Results for “imputation”

Limpia datasets crudos eliminando nulos, duplicados, outliers e inconsistencias de tipos, con estrategias de imputación y pipelines reproducibles.

Supplements general deposition preparation with IP-specific examination frameworks for patent, trademark, copyright, and trade secret cases. Covers witness strategies for inventors, accused infringers, licensing witnesses, and experts. Use alongside @deposition-preparation and @deposition-expert-witness when planning IP depositions, drafting outlines, or analyzing witness strategy.

Maneja exibicao de documento ou coisa — contra a PARTE (CPC 396-400: pedido 397, resposta em 5 dias 398, recusa nao admitida 399, presuncao de veracidade se recusa ilegitima 400) ou contra TERCEIRO (CPC 401-404: citacao em 15 dias, audiencia especial 402, deposito/apreensao 403, escusas 404) — e a arguicao de FALSIDADE documental (CPC 430-433: suscitada na contestacao/replica/15 dias da juntada 430, motivos e meios 431, exame pericial 432, coisa julgada se questao principal 433; onus da prova 429). Use quando o operador disser exibicao de documento, obrigar a apresentar documento, incidente de falsidade, documento falso nos autos, parte esconde documento, exibicao de coisa.

Instaura/atua em IRDR — Incidente de Resolucao de Demandas Repetitivas (CPC 976, requisitos simultaneos: I efetiva repeticao sobre questao unicamente de direito + II risco a isonomia/seguranca; legitimados 977; admissibilidade 981; suspensao no Estado/regiao 982 I; tese aplicada a todos e aos casos futuros 985; revisao 986; REsp/RE 987) ou IAC — Incidente de Assuncao de Competencia (CPC 947, questao relevante de grande repercussao social SEM repeticao; acordao vinculante §3), com efeito vinculante da tese (CPC 927 III). Use quando o operador disser IRDR, incidente de resolucao de demandas repetitivas, IAC, assuncao de competencia, tese vinculante regional, muitos processos iguais, suspensao por IRDR.

Surface every assumption embedded in a plan, strategy, or document, assess how critical and how validated each one is, and identify which ones to test first. Load when the user asks to map assumptions, surface hidden beliefs, find what must be true for this to work, run an assumption audit, or when deep-thinking diagnoses an assumption frame. Also triggers on "what are we assuming", "what must be true for this to work", or "find the untested beliefs". Based on David Bland and Alex Osterwalder's assumption mapping method from Testing Business Ideas.

Redige a impugnacao ao cumprimento de sentenca (CPC 525) — defesa do executado em titulo JUDICIAL, no prazo de 15 dias apos os 15 do art. 523 e independentemente de penhora, com as hipoteses do §1 (I-VII: nulidade de citacao, ilegitimidade, inexigibilidade, penhora/avaliacao, excesso de execucao, incompetencia, causa extintiva superveniente), dever de declarar o valor correto sob pena de rejeicao (§4-5) e efeito suspensivo so com garantia + grave dano (§6). Use quando o operador disser impugnar cumprimento, impugnacao ao cumprimento de sentenca, excesso de execucao, defender de cumprimento de sentenca, executado quer se defender de sentenca.

Argui impedimento (CPC 144, hipoteses objetivas I a IX) ou suspeicao (CPC 145, amizade intima/inimizade, presente/aconselhamento, credor/devedor, interesse no julgamento — I a IV) do juiz, em peticao especifica no prazo de 15 dias do conhecimento do fato (CPC 146), que o juiz reconhece ou remete ao tribunal — efeito suspensivo declarado pelo relator (146 §2), extensiva a MP, auxiliares da justica e demais sujeitos imparciais (CPC 148). Use quando o operador disser suspeicao, impedimento do juiz, juiz parcial, recusar o juiz, excecao de suspeicao, juiz amigo da parte contraria.

Guide a team through writing a structured, blameless post-mortem after a production incident, covering timeline reconstruction, root cause analysis, impact quantification, and action item generation.

Redige agravo de instrumento do CPC 1.015-1.020 contra decisao interlocutoria — rol do 1.015 (I a XI e XIII; o XII foi vetado) + taxatividade mitigada (Tema 988/STJ), pecas obrigatorias do 1.017, comunicacao ao juizo de 1a (1.018), efeito suspensivo / antecipacao da tutela recursal (1.019 I), prazo 15 dias uteis. Use quando o operador disser agravo de instrumento, agravar a interlocutoria, recorrer da liminar, decisao interlocutoria, efeito suspensivo no agravo, Tema 988.

Prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen für Stipulatio im Römischen Recht; liefert eine Fristen- und Risikoampel mit Sofortschritten.

Monta e analisa as preliminares de contestacao do art. 337 do CPC (as 13 hipoteses, I a XIII) e as prejudiciais. Cobre inexistencia/nulidade de citacao, incompetencia, incorrecao do valor da causa, inepcia da inicial, perempcao, litispendencia, coisa julgada, conexao, incapacidade/defeito de representacao, convencao de arbitragem, ausencia de legitimidade ou interesse, falta de caucao, indevida concessao de gratuidade. Use quando o operador for contestar, disser preliminares, art 337, inepcia, ilegitimidade, coisa julgada, litispendencia, ou avaliar defesa processual.

Promove o cumprimento de sentenca (titulo executivo judicial) — disposicoes gerais (CPC 513), titulos judiciais (CPC 515), cumprimento DEFINITIVO de pagar quantia com intimacao em 15 dias e multa de 10% + honorarios de 10% se nao pago (CPC 523 §1, penhora/avaliacao §3), demonstrativo atualizado do debito (CPC 524), cumprimento PROVISORIO sob recurso sem efeito suspensivo (CPC 520-522), alimentos com prisao civil (CPC 528 §3) e Fazenda Publica (CPC 534-535). Use quando o operador disser cumprimento de sentenca, executar a sentenca, intimar para pagar em 15 dias, multa de 10% cumprimento, cobrar sentenca transitada.

Redige a replica do autor e cobre as providencias preliminares (CPC 350-353): manifestacao sobre as preliminares e os documentos juntados com a contestacao, e impugnacao dos fatos impeditivos/modificativos/extintivos alegados pelo reu (350 — prazo 15 dias). Trata tambem a hipotese das materias do 337 (351). Use quando o operador disser replica, manifestacao sobre contestacao, impugnar a contestacao, providencias preliminares, o reu juntou documentos, ou houver prazo para o autor falar apos a defesa.

Atinge o patrimonio escondido do devedor — Incidente de Desconsideracao da Personalidade Juridica (CPC 133-137: instauracao a pedido da parte/MP, suspensao do processo, citacao do socio/PJ e contraditorio em 15 dias, decisao interlocutoria) com pressupostos do CC 50 (desvio de finalidade e confusao patrimonial, Lei 13.874/2019), e fraude a EXECUCAO (CPC 790 VII e 792 — ineficacia perante o exequente), distinguindo da fraude CONTRA credores / acao pauliana (CC 158-165). Use quando o operador disser desconsideracao da personalidade juridica, IDPJ, atingir bens do socio, fraude a execucao, fraude contra credores, devedor blindou patrimonio, confusao patrimonial.

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bi

Prüft Frist, Form, Zuständigkeit, Rechtsweg und Sofortmaßnahmen für Noxalhaftung im römischen Recht; liefert eine Fristen- und Risikoampel mit Sofortschritten.

Systematically evaluates evidence to determine which threat actor is responsible for a cyber operation using the Diamond Model and Analysis of Competing Hypotheses.

Audits hidden assumptions in decisions or beliefs by classifying them into fact, convention, belief, or interest-driven, ranking by fragility and impact, then rebuilding conclusions from verified premises. Supports English and Chinese.

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bilingual: auto-detects Chinese or English.

Causal inference framework for answering "does X cause Y?" beyond correlation. DoWhy (Microsoft Research) provides the identify-estimate-refute loop: define a causal graph (DAG), identify the causal effect using backdoor/frontdoor/instrumental variable criteria, estimate treatment effects with multiple estimators, and validate results with automated refutation tests. Use when: distinguishing causation from correlation, estimating treatment effects (ATE, ATT, CATE), designing and analyzing A/B tests with confounders, using instrumental variables, performing counterfactual reasoning ("what would have happened if..."), validating causal claims with sensitivity analysis, working with observational data where randomization is impossible, or any analysis where the question is "what is the CAUSAL effect of X on Y" rather than just "how do X and Y relate?"

Drafts intellectual property assignment agreements transferring patents, trademarks, copyrights, and trade secrets. Covers conveyancing language, registration recordation, consideration, representations and warranties, and post-closing obligations. Use when drafting IP assignments, asset purchase IP transfers, or technology transfer documents.

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bilingual: auto-detects Chinese or English.

Stress-test a feature idea for an existing product by surfacing risky assumptions across Value, Usability, Viability, and Feasibility using multi-perspective devil's advocate thinking.

Audits hidden assumptions in decisions by classifying them into four types, ranking by fragility and impact, and rebuilding conclusions from verified premises. Auto-detects Chinese or English.

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bilingual: auto-detects Chinese or English.

Prioritize assumptions using an Impact × Risk matrix and suggest targeted experiments for each.

Ordnet Sachverhalte im Produktrecht mit internationalem Bezug: prüft Normen, Beweislast, Gegenargumente und nächste Schritte und liefert eine Schnittstellenkarte zu Kollisions-, Zuständigkeits- und Nachweisfragen.

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bilingual: auto-detects Chinese or English.

实验判决门：Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bilingual: auto-detects Chinese or English.

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bilingual: auto-detects Chinese or English.

After any AI-generated explanation, require the learner to identify one place it could be wrong, one thing to check, and one source to consult. Builds epistemic vigilance — treats AI output as a claim to evaluate, not truth to absorb.

"Make it interpretable" is four different requests.

Redige petições iniciais possessórias pelo procedimento especial do CPC (arts. 554-568), abrangendo manutenção, reintegração e interdito proibitório, com classificação da lesão, forca nova/velha e pedido de liminar.

First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bilingual: auto-detects Chinese or English.