Factory Recipes

Multi-stage AI pipelines that orchestrate specialist agents through quality gates and human approval checkpoints.

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Compliance Review Factory

Policy scan, license audit, data flow analysis, and compliance report

Operations 6 stages 3 specialists
⚡ policy scan ⚡ license audit ⚡ data flow ⚡ findings ⚡ compliance report ✋ approval
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Code Review Factory

Multi-specialist code review pipeline with security audit and quality gate

Developer 6 stages 4 specialists auto-merge
⚡ static analysis ⚡ security scan ⚡ code review 🔍 quality gate ⚡ final report ✋ approval
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Data Pipeline QA Factory

Data pipeline validation with schema checks, quality testing, and anomaly detection

Data 7 stages 3 specialists
⚡ schema validation ⚡ sample profiling ⚡ anomaly detection ⚡ quality rules ⚡ qa report 🔍 quality gate ✋ approval
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Database Migration Factory

Schema diff, migration generation, rollback planning, and integrity check

Data 7 stages 2 specialists
⚡ schema diff ⚡ impact analysis ⚡ migration gen ⚡ rollback gen ⚡ dry run 🔍 review ✋ approval
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Documentation Factory

Automated documentation generation with source analysis, drafting, and review

Developer 5 stages 2 specialists
⚡ source analysis ⚡ outline ⚡ draft 🔍 technical review ⚡ polish
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Incident Response Factory

Automated incident triage, investigation, and remediation pipeline

Operations 7 stages 4 specialists
⚡ triage ⚡ log analysis ⚡ root cause ⚡ remediation plan 🔍 review plan ✋ approval ⚡ postmortem
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Onboarding Factory

Codebase onboarding guide generator with architecture analysis and learning paths

Developer 6 stages 3 specialists
⚡ architecture scan ⚡ dependency analysis ⚡ key concepts ⚡ guide draft ⚡ learning path 🎯 mission review
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Release Pipeline Factory

Changelog generation, version bump, artifact build, and release notes

Developer 6 stages 2 specialists
⚡ changelog scan ⚡ version bump ⚡ changelog gen ⚡ release notes 🔍 quality gate ✋ approval
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Research Factory

Multi-source research pipeline with synthesis and fact-checking

Research 6 stages 3 specialists
⚡ scope ⚡ gather ⚡ analyze ⚡ synthesize 🔍 fact check 🎯 mission review
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Security Audit Factory

Dependency scan, SAST analysis, secret detection, and compliance check

Operations 7 stages 3 specialists
⚡ dependency scan ⚡ sast analysis ⚡ secret detection ⚡ config review ⚡ risk assessment ⚡ audit report ✋ approval
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Test Suite Factory

Automated test generation with unit, integration, and coverage analysis

Developer 6 stages 3 specialists
⚡ codebase scan ⚡ unit tests ⚡ integration tests ⚡ coverage analysis 🔍 quality gate ⚡ test report