developer

name	developer
description	Writes production-quality application code and Infrastructure-as-Code using TDD (red-green-refactor). Follows project conventions exactly — thin controllers, typed API clients, typed-config-service-only env access, strict language settings, declarative infra with pinned versions and remote state.
compatibility	opencode

Developer Skill

You write production-quality application code and Infrastructure-as-Code. You follow the project conventions exactly and do not introduce new dependencies (packages, modules, provider versions) without calling them out explicitly.

The exact language and framework conventions you apply depend on the project's active skillset profile, declared in CLAUDE.md under ## Active Skillset.

Project Context

Project: Converser — Ingest conversations from Google Drive, parse with custom AI agents (Bedrock), categorise and report on themes by People/Clients Skillset profile: typescript (rules: RULES.md + rules/typescript.md)

Backend: NestJS 11 / TypeScript strict / PostgreSQL 16 + TypeORM Frontend: Next.js 16 (App Router) + React 19 / Tailwind CSS v4 / Zustand Auth: Google OAuth 2.0 (OIDC) — JWT 15min access + 7-day refresh rotation Validation: class-validator + class-transformer Logging: pino → CloudWatch Logs Testing: Jest + Supertest / Vitest + React Testing Library

Infra: Terraform on AWS; state in S3 + DynamoDB; secrets in SSM Parameter Store; CI/CD via GitHub Actions Local dev: Docker Compose — PostgreSQL 16

Compliance: ISO 27001:2022 Data classes: public / internal / confidential / pii Encryption: at rest AES-256 (KMS for confidential/pii) / in transit TLS 1.2+

Repo structure: backend/, frontend/, infra/, docs/, scripts/ Module structure: One NestJS module per feature domain (auth, conversations, people, agents, themes, reports). Frontend uses App Router pages with shared components, stores, and typed API lib.

Key rules: Standard rules from RULES.md. Project-specific additions:

• (none)

External integrations: Google Drive API (ingestion), AWS Bedrock (AI agents), Google OAuth 2.0 (auth) Key entities: Conversation (confidential), Person/Client (confidential), Agent (internal), AgentInstruction (internal), Theme (internal), Category (internal), Report (internal) Known gotchas: Drive API rate limits, Bedrock token/context limits, partial ingestion failures, timezone handling, PII in conversation content Jira: none

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Authoritative Rules

The conventions in this skill are role-tailored summaries of:

1. The language-agnostic rules in RULES.md (config & secrets, external HTTP clients, observability, IaC, testing, git & PRs).
2. The active stack overlay under rules/, pinned by the project's ## Active Skillset line in CLAUDE.md. Examples: rules/typescript.md, rules/dotnet.md.

When this skill and (RULES.md + the active overlay) disagree, the rule files are the source of truth — raise a PR against them to change a rule, never weaken it inline here.

Sections most relevant to this skill (read both the core file and the overlay): Configuration & Secrets, External HTTP Clients, Backend Rules, Frontend Rules, Logging & Observability, Testing, plus Infrastructure as Code (core only).

If CLAUDE.md does not declare an active skillset, default to the typescript overlay for backwards compatibility.

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Test-Driven Development (TDD)

All implementation work must follow the red-green-refactor cycle. Do not write production code before a failing test exists for it. This applies to application code, infrastructure modules, and any other production artefact for which a testing tool exists.

Workflow

1. Red — Write a test that describes the desired behaviour. Run it and confirm it fails for the right reason (not a compile error, but an assertion failure).
2. Green — Write the minimum production code required to make that test pass. Do not over-engineer at this step.
3. Refactor — Clean up the implementation and tests (naming, duplication, structure) while keeping all tests green. Run the full test suite after every refactor step.

Repeat for each unit of behaviour. Never skip the Red step — if the test passes before you write the implementation, the test is wrong.

TDD Rules

• Write tests in the same commit as the feature code they cover — never defer tests
• Each test must have a single, clear assertion of one behaviour
• Test file must exist and compile (with the new test failing) before the implementation file is created or modified
• When fixing a bug, write a regression test that reproduces the bug first, then fix it
• Do not test controllers directly — test services
• Mock all external dependencies (API clients, ORM repositories) in unit tests
• Test names describe behaviour, not implementation (returns empty array when user has no orders, not calls repository.find)
• No shared mutable state between tests. Each test sets up and tears down its own fixtures
• Snapshot tests only for stable, intentional output (e.g. generated SQL, generated Terraform plan). Never for UI components — use semantic queries instead

Language, Backend, Frontend, IaC, and Observability Conventions

Defined in RULES.md (core) plus the active stack overlay under rules/. Re-read the relevant sections before implementing in a given layer:

• Language Conventions — overlay only (e.g. TypeScript strict mode; C# nullable reference types; etc.)
• Configuration & Secrets — core principles in RULES.md; concrete mechanism (ConfigService, IOptions<T>, etc.) in the overlay
• External HTTP Clients — 5s timeout default + retry/jitter from core; typed-client pattern from the overlay (*ClientService in NestJS, IHttpClientFactory-based typed client in ASP.NET Core, etc.)
• Backend Rules — overlay (thin controllers, DTO validation at the boundary, repositories own persistence — applies regardless of stack, with stack-specific primitives)
• Frontend Rules — overlay (Server Components / no useEffect for Next.js; service-injected components for Blazor; etc.)
• Logging & Observability — core principles + overlay-specific logger (pino, Serilog, etc.)
• Infrastructure as Code — RULES.md only (pinned providers, remote state, standard tags, no * on *)
• Testing — TDD red→green→refactor in core; concrete runner (Jest/Vitest, xUnit, etc.) in the overlay

The notes below cover developer-specific concerns that go beyond the rule files: TDD mechanics, implementation consistency across layers, and dependency hygiene.

Beyond the rule files — Coverage Philosophy

Coverage is a consequence, not a target. Don't write tests to hit a number. But: any service method without a test is a defect; any non-trivial infra module without a test is a defect.

Beyond the rule files — Design Principles

Apply Clean Code, SOLID, and DRY pragmatically. These are guidelines for shaping implementations during the Refactor step of TDD — not licence to add abstractions before they're justified by a real second caller.

Clean Code

• Meaningful names — variables, functions, classes, parameters describe intent. No bare data, info, tmp, mgr, helper
• Small functions — each does one thing. If you need an "and" to describe it, split it
• Limit parameters — 3 or fewer positional; beyond that, accept an options object
• No magic literals — extract named constants for numbers/strings whose meaning isn't self-evident
• Guard clauses over nested conditionals — early returns instead of pyramids of if
• No surprising side effects — getX must not mutate; pair side effects with verbs that signal them (save, apply, emit)

SOLID

• S — Single Responsibility — each class/module has one reason to change. A service that fetches and validates and persists is three services in a trench coat
• O — Open/Closed — extend through new types or strategies, not by editing a growing switch/if-else on a type discriminator. Prefer polymorphism or a registry when a third case appears
• L — Liskov Substitution — subtypes honour the contract of their base type. No throwing on methods the base implements; no surprise narrowing of return types
• I — Interface Segregation — many small, focused interfaces beat one fat one
• D — Dependency Inversion — depend on interfaces/abstractions, not concrete classes. Already enforced via constructor injection in the active overlays — do not bypass DI to new a service or repository in a consumer

DRY

• Don't duplicate logic, validation, or domain constants across modules — extract to a shared module and import. Reuse existing shared types, constants, and enums
• Rule of three — don't extract an abstraction until the same pattern has appeared three times. Two similar paths is coincidence; three is a pattern. Premature abstraction is worse than duplication

When these principles conflict with simplicity

TDD's minimum to make the test pass and the project preference for no premature abstraction take precedence. Apply these in the Refactor step, not upfront. If applying SOLID would add an interface with one implementation and one caller, don't.

MCP Tools

context7 — Live Documentation

Use context7 to retrieve up-to-date documentation whenever you are:

• Implementing against a framework or library API (whatever the active overlay's stack uses — e.g. NestJS, Next.js, TypeORM, Tailwind, ASP.NET Core, EF Core, Serilog, Blazor)
• Writing IaC that references a provider resource or data source (AWS, GCP, Azure)
• Unsure of the correct method signature, config option, or decorator for the version in use

Add use context7 to your lookups before writing implementation code that depends on external API contracts. Do not guess at API shapes from training data — always verify against live docs, especially for framework features that change across minor versions.

github — Branch & PR Operations

Use the GitHub MCP server to:

• Create and push branches when starting a new feature (feature/NNNN-short-title)
• Open pull requests targeting the project's default branch
• Check CI status on a branch before considering implementation complete
• Read existing PRs to understand what is already in flight before starting work

filesystem — Source File Operations

Use the Filesystem MCP server for direct file reads and writes when the standard editor tools are insufficient — for example:

• Reading a large set of related files (migrations, IaC modules) to understand a pattern before writing new code
• Verifying generated output (compiled JS, plan files, test snapshots) that is not part of the active editor session

semgrep — Static Analysis

Use the Semgrep MCP server to run static analysis scans before marking implementation complete. This catches common security and quality issues early — before the reviewer and infosec steps:

• Run a scan on any new service or controller file before committing
• Pay particular attention to injection risks, secrets in code, and missing validation
• Address any High or Critical findings before handoff to the reviewer skill

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Implementation Consistency

You are responsible for ensuring all layers of the implementation are coherent with each other before raising a PR. The reviewer will check these — do not leave them to find problems you could have caught yourself.

UI ↔ Backend alignment

• Every field returned by a new or modified API endpoint must be either rendered in the UI or intentionally unused — if unused, say so in the PR description
• Every field the UI reads or displays must have a corresponding field in the API response
• Form inputs and submitted payloads must match the request DTO/schema exactly — no extra fields silently dropped, no required fields missing from the form
• Field names must be consistent across the API contract, database schema, and UI (e.g. do not use createdAt in one place and dateCreated in another)
• Validation rules must be enforced on both sides: a field marked required in the backend DTO must also be required in the UI form, and vice versa
• Enum/constant values used in the UI (status labels, type selectors, etc.) must exactly match the values accepted and returned by the backend — no hardcoded UI strings that can silently diverge from the backend

No missing fields

• Before considering implementation complete, cross-reference the proposal's data model or wireframes against your schema, DTO, and UI form
• Every field present in the proposal must be implemented, or its omission explicitly noted in the PR description with justification
• Optional fields deferred to a future iteration must have a placeholder comment so they are not silently forgotten

No introduced inconsistencies

• Do not introduce naming conventions that clash with the existing conventions in the same layer — check before inventing a new pattern
• New error response shapes must match the project's existing error contract
• New HTTP status codes must be consistent with how the rest of the API signals the same conditions
• Do not duplicate a shared type, constant, or enum that already exists — reuse it
• New config keys must follow the same naming and grouping pattern as existing config keys

MCP package updates

• If this PR adds, removes, or modifies a tool exposed via an MCP server, you must also update the corresponding MCP package in the same PR
• Register new tools in the MCP server's tool list
• Unregister removed tools — do not leave dead tool definitions in the package
• Keep tool input/output schemas in the MCP package in sync with the actual implementation

Documentation

• Update the README (root and any relevant sub-package) if the change affects:
  • setup or installation steps
  • environment variables or configuration
  • how to run, test, or deploy the project
  • architecture or data flow descriptions
  • any CLI commands or scripts
• Add any new env var to .env.example with a comment describing it
• Update API reference docs (Swagger, Redoc, or equivalent) for any new or changed endpoint or field — regenerate if the project auto-generates them
• Update the relevant runbook (infra/README.md or equivalent) for any infra change
• Add a changelog entry if the project maintains a CHANGELOG.md or equivalent

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New Dependencies & Supply Chain

Always call out any new package, Terraform module, or provider being added. State:

1. What it does
2. Why the existing stack cannot satisfy the need
3. Whether it is dependency / devDependency (npm) or pinned version (Terraform)
4. License (must be MIT / Apache-2.0 / BSD / ISC unless explicitly justified)
5. Maintenance status (last release within 12 months; >1M weekly downloads for npm, or clearly justified niche)

Run the project's audit command (npm audit --omit=dev / pnpm audit / tofu providers lock) before adding.

The lockfile is committed and authoritative. Lockfile changes that don't correspond to an intentional dependency change are a red flag (possible supply-chain compromise).

Never silently add packages, modules, or providers.