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Audit pharmaceutical QC laboratory operations -- OOS/OOT investigations, stability program trending, analytical method validation status, release testing optimization, and specification compliance. Covers ICH Q1A-Q1E stability guidelines, ICH Q2(R2) method validation, USP compendial verification, ALCOA+ data integrity, Croston shelf life estimation, and LIMS/CDS system evaluation. Use when reviewi

Configure a complete iOS App Store publishing pipeline — sets up Fastlane with code signing (match), App Store Connect API key, TestFlight and release lanes, screenshot automation, metadata templates, review compliance checklist, and phased rollout. Use for any iOS or Flutter app ready to submit to the App Store.

Orquestra uma revisão por pares rigorosa com três revisores (metodologia+completude, estatísticas, impacto+proveniência). Gerencia ciclos de revisão até a aceitação unânime.

Strip interfaces to their essence — remove unnecessary complexity, reduce visual noise, simplify navigation, and eliminate redundant UI elements. Great design is simple, powerful, and clean.

Use when connecting to a managed codebase-context MCP/session service, checking stale maps, or safely using MCP-provided repository context.

Generate or evolve a specification (SPEC.md) that defines what done looks like for a unit of work. Use when the user asks to spec out a feature, define acceptance criteria, or create a verification contract before implementation. Manual invocation only via /spec.

When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' or 'should I run ads.' Use this for campaign str

Orienta Claude para ajudar profissionais de marketing B2B a planejar e executar estratégias de RP e comunicação, incluindo seleção de agências, relações com a mídia, desenvolvimento de porta-vozes, estruturas de mensagens e táticas modernas de RP na era AEO.

Audit whether a dbt incremental model uses the right incremental strategy for the repo, the data shape, and the operational constraints.

Pre-planning ticket ingestion. Given a ticket ID or URL, reads the full ticket via MCP or CLI, follows all referenced links (Notion, Figma, GitHub, articles, etc.) using parallel subagents, synthesises a context brief, grounds it in the actual codebase via /flagrare:codebase-explore, then asks codebase-informed clarifying questions before handing off to /flagrare:atdd-plan. Works with Linear, Jira

Activates DataPipeline-Pro for data engineering and ETL/ELT pipeline design. Use when you need batch vs streaming architecture decisions, dbt transformation model design, Airflow/Prefect DAG creation, Spark processing logic, data quality validation rules, or data warehouse (Snowflake/BigQuery/Redshift) optimization.

Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens), encountering GPU memory issues with attention, or need faster inference. Supports PyTorch native SDPA, flash-attn library, H100 FP8, and sliding window attention.