sysndd-code-quality

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更新时间2026年5月18日 22:23

Use when reviewing or changing SysNDD code for maintainability, modularity, file size, duplication, simplicity, typed boundaries, tests, or architecture quality before handoff

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来源

berntpopp

berntpopp/sysndd

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SysNDD Code Quality

Use this skill as a focused review pass before handoff, during refactors, or when touching large or shared SysNDD files.

Review Workflow

Inspect the diff and the nearby implementation patterns before judging the change.
Run deterministic checks first when they are relevant: make code-quality-audit, git diff --check, targeted tests, make lint-api, make lint-app, cd app && npm run type-check, cd app && npm run type-check:strict, or the smallest useful single-test command from AGENTS.md.
Review the changed files for the quality risks below.
Report concrete findings with file and line references. Distinguish must-fix issues from optional cleanup.

Quality Checks

Modularity: each file/module should have one clear responsibility and a readable public surface. Prefer cohesive helpers, composables, services, or repository functions over adding another mode to an already broad file.
600-line soft ceiling: flag handwritten source files that exceed or approach 600 lines when the change makes them larger. make code-quality-audit enforces the deterministic ratchet: new oversized files fail, and baseline oversized files may not grow. Tests, migrations, fixtures, generated files, and tightly coupled implementations may exceed the ceiling when splitting would reduce clarity.
KISS: prefer direct, local solutions that match existing patterns. Push back on speculative abstractions, new dependencies, clever generic utilities, and cross-layer shortcuts.
DRY: remove meaningful duplicated business logic, API normalization, query construction, or UI state handling. Do not extract tiny one-off code if it makes call flow harder to follow.
SOLID, pragmatically: apply dependency direction and single-responsibility thinking, but do not introduce class-heavy architecture just to satisfy a slogan.
Frontend boundaries: views and components should use typed clients from app/src/api/*; do not add raw axios calls or direct localStorage.token / localStorage.user access.
API boundaries: endpoint files should stay thin and delegate reusable logic to services/repositories/helpers without dropping required svc_ or service_ prefixes.
Tests: behavior changes need targeted tests or a documented deterministic check. API integration tests that write DB state should use with_test_db_transaction() or document why rollback is not possible.
Docs: update durable docs when behavior, commands, runtime assumptions, or contributor expectations change.

Output

Lead with findings ordered by severity. If there are no findings, say that and list any checks run plus residual risk.

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sysndd-security-bug-scan

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Use when reviewing or writing SysNDD code for security vulnerabilities or correctness bugs — authorization/role gates, SQL/expression injection, credential and secret handling, data exposure through public or MCP surfaces, resource-exhaustion/DoS from external calls, error/info leakage, and the repo's known R/Plumber footguns — especially before merging a diff or PR

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sysndd-analysis-snapshots

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sysndd-api-testing

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Use when writing, running, or fixing SysNDD R/Plumber API tests (testthat) — including database-writing tests, running a single test inside the API container, mocking external providers, or diagnosing SKIP-vs-PASS, helper-loading, or path-resolution issues

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SysNDD Code Quality

Use this skill as a focused review pass before handoff, during refactors, or when touching large or shared SysNDD files.

Review Workflow

Inspect the diff and the nearby implementation patterns before judging the change.

Run deterministic checks first when they are relevant: make code-quality-audit, git diff --check, targeted tests, make lint-api, make lint-app, cd app && npm run type-check, cd app && npm run type-check:strict, or the smallest useful single-test command from AGENTS.md.

Review the changed files for the quality risks below.

Report concrete findings with file and line references. Distinguish must-fix issues from optional cleanup.

Quality Checks

Modularity: each file/module should have one clear responsibility and a readable public surface. Prefer cohesive helpers, composables, services, or repository functions over adding another mode to an already broad file.

600-line soft ceiling: flag handwritten source files that exceed or approach 600 lines when the change makes them larger. make code-quality-audit enforces the deterministic ratchet: new oversized files fail, and baseline oversized files may not grow. Tests, migrations, fixtures, generated files, and tightly coupled implementations may exceed the ceiling when splitting would reduce clarity.

KISS: prefer direct, local solutions that match existing patterns. Push back on speculative abstractions, new dependencies, clever generic utilities, and cross-layer shortcuts.

DRY: remove meaningful duplicated business logic, API normalization, query construction, or UI state handling. Do not extract tiny one-off code if it makes call flow harder to follow.

SOLID, pragmatically: apply dependency direction and single-responsibility thinking, but do not introduce class-heavy architecture just to satisfy a slogan.

Frontend boundaries: views and components should use typed clients from app/src/api/*; do not add raw axios calls or direct localStorage.token / localStorage.user access.

API boundaries: endpoint files should stay thin and delegate reusable logic to services/repositories/helpers without dropping required svc_ or service_ prefixes.

Tests: behavior changes need targeted tests or a documented deterministic check. API integration tests that write DB state should use with_test_db_transaction() or document why rollback is not possible.

Docs: update durable docs when behavior, commands, runtime assumptions, or contributor expectations change.

Output

Lead with findings ordered by severity. If there are no findings, say that and list any checks run plus residual risk.

name	sysndd-code-quality
description	Use when reviewing or changing SysNDD code for maintainability, modularity, file size, duplication, simplicity, typed boundaries, tests, or architecture quality before handoff