(llm-first): context budget, validation, and eval harness, orchestration general-prompt
This commit is contained in:
106
tools/eval/README.md
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106
tools/eval/README.md
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# Eval Harness — Rule 6
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Fixture-based regression tests for generated artifacts.
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## Why this exists
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> "Evals are the test suite for your prompts. You would never ship code without tests;
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> don't ship prompts without evals." — Anthropic Engineering
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The validation gate (`tools/validate-generation.mjs`) checks **existence** and **structural compliance**.
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The eval harness checks **semantic correctness**: are the right patterns present in the generated code?
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Do the generated files actually follow the rules in `prompts/`?
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Together they enforce:
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- Gate: "file exists, field names present, auth seams wired"
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- Evals: "DTO has class-validator decorators, FK uses ReferenceInput, date uses DateInput, guard is present"
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## Usage
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```bash
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# Run all evals
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npm run eval:generation
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# Run evals for one entity
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node tools/eval/run-evals.mjs --entity equipment
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# Verbose output (show each file being checked)
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node tools/eval/run-evals.mjs --verbose
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```
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## Fixture format
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Each fixture lives in `tools/eval/fixtures/<entity>/`:
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```
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fixtures/
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equipment/
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meta.json ← what this fixture tests
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backend.assertions.json ← patterns the NestJS files must satisfy
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frontend.assertions.json ← patterns the React Admin files must satisfy
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repair-order/
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meta.json
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backend.assertions.json
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frontend.assertions.json
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```
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### `meta.json`
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```json
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{
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"entity": "Equipment",
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"kebab": "equipment",
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"resource": "equipment",
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"description": "...",
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"tests": ["dto-decorator-coverage", "auth-guards", ...]
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}
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```
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### `*.assertions.json`
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Each file entry supports:
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| Key | Type | Meaning |
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|-----|------|---------|
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| `path` | string | Relative path from repo root |
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| `must_contain` | string[] | Each string must appear as a literal substring |
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| `must_not_contain` | string[] | Each string must NOT appear |
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| `must_match_regex` | string[] | Each pattern must match (multiline dot-all) |
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| `must_not_match_regex` | string[] | Each pattern must NOT match |
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| `comment` | string | Human-readable explanation of what is being tested |
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## Eval-driven development workflow
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This is the critical principle from Anthropic and Google:
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1. **Write the failing eval first.** When you change a prompt or add a rule, add an
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assertion that captures the new expectation *before* re-generating.
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2. **Run evals**: `npm run eval:generation` → see failures.
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3. **Re-generate** the affected entity (following the generation workflow in `AGENTS.md`).
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4. **Run evals again**: all pass → the change is verified.
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5. **Commit both** the updated fixture and the regenerated artifacts together.
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A passing eval after a prompt change confirms the LLM followed the new rule.
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A failing eval before a prompt change tells you exactly which prior contract was broken.
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## Adding a new entity fixture
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When adding a new entity to `domain/toir.api.dsl` and generating its backend + frontend:
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1. Create `tools/eval/fixtures/<kebab>/meta.json`
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2. Create `tools/eval/fixtures/<kebab>/backend.assertions.json` with at minimum:
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- controller: `@Controller(...)`, `@UseGuards(`, `JwtAuthGuard`, HTTP methods
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- create_dto: `from 'class-validator'`, required fields with `!:`, `@IsString(`, `@IsOptional(`
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- update_dto: `from 'class-validator'`, fields with `?:`, `@IsOptional(`
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3. Create `tools/eval/fixtures/<kebab>/frontend.assertions.json` with at minimum:
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- create: `ReferenceInput` for FK fields, `NumberInput` for numeric, `DateInput` for date, `SelectInput` for enum
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- show: `ReferenceField` for FK fields, `DateField` for date
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4. Run `npm run eval:generation` to verify the fixture catches real issues.
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## Integration with git hooks
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The pre-commit hook (installed by `npm run install-hooks`) runs both:
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1. `node tools/validate-generation.mjs --artifacts-only` — existence gate
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2. `npm run eval:generation` — semantic eval gate
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Both must pass before a commit is accepted.
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79
tools/eval/fixtures/equipment/backend.assertions.json
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79
tools/eval/fixtures/equipment/backend.assertions.json
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{
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"entity": "Equipment",
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"files": {
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"controller": {
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"path": "server/src/modules/equipment/equipment.controller.ts",
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"must_contain": [
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"@Controller('equipments')",
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"@UseGuards(",
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"JwtAuthGuard",
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"@Get()",
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"@Post()",
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"@Get(':id')",
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"@Patch(':id')",
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"@Delete(':id')"
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],
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"must_not_contain": [
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"@Put(':id')",
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"@Post(':id')"
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],
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"must_match_regex": [
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"@Delete\\(':id'\\)[\\s\\S]{0,80}@Roles\\('admin'\\)|@Roles\\('admin'\\)[\\s\\S]{0,80}@Delete\\(':id'\\)"
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],
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"comment": "Equipment controller must expose the CRUD verbs expected by the DSL-compatible React Admin contract."
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},
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"service": {
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"path": "server/src/modules/equipment/equipment.service.ts",
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"must_contain": [
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"setListHeaders(response",
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"_start",
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"_end",
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"_sort",
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"_order"
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],
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"must_match_regex": [
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"mode.*insensitive|insensitive.*mode",
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"status.*in\\b|\\bin\\b.*status"
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],
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"comment": "Service must translate React Admin list params into Prisma filters and delegate header wiring through the shared helper."
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},
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"create_dto": {
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"path": "server/src/modules/equipment/dto/create-equipment.dto.ts",
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"must_contain": [
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"from 'class-validator'",
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"inventoryNumber!:",
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"name!:",
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"equipmentType!:",
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"periodicityTO!:",
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"status!:",
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"@IsString(",
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"@IsOptional(",
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"@IsEnum("
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],
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"must_not_contain": [
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"id?:",
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"id!:"
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],
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"comment": "Required fields use '!' suffix; optional fields use '?' with @IsOptional(); enum fields use @IsEnum(); class-validator must be imported."
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},
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"update_dto": {
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"path": "server/src/modules/equipment/dto/update-equipment.dto.ts",
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"must_contain": [
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"from 'class-validator'",
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"inventoryNumber?:",
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"name?:",
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"equipmentType?:",
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"status?:",
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"@IsOptional(",
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"@IsString(",
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"@IsEnum("
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],
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"must_not_contain": [
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"inventoryNumber!:",
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"name!:",
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"status!:"
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],
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"comment": "Update DTO: all fields are optional ('?' suffix with @IsOptional())."
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}
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}
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}
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57
tools/eval/fixtures/equipment/frontend.assertions.json
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57
tools/eval/fixtures/equipment/frontend.assertions.json
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{
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"entity": "Equipment",
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"resource": "equipment",
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"files": {
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"list": {
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"path": "client/src/resources/equipment/EquipmentList.tsx",
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"must_contain": [
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"List",
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"FilterButton",
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"TextField",
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"inventoryNumber"
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],
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"must_match_regex": [
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"SelectArrayInput",
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"source=\"status\""
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],
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"comment": "Equipment list must expose filter UI directly and keep enum filters."
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},
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"create": {
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"path": "client/src/resources/equipment/EquipmentCreate.tsx",
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"must_contain": [
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"Create",
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"SimpleForm",
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"SelectInput"
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],
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"must_match_regex": [
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"NumberInput[\\s\\S]{0,300}source=\"totalEngineHours\"|source=\"totalEngineHours\"[\\s\\S]{0,300}NumberInput",
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"DateInput[\\s\\S]{0,300}source=\"dateOfInspection\"|source=\"dateOfInspection\"[\\s\\S]{0,300}DateInput",
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"SelectInput[\\s\\S]{0,300}source=\"status\"|source=\"status\"[\\s\\S]{0,300}SelectInput"
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],
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"comment": "Equipment create form must keep type-correct inputs for enum, date, and decimal/number fields."
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},
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"edit": {
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"path": "client/src/resources/equipment/EquipmentEdit.tsx",
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"must_contain": [
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"Edit",
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"SimpleForm",
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"SelectInput"
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],
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"must_match_regex": [
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"NumberInput[\\s\\S]{0,300}source=\"totalEngineHours\"|source=\"totalEngineHours\"[\\s\\S]{0,300}NumberInput",
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"DateInput[\\s\\S]{0,300}source=\"dateOfInspection\"|source=\"dateOfInspection\"[\\s\\S]{0,300}DateInput"
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],
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"comment": "Equipment edit form must keep the same type-correctness guarantees as create."
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},
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"show": {
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"path": "client/src/resources/equipment/EquipmentShow.tsx",
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"must_contain": [
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"Show",
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"SimpleShowLayout",
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"TextField",
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"inventoryNumber"
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],
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"comment": "Show must display key fields including inventoryNumber."
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}
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}
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}
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15
tools/eval/fixtures/equipment/meta.json
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15
tools/eval/fixtures/equipment/meta.json
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{
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"entity": "Equipment",
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"kebab": "equipment",
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"resource": "equipment",
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"description": "Standard entity: UUID primary key, multiple enum fields, decimal fields, date fields, no FK reference to other entities",
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"tests": [
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"dto-decorator-coverage",
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"auth-guards-per-http-method",
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"content-range-header-pattern",
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"enum-filter-in-operator",
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"q-filter-contains-pattern",
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"react-admin-component-types",
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"class-validator-import"
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]
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}
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62
tools/eval/fixtures/repair-order/backend.assertions.json
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62
tools/eval/fixtures/repair-order/backend.assertions.json
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{
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"entity": "CategoryResource",
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"files": {
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"controller": {
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"path": "server/src/modules/category-resource/category-resource.controller.ts",
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"must_contain": [
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"@Controller('category-resources')",
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"@UseGuards(",
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"JwtAuthGuard",
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"@Get()",
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"@Post()",
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"@Get(':id')",
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"@Patch(':id')",
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"@Delete(':id')"
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],
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"must_not_contain": [
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"@Put(':id')"
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],
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"must_match_regex": [
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"@Delete\\(':id'\\)[\\s\\S]{0,120}@Roles\\('admin'\\)|@Roles\\('admin'\\)[\\s\\S]{0,120}@Delete\\(':id'\\)"
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]
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},
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"service": {
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"path": "server/src/modules/category-resource/category-resource.service.ts",
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"must_contain": [
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"setListHeaders",
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"_start",
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"_end",
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"partId",
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"employeeCode"
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],
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"must_match_regex": [
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"part:\\s*\\{\\s*is:\\s*\\{\\s*name",
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"employee:\\s*\\{\\s*is:\\s*\\{\\s*fullName"
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]
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},
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"create_dto": {
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"path": "server/src/modules/category-resource/dto/create-category-resource.dto.ts",
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"must_contain": [
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"from 'class-validator'",
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"partId?:",
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"employeeCode?:",
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"@IsUUID(",
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"@IsString(",
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"@IsOptional("
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],
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"must_not_contain": [
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"id?:",
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"id!:"
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]
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},
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"update_dto": {
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"path": "server/src/modules/category-resource/dto/update-category-resource.dto.ts",
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"must_contain": [
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"from 'class-validator'",
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"@IsOptional(",
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"partId?:",
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"employeeCode?:"
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]
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}
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}
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}
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53
tools/eval/fixtures/repair-order/frontend.assertions.json
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53
tools/eval/fixtures/repair-order/frontend.assertions.json
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{
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"entity": "CategoryResource",
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"resource": "category-resources",
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"files": {
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"list": {
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"path": "client/src/resources/category-resource/CategoryResourceList.tsx",
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"must_contain": [
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"List",
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"FilterButton",
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"ReferenceField"
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],
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"must_match_regex": [
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"ReferenceField[\\s\\S]{0,200}reference=\"parts\"|reference=\"parts\"[\\s\\S]{0,200}ReferenceField",
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"ReferenceField[\\s\\S]{0,200}reference=\"employees\"|reference=\"employees\"[\\s\\S]{0,200}ReferenceField"
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]
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},
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"create": {
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"path": "client/src/resources/category-resource/CategoryResourceCreate.tsx",
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"must_contain": [
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"Create",
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"SimpleForm"
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],
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"must_match_regex": [
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"ReferenceInput[\\s\\S]{0,200}reference=\"parts\"|reference=\"parts\"[\\s\\S]{0,200}ReferenceInput",
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"ReferenceInput[\\s\\S]{0,200}reference=\"employees\"|reference=\"employees\"[\\s\\S]{0,200}ReferenceInput",
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"AutocompleteInput[\\s\\S]{0,200}filterToQuery|filterToQuery[\\s\\S]{0,200}AutocompleteInput"
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]
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},
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"edit": {
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"path": "client/src/resources/category-resource/CategoryResourceEdit.tsx",
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"must_contain": [
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"Edit",
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"SimpleForm"
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],
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"must_match_regex": [
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"ReferenceInput[\\s\\S]{0,200}reference=\"parts\"|reference=\"parts\"[\\s\\S]{0,200}ReferenceInput",
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"ReferenceInput[\\s\\S]{0,200}reference=\"employees\"|reference=\"employees\"[\\s\\S]{0,200}ReferenceInput"
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]
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},
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"show": {
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"path": "client/src/resources/category-resource/CategoryResourceShow.tsx",
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"must_contain": [
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"Show",
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"SimpleShowLayout",
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"ReferenceField"
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],
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"must_match_regex": [
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"ReferenceField[\\s\\S]{0,200}reference=\"parts\"|reference=\"parts\"[\\s\\S]{0,200}ReferenceField",
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"ReferenceField[\\s\\S]{0,200}reference=\"employees\"|reference=\"employees\"[\\s\\S]{0,200}ReferenceField"
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]
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}
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}
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}
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13
tools/eval/fixtures/repair-order/meta.json
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13
tools/eval/fixtures/repair-order/meta.json
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{
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"entity": "CategoryResource",
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"kebab": "category-resource",
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"resource": "category-resources",
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"description": "Current FK-heavy entity: UUID PK with references to Part and Employee. Tests reference wiring, autocomplete filters, and protected CRUD routes.",
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"tests": [
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"dto-decorator-coverage",
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"auth-guards",
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"fk-reference-input",
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"fk-reference-field",
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"content-range-header"
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]
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}
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184
tools/eval/run-evals.mjs
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184
tools/eval/run-evals.mjs
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#!/usr/bin/env node
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/**
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* tools/eval/run-evals.mjs
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*
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* Rule 6 — Eval harness: fixture-based regression tests for generated artifacts.
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*
|
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* Philosophy:
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* - Evals are the test suite for prompts. Never ship a prompt change without
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* running evals first.
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* - Use deterministic pattern/regex checks ("reference-free" grading) rather
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* than golden snapshot comparison. Patterns are maintainable; snapshots are
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* brittle.
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* - Eval-driven development: write a failing eval FIRST, then update the prompt
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* or re-generate to make it pass.
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*
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* Usage:
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* node tools/eval/run-evals.mjs # run all fixtures
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* node tools/eval/run-evals.mjs --entity equipment
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* node tools/eval/run-evals.mjs --verbose
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*/
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import { existsSync, readFileSync, readdirSync } from 'node:fs';
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import path from 'node:path';
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import { fileURLToPath } from 'node:url';
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const __dirname = path.dirname(fileURLToPath(import.meta.url));
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const rootDir = path.resolve(__dirname, '../..');
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const fixturesDir = path.join(__dirname, 'fixtures');
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const args = new Set(process.argv.slice(2));
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const verbose = args.has('--verbose') || args.has('-v');
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const entityFilter = (() => {
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const idx = process.argv.indexOf('--entity');
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return idx !== -1 ? process.argv[idx + 1] : null;
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})();
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||||
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// ---------------------------------------------------------------------------
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// Assertion engine
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||||
// ---------------------------------------------------------------------------
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||||
|
||||
let totalChecks = 0;
|
||||
let totalFailures = 0;
|
||||
const failures = [];
|
||||
|
||||
function readArtifact(relativePath) {
|
||||
const filePath = path.join(rootDir, relativePath);
|
||||
if (!existsSync(filePath)) return null;
|
||||
return readFileSync(filePath, 'utf8');
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||||
}
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||||
|
||||
function runFileAssertions(filePath, fileSpec, entityLabel) {
|
||||
const content = readArtifact(filePath);
|
||||
|
||||
if (content === null) {
|
||||
totalChecks++;
|
||||
totalFailures++;
|
||||
failures.push({ entity: entityLabel, file: filePath, check: 'file-exists', result: 'FAIL', detail: `File not found: ${filePath}` });
|
||||
return;
|
||||
}
|
||||
|
||||
if (verbose) {
|
||||
console.log(` [${entityLabel}] Checking ${filePath}`);
|
||||
}
|
||||
|
||||
for (const expected of fileSpec.must_contain ?? []) {
|
||||
totalChecks++;
|
||||
if (!content.includes(expected)) {
|
||||
totalFailures++;
|
||||
failures.push({ entity: entityLabel, file: filePath, check: 'must_contain', result: 'FAIL', detail: `Missing: ${expected}` });
|
||||
}
|
||||
}
|
||||
|
||||
for (const forbidden of fileSpec.must_not_contain ?? []) {
|
||||
totalChecks++;
|
||||
if (content.includes(forbidden)) {
|
||||
totalFailures++;
|
||||
failures.push({ entity: entityLabel, file: filePath, check: 'must_not_contain', result: 'FAIL', detail: `Forbidden pattern found: ${forbidden}` });
|
||||
}
|
||||
}
|
||||
|
||||
for (const patternStr of fileSpec.must_match_regex ?? []) {
|
||||
totalChecks++;
|
||||
try {
|
||||
const re = new RegExp(patternStr);
|
||||
if (!re.test(content)) {
|
||||
totalFailures++;
|
||||
failures.push({ entity: entityLabel, file: filePath, check: 'must_match_regex', result: 'FAIL', detail: `Regex not matched: ${patternStr}` });
|
||||
}
|
||||
} catch (e) {
|
||||
totalFailures++;
|
||||
failures.push({ entity: entityLabel, file: filePath, check: 'must_match_regex', result: 'ERROR', detail: `Bad regex: ${patternStr} — ${e.message}` });
|
||||
}
|
||||
}
|
||||
|
||||
for (const patternStr of fileSpec.must_not_match_regex ?? []) {
|
||||
totalChecks++;
|
||||
try {
|
||||
const re = new RegExp(patternStr);
|
||||
if (re.test(content)) {
|
||||
totalFailures++;
|
||||
failures.push({ entity: entityLabel, file: filePath, check: 'must_not_match_regex', result: 'FAIL', detail: `Forbidden regex matched: ${patternStr}` });
|
||||
}
|
||||
} catch (e) {
|
||||
totalFailures++;
|
||||
failures.push({ entity: entityLabel, file: filePath, check: 'must_not_match_regex', result: 'ERROR', detail: `Bad regex: ${patternStr} — ${e.message}` });
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
function runFixture(fixtureDir) {
|
||||
const metaPath = path.join(fixtureDir, 'meta.json');
|
||||
if (!existsSync(metaPath)) return;
|
||||
|
||||
const meta = JSON.parse(readFileSync(metaPath, 'utf8'));
|
||||
const { entity, kebab } = meta;
|
||||
|
||||
if (entityFilter && kebab !== entityFilter && entity.toLowerCase() !== entityFilter.toLowerCase()) {
|
||||
return;
|
||||
}
|
||||
|
||||
if (verbose) {
|
||||
console.log(`\n[EVAL] ${entity} — ${meta.description ?? ''}`);
|
||||
}
|
||||
|
||||
const backendPath = path.join(fixtureDir, 'backend.assertions.json');
|
||||
if (existsSync(backendPath)) {
|
||||
const spec = JSON.parse(readFileSync(backendPath, 'utf8'));
|
||||
for (const [key, fileSpec] of Object.entries(spec.files ?? {})) {
|
||||
runFileAssertions(fileSpec.path, fileSpec, `${entity}/${key}`);
|
||||
}
|
||||
}
|
||||
|
||||
const frontendPath = path.join(fixtureDir, 'frontend.assertions.json');
|
||||
if (existsSync(frontendPath)) {
|
||||
const spec = JSON.parse(readFileSync(frontendPath, 'utf8'));
|
||||
for (const [key, fileSpec] of Object.entries(spec.files ?? {})) {
|
||||
runFileAssertions(fileSpec.path, fileSpec, `${entity}/${key}`);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// ---------------------------------------------------------------------------
|
||||
// Main
|
||||
// ---------------------------------------------------------------------------
|
||||
|
||||
const fixtureDirs = readdirSync(fixturesDir, { withFileTypes: true })
|
||||
.filter((d) => d.isDirectory())
|
||||
.map((d) => path.join(fixturesDir, d.name));
|
||||
|
||||
for (const dir of fixtureDirs) {
|
||||
runFixture(dir);
|
||||
}
|
||||
|
||||
// ---------------------------------------------------------------------------
|
||||
// Report
|
||||
// ---------------------------------------------------------------------------
|
||||
|
||||
console.log('');
|
||||
console.log('══════════════════════════════════════════════');
|
||||
console.log(' KIS-TOiR Eval Report');
|
||||
console.log('══════════════════════════════════════════════');
|
||||
console.log(` Fixtures: ${fixtureDirs.length}`);
|
||||
console.log(` Checks: ${totalChecks}`);
|
||||
console.log(` Passed: ${totalChecks - totalFailures}`);
|
||||
console.log(` Failed: ${totalFailures}`);
|
||||
console.log('══════════════════════════════════════════════');
|
||||
|
||||
if (failures.length > 0) {
|
||||
console.log('');
|
||||
console.log('Failures:');
|
||||
for (const f of failures) {
|
||||
console.log(` [${f.result}] ${f.entity} — ${f.file}`);
|
||||
console.log(` ${f.check}: ${f.detail}`);
|
||||
}
|
||||
console.log('');
|
||||
console.log('To fix: update the prompt or re-generate the failing entity, then re-run evals.');
|
||||
console.log('To update a fixture (intentional change): edit tools/eval/fixtures/<entity>/*.assertions.json');
|
||||
console.log('');
|
||||
process.exit(1);
|
||||
}
|
||||
|
||||
console.log('');
|
||||
console.log('All evals passed.');
|
||||
console.log('');
|
||||
Reference in New Issue
Block a user