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Configura o ambiente virtual Python (venv) do plugin claude-prospector. É ativado por /setup-prospector ou frases como "configurar claude-prospector" e "corrigir prospector", mas não para "dashboard" ou "adoção de skill".

Render a clean blueprint-style SVG diagram from a JSON spec. Use when the user asks to draw, sketch, or diagram a flow, neural net, system architecture, state machine, or any node-and-edge picture they want as an SVG.

Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integ

Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold structures, enrichment analysis. Best for interactive exploration, simple queries. For batch processing or advanced BLAST use biopython; for multi-database Python workflows use bioservices.

Use quando o usuário pedir explicitamente para regenerar, reconstruir ou atualizar o painel de uso de tokens `claude-prospector`. Ele executa `python -m claude_prospector dashboard`, escreve o arquivo HTML e informa o caminho de saída.

Habilidade especializada em cibersegurança, abrangendo análise de vulnerabilidades (OWASP Web & LLM Top 10), relatórios de bug bounty, metodologia de pentest e revisão de código seguro (Java, Angular, Node, Python). Inclui hardening de Docker/Kubernetes, conformidade (NIST CSF 2.0, ISO 27001, CIS v8) e modelagem de ameaças STRIDE, ativada ao gerar código backend/APIs ou em consultas de segurança.

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological net

Use when building a Kubernetes Operator — custom controllers that reconcile CRD state. Triggers on "build an operator", "CRD design", "reconcile loop", "controller-runtime", "kubebuilder", "operator-sdk", "metacontroller", "KOPF", "operator capability levels", or "custom resource". Ships CRD validator, reconcile-loop linter, and OperatorHub capability auditor (all stdlib Python), 4 references on t

Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.

Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.

Use when writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions, creating Cortex Agents, writing Snowpark Python, configuring dbt for Snowflake, or troubleshooting Snowflake errors.