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Teck.Agents

Paperclip company package for the Teck platform engineering team. Pre-configured AI agents organized in three squads (Backend, Frontend, Infrastructure) with embedded QA. Researcher reports to CTO and is assigned to squads as needed. Juniors use Deepseek v4 Flash for cost-efficient scoped tasks.

Organization

CEO
├── CMO ← Market, brand, growth (gpt-5.5)
├── CFO ← Budget, model spend, pricing (v4-pro)
└── CTO ← Architecture, engineering, security
    ├── Security Engineer ← Security audits, compliance
    ├── Researcher ← Technical spikes, assigned to squads
    ├── Backend Squad (Teck.Cloud)
    │   ├── Backend Team Leader
    │   ├── Senior Backend Engineer
    │   ├── Junior Backend Engineer  ← Flash
    │   ├── Database Engineer
    │   └── QA Engineer
    ├── Frontend Squad (Teck.Web)
    │   ├── Frontend Team Leader
    │   ├── Senior Frontend Engineer
    │   ├── Junior Frontend Engineer  ← Flash
    │   └── QA Engineer
    └── Infrastructure Squad (Teck.GitOps + Teck.Terraform)
        ├── Infrastructure Team Leader
        ├── Senior Infrastructure Engineer
        ├── Junior Infrastructure Engineer  ← Flash
        └── QA Engineer

Agents

Agent Domain Reports To
CEO Product vision
CTO Architecture, routing CEO
Researcher Technical spikes (all squads) CTO
Security Engineer Security audits, compliance (all squads) CTO
Backend TL .NET microservices CTO
Senior BE Complex services Backend TL
Junior BE Scoped tasks (Flash) Senior BE
Database Engineer Schema, migrations, queries Backend TL
Backend QA Squad testing Backend TL
Frontend TL Next.js, UI CTO
Senior FE Complex pages Frontend TL
Junior FE Scoped tasks (Flash) Senior FE
Frontend QA Component testing Frontend TL
Infrastructure TL GitOps, Terraform CTO
Senior IE Pipelines, modules Infra TL
Junior IE Scoped tasks (Flash) Senior IE
Infra QA Manifest validation Infra TL

Skills

Skill Purpose
teck-conventions Cross-repo naming, patterns, rules
teck-architecture Architecture review — boundaries, decomposition
teck-code-review Code review checklist for all four repos
teck-deployment Deployment verification, smoke tests, rollback

Usage

paperclipai company import ./ --target new
paperclipai company import Teck-Lab/Teck.Agents --target new

Model Strategy

  • Junior Engineers → Deepseek v4 Flash. Single files/services, explicit patterns.
  • Senior Engineers + Database Engineer → Full-capability models. Complex features.
  • Team Leaders → v4-pro. Coordination, review, routing. No implementation.
  • CEO/CTO → gpt-5.5. Strategic decisions. Never implement.

Execution Stack (OMO Slim)

OMO Agent Used By Primary Model
Orchestrator Team Leaders v4-pro
Fixer Senior + Junior Engineers k2p7 / v4-flash
Oracle TLs, QA, CTO v4-pro
Librarian Researchers v4-flash
Explorer Researchers v4-flash
Designer Frontend Squad v4-flash
Council TLs (decisions) v4-pro

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