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O SkillsMP coletou 29 skills de aaddrick/written-voice-replication. Abra uma skill para revisar a origem e os detalhes.
Mostrando 29 de 29 skills coletadas.
Use when generating text, drafting responses, composing messages, or producing any written content that should sound like aaddrick, when the user asks to write in their voice or style, or when the aaddrick-voice agent needs a reference for voice constraints…
Idioma do texto original: inglês
Use when synthesizing outputs from multiple prior analyses (taxonomy, sentiment, engagement, temporal patterns, psycholinguistic profile, personality traits, network position) into a single persona archetype classification, when needing to assign user role…
Idioma do texto original: inglês
Use when building multi-stage analysis pipelines that need checkpoint/resume, when long-running jobs fail mid-execution and lose progress, when processing large data archives that exceed memory or rate limits, or when analysis depth should adapt to data volume
Idioma do texto original: inglês
Use when inferring Big Five (OCEAN) personality traits from a text corpus, mapping linguistic markers to personality dimensions, converting trait profiles into writing style constraints for voice replication, or needing to characterize an author's personality…
Idioma do texto original: inglês
Use when measuring how a user's writing style converges toward or diverges from community norms, computing Linguistic Style Matching scores from function words, comparing accommodation strength across multiple communities, tracking stylistic convergence over…
Idioma do texto original: inglês
Use when a data export contains URLs or IDs referencing external content that is not stored inline, when comments or replies are orphaned from their parent context, when voted or saved items exist only as permalinks with no content, or when downstream…
Idioma do texto original: inglês
Use when analyzing structured data exports containing multiple CSV files, reconstructing user activity timelines from metadata headers, calculating account lifespan or content creation baselines, or cross-referencing schemas across export files to identify…
Idioma do texto original: inglês
Use when categorizing vocabulary into psychological dimensions (cognitive processes, social drives, biological needs, emotional states), identifying dominant psycholinguistic registers in a text corpus, performing dictionary-based word categorization for…
Idioma do texto original: inglês
Use when assigning quality or relevance scores to individual pieces of content in a text corpus, when distinguishing substantive contributions from low-effort content, when identifying authority peaks where a user served as a primary knowledge source, or when…
Idioma do texto original: inglês
Use when tracking a user's evolution over time through activity stages, modeling temporal trajectories of engagement or participation, detecting phase transitions in longitudinal behavioral data, classifying digital maturity stages from activity metadata, or…
Idioma do texto original: inglês
Use when classifying users or accounts along Score, Sentiment, and Toxicity axes into behavioral archetypes (HHH through LLL), analyzing engagement patterns in online community data, combining visibility/influence with affective and toxicity dimensions, or…
Idioma do texto original: inglês
Use when mapping a user's interaction network from reply chains or parent-child relationships, identifying frequent interlocutors, measuring reciprocity patterns, detecting audience-dependent voice shifts, or extracting ego networks from conversation data
Idioma do texto original: inglês
Use when discovering latent themes in a text corpus, performing unsupervised topic extraction, comparing NMF vs LDA results, or needing to find hidden connections across documents. Triggers include topic modeling, theme discovery, TF-IDF vectorization,…
Idioma do texto original: inglês
Use when all pipeline analysis reports are complete and a unified summary is needed, when combining findings from multiple analysis phases into a single executive overview, or when producing a final deliverable that summarizes both the composite picture and…
Idioma do texto original: inglês
Use when computing quantitative text complexity metrics from a corpus, measuring readability scores (Flesch-Kincaid, Coleman-Liau, Gunning Fog, SMOG, ARI), lexical diversity (TTR, MTLD, MATTR, hapax legomena), or translating complexity measurements into LLM…
Idioma do texto original: inglês
Use when measuring how much a user's writing voice varies across different contexts or communities, comparing vocabulary, formality, sentence length, and sentiment distributions across sub-corpora, classifying register as stable vs. context-dependent, or…
Idioma do texto original: inglês
Use when analyzing how an author constructs arguments beyond the word level, examining argument ordering patterns, rhetorical devices like hedging and concessions, discourse marker usage, paragraph structure distributions, or needing to produce replicable…
Idioma do texto original: inglês
Use when categorizing texts by communicative function (asserting, advising, explaining, questioning, challenging, agreeing), determining dominant speech acts and their proportions across a corpus, building a pragmatic signature for voice profiling, or…
Idioma do texto original: inglês
Use when translating completed linguistic analysis outputs into a unified style specification document, resolving conflicts between analysis findings, mapping quantitative metrics to actionable writing constraints, or producing an implementable voice profile…
Idioma do texto original: inglês
Use when extracting a stable writing fingerprint from a text corpus based on function word frequencies, sentence structure patterns, and punctuation habits, defining syntactic constraints that make an author's writing identifiable regardless of topic, or…
Idioma do texto original: inglês
Use when translating a completed style specification into an LLM subagent prompt that reproduces a target voice, converting psycholinguistic analysis outputs into concrete prompt directives, operationalizing stylometric fingerprints and archetype…
Idioma do texto original: inglês
Use when correlating sentiment scores with engagement metrics, measuring thread depth as an influence signal, auditing content exports for PII exposure, identifying discursive catalysts in comment threads, or needing scatter plots of sentiment vs. engagement…
Idioma do texto original: inglês
Use when classifying a user's interests from a text corpus, measuring interest diversity or concentration, mapping content to hierarchical categories, determining whether a profile is polymathic or specialist, or computing orthogonality scores across interest…
Idioma do texto original: inglês
Use when analyzing longitudinal content data for interest migration patterns, detecting when a user or entity shifts from one category subgroup to another over time, identifying change points in categorical distributions, determining which historical era best…
Idioma do texto original: inglês
Use when analyzing timestamped activity data to reconstruct activity profiles, detect hourly or daily or weekly or seasonal patterns, identify circadian regularity, find activity bursts, or classify engagement style from posting times across any time-series…
Idioma do texto original: inglês
Use when processing raw data exports through staged pipelines, cleaning text corpora with CLI tools before deeper Python analysis, building multi-stage ETL for CSV/JSON data, or integrating LLM analysis with traditional NLP pipelines
Idioma do texto original: inglês
Use when scoring sentiment in social media text, informal writing, or user-generated content using VADER, tracking affective trajectories over time, performing multi-tiered sentiment analysis across titles and body text, or needing lexicon-based polarity…
Idioma do texto original: inglês
Use when combining multiple engagement signals into a single composite score, ranking content by influence or value, needing to identify high-value discussions from heterogeneous metrics like votes upvote-ratio comments sentiment and recency, or when raw…
Idioma do texto original: inglês
Use when creating new agents, editing existing agents, or defining specialized subagent roles for the Task tool
Idioma do texto original: inglês