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first-fluke/oh-my-agent/benchmarks/runs/oma/.agents/skills/oma-backend/SKILL.md

oma-backend

Backend specialist for APIs, databases, authentication with clean architecture (Repository/Service/Router pattern). Use for API, endpoint, REST, database, server, migration, and auth work.

Source repository stars
1,212
Declared platforms
0
Static risk flags
2
Last source update
2026-08-06
Source checked
2026-08-06

Decision brief

What it does—and where it fits

Backend specialist for APIs, databases, authentication with clean architecture (Repository/Service/Router pattern). Use for API, endpoint, REST, database, server, migration, and auth work.

Best for

    Not for

    • Tasks that require unconfirmed production actions or broad system permissions.
    • Environments where the pinned source and install steps cannot be inspected.

    Compatibility matrix

    Platform support, with evidence labels

    PlatformStatusEvidenceWhat to check
    CodexNot declaredNo explicit evidencePortability before use
    Claude CodeNot declaredNo explicit evidencePortability before use
    CursorNot declaredNo explicit evidencePortability before use
    Gemini CLINot declaredNo explicit evidencePortability before use
    Open the compatibility checker

    Installation

    Inspect first. Install second.

    The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

    Source-detected install commandSource
    npx skills add https://github.com/first-fluke/oh-my-agent --skill "benchmarks/runs/oma/.agents/skills/oma-backend"
    Safe inspection promptEditorial

    Inspect the Agent Skill "oma-backend" from https://github.com/first-fluke/oh-my-agent/blob/548f8b330a4a2e806e49eee6b67852578fc4dda8/benchmarks/runs/oma/.agents/skills/oma-backend/SKILL.md at commit 548f8b330a4a2e806e49eee6b67852578fc4dda8. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

    Workflow

    What the source asks the agent to do

    1. 01

      Canonical workflow path

      Then run the project's discovered verification commands, usually lint/typecheck/tests and migrations when schema changes are involved. Prefer stack/stack.yaml verify: commands when present.

      Then run the project's discovered verification commands, usually lint/typecheck/tests and migrations when schema changes are involved. Prefer stack/stack.yaml verify: commands when present.
    2. 02

      Scheduling

      Implement or review backend APIs, authentication, database integration, server-side business logic, and migrations using the project's existing backend stack and clean architecture boundaries.

      User asks for API, endpoint, REST, GraphQL, auth, server, migration, repository, service, router, or background job work.User needs backend code that coordinates validation, business logic, persistence, transactions, and backing services.Building REST APIs or GraphQL endpoints
    3. 03

      Goal

      Implement or review backend APIs, authentication, database integration, server-side business logic, and migrations using the project's existing backend stack and clean architecture boundaries.

      Implement or review backend APIs, authentication, database integration, server-side business logic, and migrations using the project's existing backend stack and clean architecture boundaries.
    4. 04

      Intent signature

      User asks for API, endpoint, REST, GraphQL, auth, server, migration, repository, service, router, or background job work.

      User asks for API, endpoint, REST, GraphQL, auth, server, migration, repository, service, router, or background job work.User needs backend code that coordinates validation, business logic, persistence, transactions, and backing services.- User asks for API, endpoint, REST, GraphQL, auth, server, migration, repository, service, router, or background job work. - User needs backend code that coordinates validation, business logic, persistence, transaction…
    5. 05

      When to use

      Building REST APIs or GraphQL endpoints

      Building REST APIs or GraphQL endpointsDatabase design and migrationsAuthentication and authorization

    Permission review

    Static risk signals and limitations

    Writes files

    medium · line 85

    The documentation asks the agent to create, modify, or delete local files.

    | Implement persistence | `WRITE` | Repository/model/migration code |

    Reads files

    low · line 125

    The documentation asks the agent to read local files, directories, or repositories.

    **DRY (Don't Repeat Yourself)**: Business logic in `Service`, data access logic in `Repository`

    Evidence record

    Why each signal appears

    EvidenceSourceComputedTestedEditorial
    SignalValueEvidence typeMeaning
    Quality score90/100ComputedDocumentation, specificity, maintenance, and trust rules
    Repository stars1,212SourceRepository attention, not individual Skill quality
    Compatibility0 platformsSourceDeclared in the catalog source record
    Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

    Pinned source

    Provenance and original SKILL.md

    Repository
    first-fluke/oh-my-agent
    Skill path
    benchmarks/runs/oma/.agents/skills/oma-backend/SKILL.md
    Commit
    548f8b330a4a2e806e49eee6b67852578fc4dda8
    License
    MIT
    Collected
    2026-08-06
    Default branch
    main
    View the original SKILL.md

    Backend Agent - API & Server Specialist

    Scheduling

    Goal

    Implement or review backend APIs, authentication, database integration, server-side business logic, and migrations using the project's existing backend stack and clean architecture boundaries.

    Intent signature

    • User asks for API, endpoint, REST, GraphQL, auth, server, migration, repository, service, router, or background job work.
    • User needs backend code that coordinates validation, business logic, persistence, transactions, and backing services.

    When to use

    • Building REST APIs or GraphQL endpoints
    • Database design and migrations
    • Authentication and authorization
    • Server-side business logic
    • Background jobs and queues

    When NOT to use

    • Frontend UI -> use Frontend Agent
    • Mobile-specific code -> use Mobile Agent

    Expected inputs

    • Target feature, endpoint, migration, auth flow, or server behavior
    • Existing backend stack files such as manifests, routes, services, models, and database config
    • API contracts, schemas, validation rules, and persistence requirements
    • Required verification commands or project conventions

    Expected outputs

    • Backend code changes in router, service, repository, model, migration, or test files
    • Validated inputs, safe queries, transaction boundaries, and error handling
    • Verification results from the execution checklist

    Dependencies

    • Project stack manifests and existing backend conventions
    • resources/execution-protocol.md, resources/checklist.md, and resources/orm-reference.md
    • Optional stack/stack.yaml, stack/tech-stack.md, snippets, and API templates
    • Database, queue, cache, mail, auth, or external API resources configured through environment or secret managers

    Control-flow features

    • Branches by detected stack, ORM/query pattern, auth requirement, migration impact, and transaction scope
    • Reads and writes codebase files
    • May touch local database migrations or generated code
    • Must not hardcode secrets or share unsafe ORM lifecycle objects across concurrent work

    Structural Flow

    Entry

    1. Detect the backend stack from project files first.
    2. Identify affected router, service, repository, model, migration, and test boundaries.
    3. Load stack-specific references only when needed.

    Scenes

    1. PREPARE: Determine stack, architecture boundaries, and acceptance criteria.
    2. ACQUIRE: Read existing routes, services, repositories, models, schemas, and config.
    3. ACT: Implement backend changes with validation, business logic, persistence, and tests.
    4. VERIFY: Run relevant lint, type, test, migration, and checklist commands.
    5. FINALIZE: Report changed behavior, verification, and unresolved risks.

    Transitions

    • If stack files exist, follow them before generic guidance.
    • If ORM performance, relationship loading, transactions, or N+1 risk appears, use resources/orm-reference.md.
    • If database schema impact is primary and API work is secondary, coordinate with oma-db.
    • If auth server setup touches DB adapters or server libraries, keep it in backend scope.

    Failure and recovery

    • If stack cannot be determined, ask the user or suggest running /stack-set.
    • If verification fails, fix root cause before handoff.
    • If required secrets or services are unavailable, document the blocker and keep code configurable.

    Exit

    • Success: backend change is implemented, tested, and aligned with local architecture.
    • Partial success: blocker, missing dependency, or verification gap is explicit.

    Logical Operations

    Actions

    ActionSSL primitiveEvidence
    Detect stack and conventionsREADManifests, stack files, existing code
    Select implementation boundarySELECTRouter/service/repository pattern
    Validate inputs and schemasVALIDATEStack validation library
    Implement business logicWRITEService layer code
    Implement persistenceWRITERepository/model/migration code
    Call external/backing servicesCALL_TOOLDB, queue, cache, auth, or API clients
    Run verificationCALL_TOOLTests, typecheck, lint, migrations
    Report resultNOTIFYFinal summary

    Tools and instruments

    • Project language/framework toolchain
    • ORM or database client
    • Test, lint, typecheck, and migration commands
    • Stack-specific templates and snippets when present

    Canonical workflow path

    rg --files
    rg "route|router|service|repository|model|schema|migration" .
    

    Then run the project's discovered verification commands, usually lint/typecheck/tests and migrations when schema changes are involved. Prefer stack/stack.yaml verify: commands when present.

    Resource scope

    ScopeResource target
    CODEBASEBackend source, tests, schemas, migrations
    LOCAL_FSStack references and generated artifacts
    PROCESSTest, lint, typecheck, migration commands
    CREDENTIALSEnvironment-managed DB URLs, API keys, secrets
    NETWORKExternal APIs or backing services when required

    Preconditions

    • Target behavior and affected backend boundary are identifiable.
    • Project stack and verification commands can be inferred or are provided.
    • Required credentials remain outside source code.

    Effects and side effects

    • Mutates backend source files, tests, and possibly migrations.
    • May change database schema, API behavior, auth behavior, or service contracts.
    • May require generated clients or migration artifacts.

    Guardrails

    1. DRY (Don't Repeat Yourself): Business logic in Service, data access logic in Repository
    2. SOLID:
      • Single Responsibility: Classes and functions should have one responsibility
      • Dependency Inversion: Use your framework's DI mechanism
    3. KISS: Keep it simple and clear

    Architecture Pattern

    Router (HTTP) → Service (Business Logic) → Repository (Data Access) → Models
    

    Repository Layer

    • Encapsulate DB CRUD and query logic
    • No business logic, return ORM entities

    Service Layer

    • Business logic, Repository composition, external API calls
    • Business decisions only here

    Router Layer

    • Receive HTTP requests, input validation, call Service, return response
    • No business logic, inject Service via DI

    Core Rules

    1. Clean architecture: router → service → repository → models
    2. No business logic in route handlers
    3. All inputs validated with your stack's validation library
    4. Parameterized queries only (never string interpolation)
    5. JWT + bcrypt for auth; rate limit auth endpoints
    6. Async where supported; type annotations on all signatures
    7. Custom exceptions via centralized error module (not raw HTTP exceptions)
    8. Explicit ORM loading strategy: do not rely on default relation loading when query shape matters
    9. Explicit transaction boundaries: group one business operation into one request/service-scoped unit of work
    10. Safe ORM lifecycle: do not share mutable ORM session/entity manager/client objects across concurrent work unless the ORM explicitly supports it
    11. Config from environment: DB URLs, API keys, secrets, and feature flags come from env vars or secret managers — never hardcode in source
    12. Stateless services: no in-memory session or user state between requests — use external stores (DB, Redis, cache) for shared state
    13. Backing services as resources: DB, queue, cache, mail are swappable attached resources connected via config — Repository layer must not assume a specific instance

    Stack Detection

    1. Project files first — Read existing code, package manifests (pyproject.toml, package.json, Cargo.toml, go.mod, pom.xml, etc.) to determine the tech stack
    2. stack/ second — If stack/ exists, use it as supplementary reference for coding conventions and snippet templates
    3. Neither exists — Ask the user or suggest running /stack-set

    Stack-Specific Reference

    • Stack manifest (SSOT): stack/stack.yaml — structured declaration (language, framework, orm) and verify: contract consumed by oma verify backend. Schema: variants/stack.schema.json.
    • Tech stack narrative: stack/tech-stack.md — human-readable reference only; stack.yaml wins on conflict.
    • Code snippets (copy-paste ready): stack/snippets.md
    • API template: stack/api-template.*

    References

    Follow resources/execution-protocol.md step by step. See resources/examples.md for input/output examples. Use resources/orm-reference.md when the task involves ORM query performance, relationship loading, transactions, session/client lifecycle, or N+1 analysis. Before submitting, run resources/checklist.md. Vendor-specific execution protocols are injected automatically by oma agent:spawn. Source files live under ../_shared/runtime/execution-protocols/{vendor}.md.

    • Execution steps: resources/execution-protocol.md
    • Code examples: resources/examples.md
    • Checklist: resources/checklist.md
    • ORM reference: resources/orm-reference.md
    • Error recovery: resources/error-playbook.md
    • Context loading: ../_shared/core/context-loading.md
    • Reasoning templates: ../_shared/core/reasoning-templates.md
    • Clarification: ../_shared/core/clarification-protocol.md
    • Context budget: ../_shared/core/context-budget.md
    • Lessons learned: ../_shared/core/lessons-learned.md

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