:XdMMU PMQ nn SSS?.mUR#U4S@jSA9 [%SBU55n[%SCU55n[%SDU55n[ R'SEUSFUSG[U5SHUSI3 5 U$![[4a GNf=f![a5n [ RS0US1US2U 35 S3S4S5S6/S7.US 'Sn A GMSn A ff=fs sn fs sn fs sn f)Jzl Validate a batch of picks. Adds 'validation' key to each pick dict. Skips games that have already started. commence_timer[Zz+00:00N)tzinfor=ru!Game already started — skipping In progress)r1r2r3r4r validationavoidratingz Skipping r rr u — already startedneutralzTempo filter flagged as avoidz Chaotic tempor?r(r~r{r|rr}r bundesligarrr) r(r~zserie azligue 1zla ligaz liga portugalrrz europa leaguezconference leaguezchampions leaguer1)primeplayableu❌ DROPPED — r32tagr,rr2r-ru★ VALIDATED — zValidation error z vs z: r:r;z Tempo profile supports this pickr)r1r2r3rr4)date timerBr>re)rrrrc>TRURSS5S5URS05RSS5*4$)Nrrr>rr2rr)p rating_orders r &validate_picks_batch..sAx3Q7 %% b ! % %lA 67r)rc3r# UH-oRS05RS5S:XdM)Sv M/ g7f)rr1r,rBNr.0rs r 'validate_picks_batch..s.\UeeL"&=&A&A)&LP[&[!!U(7 7c3r# UH-oRS05RS5S:XdM)Sv M/ g7f)rr1r=rBNrrs r rrs.ZUeeL"&=&A&A)&LPY&Y!!Urc3r# UH-oRS05RS5S:XdM)Sv M/ g7f)rr4rrBNrrs r rrs.aUeeL"&=&A&A,&OS`&`!!Urz Validated: u ★, u ❌ | Showing /z (7/10+ confidence, today only))rutcnowr fromisoformatreplacerkrl ValueError TypeErrorrrrmrrrr isoformatsortsumr)picksrpickcommence game_timerr r r? sport_key_map sport_keyrrtr pre_filter_date today_strv_countd_countstartedrs @r validate_picks_batchrls // C88OR0  $2283C3CC3RS[[cg[h ?#,&'"E&3#% *D&&-DNLL9TXXfb-A,B#dhhvWYFZE[[o!pq#(I. W $9- "D  xx#xx#"%++-8H,U&%L %  "%%e3  &t9CJ!+ )$ 1f@U6U!(X 0"1Mcr1R0STU I&+5&J:N>>,2a7%,DN$6txxr7J6K"LDK8;O5iF \1|R!8!A N6N6M'&M'* N)4)N$$N)ctURS05nURSS5nURSS5nURSS5nURS/5nS S S S .nURUS 5nSUSU3nU(aUSU3- nU(aUSSRU53- nU(a USUS3- nU$)Nrr1rr3r[r2rru★u⚠️u❌)r,r:r=?rbz PREGAME: rfz Sources: z, r<r)rrj) rvr1r3r2riconsiconlines r format_validation_for_whatsapprs r"AeeIy)G UU8R F|Q'JeeIr"GH GE 99Wc "D vZy )D  %x   /$))G"4!566 "ZL%% Kr)N)__doc__rrloggingrrconfigr getLoggerrkrrrr rrr#rTrurrrrrr rs,    . /<IXz)\Ut9xi\r