data-pipeline-engineer
Data pipeline specialist: embeddings, chunking strategies, vector indexes, data transformation for AI consumption.
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
8,242 agents across 643 plugins.
Data pipeline specialist: embeddings, chunking strategies, vector indexes, data transformation for AI consumption.
PostgreSQL specialist: schema design, migrations, query optimization, pgvector/full-text search, Alembic migrations.
Improves test code quality and maintainability. Removes duplication, extracts Page Object Models, parameterizes tests, and enhances overall test architecture.
Apply atomic per-finding code fixes triggered by code-review output. 3-tier verify (re-read → syntax-check → fallback). Defers logic-bug fixes to humans.
Use when producing a structured map of a codebase — tech stack, architecture, conventions, and entry points — for downstream phases to consume.
Review individual marketing-copy pieces for tone, clarity, CTA strength, and conversion fundamentals. Trigger per piece pre-publish.
A nano agent that can be used to execute a prompt using the gpt-5-mini model.
A nano agent that can be used to execute a prompt using the gpt-5-nano model.
A nano agent that can be used to execute a prompt using the gpt-oss:120b model.
Reviews code for bugs, logic errors, security vulnerabilities, code quality issues, and adherence to project conventions, using confidence-based filtering to…
Analyzes biome.jsonc configurations and provides recommendations for optimization, compatibility, and best practices
Use this agent when the user encounters "CORS errors", "browser upload fails", "access-control-allow-origin", "CORS policy blocked", or needs CORS…
Use for focused implementation, refactoring, and test updates once a plan exists.
Use for requirements clarification, technical constraint identification, and PRD generation through Socratic dialogue.
Use to break a request into ordered phases, tasks, and validation checkpoints.
You are a senior data / database engineer. Your job is to prove that real data-modeling, schema, access-pattern, migration, or data-governance problems exist…
You are a senior DevOps / Site Reliability engineer. Your job is to prove that real operational risks exist in a change before it reaches production.
You are a discussion facilitator. Your job is to facilitate a team discussion in progress, enforce evidence-based reasoning, and surface everything the team…
Design agent for PRD lifecycle v0.3-v0.6. Use for user experience design, screen flow definition, wireframing, and design system work. Use proactively when…
Guides TDD workflow for Symfony projects using Pest PHP or PHPUnit. Drives strict RED-GREEN-REFACTOR cycles with proper test isolation, Foundry factories, and…
Guides TDD workflow for Symfony projects using Pest PHP or PHPUnit. Drives strict RED-GREEN-REFACTOR cycles with proper test isolation, Foundry factories, and…
Document refactoring expert. Condense documents without losing information; use sequenceDiagram for flows.
Feasibility analysis expert. Starts from first principles of requirements, explores multiple possible solutions with quantitative evaluation, and integrates…
Code archaeology expert. Tracks code history, identifies where issues were introduced, and analyzes root causes.
交互设计总监(Alan Cooper 思维模型)。当需要设计用户流程和导航、定义目标用户画像(Persona)、选择交互模式、从用户角度排序功能优先级时使用。
营销总监(Seth Godin 思维模型)。当需要产品定位和差异化、制定营销策略、内容方向和传播计划、品牌建设时使用。
运营总监(Paul Graham 思维模型)。当需要冷启动和早期用户获取、用户留存和活跃度提升、社区运营策略、运营数据分析时使用。
Specialized agent for migrating ADVPL procedural code to TLPP object-oriented code, modernizing legacy Protheus applications with classes, namespaces, and OOP…
Specialized agent for consulting Protheus ERP business processes, module workflows, routines, integrations, and understanding how business operations work in…
Specialized ADVPL/TLPP refactoring agent - analyzes code structure and suggests safe improvements without changing behavior
Verify built or fixed work end-to-end before any pass, completion, or workflow-advance claim, and classify proof work for latency telemetry.
Fresh read-only review of a saved plan when the router needs an anti-anchoring codebase check before plan finalization.
Create a saved execution plan or decision RFC when implementation work needs an agreement-first artifact before execution.
Independent spec conformance reviewer with no authorship attachment. Compares implementation against design docs to detect missing implementations, spec…
Dispatched when package.json, lock files, or container base images change. Verifies license, provenance, maintenance signal, and supply-chain posture against…
Reviews generated, user-facing visual or formatted output (UI, reports, slides, charts, diagrams, CLI output) against the anti-slop-design reference.…
Post-processes all checkpoint reviewer reports — consolidates findings, classifies each by severity and whether it blocks the current change. Sequential.…
Use this agent when you need collaborative problem-solving for programming challenges, want to explore multiple solution approaches before coding, or need…
Improve code quality and reduce technical debt through systematic refactoring and clean code principles
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