+ i~OZRt^RIt^RIt^RIt^RIt^RIHtHt^RIH t H t H t H t ^RI HtHt^RIHtRtR^R^R ^/tR^R^R ^/tR R ltR R ltRRlt]!0R$m4tRRltR%RRlltR&RRlltR'RRlltRRltRRltRRlt R(RRllt!R)R R!llt"R*R"R#llt#R#)+zPolymarket prediction market search via Gamma API (free, no auth required). Uses gamma-api.polymarket.com for event/market discovery. No API key needed - public read-only API with generous rate limits (350 req/10s). N)ThreadPoolExecutor as_completed)AnyDictListOptional) quote_plus urlencode)httpz.https://gamma-api.polymarket.com/public-searchquickdefaultdeepc$V^8dQhR\/#)msgstr)formats"V/Users/bowang/.openclaw/workspace/skills/last30days-official/scripts/lib/polymarket.py __annotate__r"scc\PP4'dD\PPRV R24\PP 4R#R#)zHLog to stderr (only in TTY mode to avoid cluttering Claude Code output).z[PM]  N)sysstderrisattywriteflush)rs&r_logr"sD zz 5R) rc0V^8dQhR\R\/#rtopicreturnr)rs"rrr)srcVP4p.ROpVF+p\P!VRV\PR7pK- VP4#)zyExtract core subject from topic string. Strips common prefixes like 'last 7 days', 'what are people saying about', etc. )flags)z^last \d+ days?\s+zL^what(?:'s| is| are) (?:people saying about|happening with|going on with)\s+z^how (?:is|are)\s+z^tell me about\s+z ^research\s+)stripresub IGNORECASE)r!prefixespatterns& r_extract_core_subjectr,)sF KKMEHwE? ;;=rcFV^8dQhR\R\\,/#r )rr)rs"rrr<s349rcR\V4pV.pVP4p\V4^8d-VF&p\V4^8gKVPV4K( VP 4P 4VP 48wd VPVP 44\ 4p.pVFcpVP 4P 4pV'gK+W9gK3VPV4VPVP 44Ke VR,#)zGenerate search queries to cast a wider net. Strategy: - Always include the core subject - Add ALL individual words as standalone searches (not just first) - Include the full topic if different from core - Cap at 6 queries, dedupe :NN)r,splitlenappendlowerr&setadd) r!corequerieswordswordseenuniqueqq_lowers & r_expand_queriesr><s ! 'DfG JJLE 5zQD4y1}t$  {{} ,u{{}% 5D F '')//# 7w* HHW  MM!'') $  ":rchV^8dQhR\R\\,R\\,/#)rr!eventsr")rrr)rs"rrras)3T tCyrcJ\\V4P4P44p/pVFpVP R4;'g.pVFp\ V\ 4'dVP RR4M \V4pV'gK@VP4pV\9dK]W9dKeVP V^4^,W7&K K \VP4RR7UU u.uFwryV ^8gKVNK up pR,p V #uup pi)a Extract domain-indicator search terms from first-pass event tags. Uses structured tag metadata from Gamma API events to discover broader domain categories (e.g., 'NCAA CBB' from a Big 12 basketball event). Falls back to frequent title bigrams if no useful tags exist. tagslabelr$cV^,)#xs&r)_extract_domain_queries..|s AaD5rkeyNrN) r4r,r3r0get isinstancedictr _GENERIC_TAGSsorteditems) r!r@ query_words tag_countseventrBtagrC label_lowercountdomain_queriess && r_extract_domain_queriesr\as+E288:@@BCK"$Jyy &&BC,6sD,A,ACGGGR(s3xE++-Km+) *ua 81 >/ "5'b <="gs1v.. / "5'b <="gs1v../s5AB9"A>8B9> B9 B9 "B4.B94B9c nV^8dQhR\\,R\R\R\R\RR/#)rr7pages all_eventserrors start_idxr"N)rrr`r)rs"rrrs@&& #Y&"&04&>B&OR& &rc \\^\V4V,4R7;_uu_4p/p\WR7F9wrx\ ^V^,4Fp VP \ W4p WvV &K K; \V4Fp Wj,p V P^R7p V PR4'dVPV R,4V PR.4p V FGpVPRR4pV'gKW9dW3W/&K,WV,^,8gKBW3W/&KI K RRR4R# \d&pTP\T44Rp?KRp?ii;i +'giR#;i) zDRun (query, page) combinations in parallel, merging into all_events.) max_workers)start)rdrfr@idr$N) rminr1 enumeraterangesubmitrorresultrOr2rjr)r7rqrrrsrtexecutorfuturesir<pfuture query_idxrmr@rWevent_idrns&&&&& r_run_queries_parallelrsH As7|e/C(D E Eg7DA1eai(!)=qD"#)8 #7+FI &!===4<<((MM(7"34!h3#E$yyr2H# 105/A ,"%9!%<<05/A ,$, F E. & c!f%% &/ F E Es=A"E3BE) E2E3 E0 E+ %E3+E0 0E33 F c vV^8dQhR\R\R\R\R\\\3,/#)rr! from_dateto_datedepthr")rrr)rs"rrrsB11 111  1  #s(^ 1rc \PV\R,4p\PV\R,4p\V4p\ RV RV RV R24/p.p\ WdWx4VP 4U U u.uFwrV NK p p p \W 4p VU u0uFqP4kK pp V Uu.uFqP4V9gKVNK p pV 'd'\ RV 24\ V ^Wx\V4R7\VP 4RR 7U U u.uFwrV NK pp p \V4\V 4,p\ R \V4 R V R 24R VRV/pV'd$V'gRPVR,4VR&V#uup p iuup iuupiuup p i)aSearch Polymarket via Gamma API with two-pass query expansion. Pass 1: Run expanded queries in parallel, merge and dedupe by event ID. Pass 2: Extract domain-indicator terms from first-pass titles, search those. Args: topic: Search topic from_date: Start date (YYYY-MM-DD) - used for activity filtering to_date: End date (YYYY-MM-DD) depth: 'quick', 'default', or 'deep' Returns: Dict with 'events' list and optional 'error'. r zSearching for 'z' with queries: z (pages=)zDomain expansion queries: )rtcV^,#rErGrHs&rrJ#search_polymarket..s qQRtrrLzFound z unique events across z queriesr@_capz; rNrf) DEPTH_CONFIGrO RESULT_CAPr>rrvaluesr\r3r1rSjoin)r!rrrrqcapr7rrrsev_first_pass_eventsr[r< seen_queriesdq merged_events total_queriesr}s&&&& rsearch_polymarketrs(   UL$; RXXZ|5Sbb>NT ).)9 :;nasSZ|\%+J,=,=,?^%TU%TEBR%TMUL3~#66M6#m$%%;M?( ST vs 3F m))F2J/w M#>0T Vs F,%F2F7F73 F<chV^8dQhR\\\3,R\\,/#rmarketr")rrrr)rs"rrrs&..4S>.hsm.rc\VPR4;'g^4VPR4R3\VPR4;'g^4VPR4R3\VPR4;'g^4VPR4R3.pVPRRR 7V^,wr#pVR 8dR #V^8dR MR pV^d,pV RVR RV 2#)zPick the most significant price change and format it. Returns string like 'down 11.7% this month' or None if no significant change. oneDayPriceChangetodayoneWeekPriceChangez this weekoneMonthPriceChangez this monthcV^,#rGrHs&rrJ(_format_price_movement..sqtrTrMreverse{Gz?Nupdown z.1fz% )absrOsort)rchanges abs_change raw_changeperiod directionpcts& r_format_price_movementrs VZZ+ , 1 1 2FJJ?R4SU\] VZZ, - 2 2 3VZZ@T5UWbc VZZ- . 3 3! 4fjjAV6WYefG LL^TL2%,QZ"JFD"QFI s C[#c"VH --rchV^8dQhR\\\3,R\\,/#r)rrrrtuple)rs"rrrs&""$sCx."T%["rcVPR4;'g.pVPR4pV'g.#\V\4'd\P!V4pMTp\V\4'd\P!V4pMTp.p\V4FGwrg\V4pT\T48d Y6,M RT^, 2p TPY34KI V# \P \ 3d.pLi;i \P \ 3d.u#i;i \\ 3dKi;i)zJParse outcomePrices JSON string into list of (outcome_name, price) tuples.outcomes outcomePriceszOutcome ) rOrPrjsonloadsJSONDecodeError TypeErrorrzfloat ValueErrorr1r2) r outcomes_raw prices_rawrpricesr}rpricernames & r_parse_outcome_pricesrs-::j)//RLO,J   lC ( (zz,/H#H j# & &ZZ +FFFf% e A #h-/x{x!u5E ti & M)  ) ,  ) , I&   sA,C3%C3),DD, D93DDD65D69E Ec0V^8dQhR\R\/#)rquestionr"r)rs"rrr#s====rcVP4PR4p\P!RV\P4pV'd VP ^4P4#\P!RV\P4pV'dM\ VP ^4P44^8:d VP ^4P4#\ V4^(8d VR,#T#)zExtract a short display name from a market question. 'Will Arizona win the 2026 NCAA Tournament?' -> 'Arizona' 'Will Duke be a number 1 seed in the 2026 NCAA...' -> 'Duke' rbz^Will\s+(.+?)\s+(?:win|be|make|reach|have|lose|qualify|advance|strike|agree|pass|sign|get|become|remain|stay|leave|survive|next)\bz^Will\s+(.+?)\s+:N(N)r&rstripr'matchr)groupr1r0)rr<ms& r_shorten_questionr#s $A WYZ\^\i\i jAwwqz!! $a7AS!!# $ )wwqz!!MB.8C=.market_volumes< QUU8Q/44155 *  s''<<rrryesnoc3X"TF wrVP4R8XgKVxK" R#5i)rN)r3).0rrs& r ,parse_polymarket_response..s!!R5DJJLE.s!A$r volume1mo volume1wk competitive volume24hrzhttps://polymarket.com/event/ updatedAt:N NendDaterrrrrg333333?g333333?g?c3R<"TFp\V4^8gKVS9xK R#5i)rN)r1)rtok name_lowers& rrr s$XKS3s8VW<0sj0Ks' ':NNrrloutcome_pricesoutcomes_remainingprice_movementdateend_date relevance why_relevantzPrediction market: :N<NcVR,#)rrGrHs&rrJr(sQ{^rr)rOrzrrrr2rrr1r3nextrrr IndexErrorrrymathlog1prrr,r4r0anyround);rmr!r@rTrrWrrrractive_marketsrliqr top_marketall_outcome_namesrrrrnrtop_outcomes_are_binarysynth_outcomesr<pairs yes_pricerrevent_volume1moevent_volume1wkevent_liquidityevent_competitiverrrl updated_atdate_strr text_scorevol_raw vol_score liq_score day_change week_change month_change max_changemovement_scorecompetitive_scorerr6r reorderedrestpair top_outcomes remainingrrs;&& @rparse_polymarket_responser0cs\\(B 'F Ef%99T2& '2&yy$ 99Xu % % yy4(( ))Ir* AuuXu%%554(( AEE+q166Q7Qw%%a(    t<$A& A4Q7 e4':Q'>N#EE*b)-a0 !R5!RTXY (Y->"))1i.9$###EHV!W1#4Q#7";!W0 ;&eii &<=%eii &<=%eii &<=' -(@A >+3N'O 9=-dV4DabjakBlYY{B/   %c? >>),  #C= SX-eCC!DqH :>>*?@EEAF [,? S*q.1. :  9   9   > ! " $ $  %  ^(/557Ddjjl+KID&!!W]]_ J&**<3XKX333XKXXX$$T*KK%'!*T!1&b) '!+ q=I  U  z59 3 l ) n *   H  y!, 1%*>  I&l JJ+TJ: ,,vs5z *C #;} *  N7"X, *   *  sH)[<[<5\:\ \"; \:<\\"\76\7:]]>cryptosportsculturesciencepolitics pop culturerEr)r )N)r)r$)$__doc__rrr'rconcurrent.futuresrrtypingrrrr urllib.parserr r$r rgrrrr,r> frozensetrRr\rorrrrrrrr0rGrrr<s  ?,,.C Q q A  Q r B &D_` D / &>1h.0"J=$#'LGGr