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Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.

Humaans integration via Apideck's HRIS unified API — same methods work across every connector in HRIS, switch by changing `serviceId`. Use when the user wants to read or sync employees, departments, payrolls, and time-off records in Humaans. Routes through Apideck with serviceId "humaans-io".

Conduct thorough, constructive code reviews for quality and security. Use when reviewing pull requests, checking code quality, identifying bugs, or auditing security. Handles best practices, SOLID principles, security vulnerabilities, performance analysis, and testing coverage.

This skill generates realistic iOS notes app screenshots from arbitrary text input. It creates pixel-perfect iPhone notes app interfaces with proper iOS design patterns, typography, spacing, and visual elements. Use this skill when users need to create iOS-style notes app screenshots for presentations, mockups, or design references.

Use when operations involve emailing teammates (mail_teammates MCP tool). Defines strict privacy rules for team communication.

Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.

Detecta novas importações em arquivos modificados e instala automaticamente dependências ausentes. Funciona com npm, uv, pip, cargo, go mod e outros gerenciadores de pacotes, acionando após a implementação do código para manter os manifestos sincronizados.

Maps between gene identifier systems (Ensembl, Entrez, HGNC symbol, UniProt, RefSeq, MANE) using AnnotationDbi, biomaRt, mygene, pyensembl, and Ensembl REST. Encodes Ensembl version stripping with GENCODE _PAR_Y preservation, the Ziemann 2016 Excel autocorrect debacle and Bruford 2020 HGNC renames (SEPT*->SEPTIN*, MARCH*->MARCHF*, MARC*->MTARC*, DEC1->DELEC1), OCT4/POU5F1 alias resolution, biomaRt

Comprehensive quality control for CLIP-seq libraries (eCLIP, iCLIP, iCLIP2, PAR-CLIP) covering library complexity (preseq), FRiP, IDR replicate reproducibility, read-distribution metagene, SMInput vs IgG control rationale, rRNA / snoRNA contamination, fragment-length distribution, and ENCODE-compliance thresholds. Use when assessing whether a CLIP library passed, deciding lenient vs stringent peak

Opentrons Protocol API v2 for OT-2/Flex: Python protocols for pipetting, serial dilutions, PCR, plate replication; control thermocycler, heater-shaker, magnetic, temperature modules. Use pylabrobot for multi-vendor.

Assistente inteligente de QA que automatiza a criação de casos de teste a partir da documentação do projeto. Use para gerar casos de teste de requisitos, executar comandos como /init, /parse, /style, /plan, /generate, /export, ou trabalhar com documentos PDF/DOCX/XLSX e exportar para Excel compatível com TestRail.

Modular architecture health assessor for Logseq Template Graph. Analyzes module balance, cohesion, size distribution, and dependencies. Calculates health scores and suggests reorganization. Use when checking module structure, assessing architecture quality, or planning refactoring.