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report generation for ArtemisKit LLM evaluation toolkit","maintainers":[{"name":"btsowa","email":"tsowababangida@gmail.com"}],"readme":"# @artemiskit/reports\n\nHTML report generation for ArtemisKit LLM evaluation toolkit.\n\n## Installation\n\n```bash\nnpm install @artemiskit/reports\n# or\nbun add @artemiskit/reports\n```\n\n## Overview\n\nThis package generates interactive HTML reports from ArtemisKit test runs:\n\n- **Run Reports** - Scenario evaluation results with pass/fail status\n- **Red Team Reports** - Security test results with vulnerability scoring\n- **Stress Test Reports** - Load test metrics with latency percentiles\n\n## Usage\n\nMost users should use the [`@artemiskit/cli`](https://www.npmjs.com/package/@artemiskit/cli) which automatically generates reports. This package is for programmatic report generation.\n\n```typescript\nimport { generateHTMLReport } from '@artemiskit/reports';\nimport type { RunManifest } from '@artemiskit/core';\n\n// Generate report from a manifest\nconst manifest: RunManifest = { /* ... */ };\nconst html = await generateHTMLReport(manifest);\n\n// Write to file\nawait writeFile('report.html', html);\n```\n\n## Workflow assessments\n\nMilestone 0.6.4 adds offline HTML and Markdown assessments from saved workflow records. Legacy\nprompt-response report functions keep their existing contract.\n\n```ts\nimport {\n  createWorkflowReport, generateWorkflowReport,\n  renderWorkflowReportHTML, renderWorkflowReportMarkdown,\n} from '@artemiskit/reports';\n\nconst model = createWorkflowReport(savedRecords);\nconst html = renderWorkflowReportHTML(model, { view: 'technical' });\nconst markdown = renderWorkflowReportMarkdown(model, { view: 'executive' });\nconst complete = generateWorkflowReport(savedRecords); // comprehensive HTML by default\n```\n\nInputs are saved V1/V2/V3 records or JSON strings, singly or as an array (maximum 50 records / 8 MiB).\nMalformed, private and unsupported evidence is refused. The canonical model includes scope,\nmethodology, valid/invalid coverage, findings/actions, target/judge usage, recovery limits and stable\nJSON-pointer/digest references. All views disclose uncertainty. Digests identify evidence; they\nare not authenticity signatures or certification. See the [guide](../../docs/workflow-reports.md).\n\n## Report Types\n\n### Run Reports\n\nGenerated from scenario evaluation results:\n\n```typescript\nimport { generateHTMLReport } from '@artemiskit/reports';\n\nconst html = await generateHTMLReport(runManifest);\n```\n\nFeatures:\n- Pass/fail status for each test case\n- Latency metrics\n- Token usage\n- Redaction indicators (when enabled)\n- Expandable prompt/response details\n\n### Red Team Reports\n\nGenerated from security test results:\n\n```typescript\nimport { generateRedTeamHTMLReport } from '@artemiskit/reports';\n\nconst html = await generateRedTeamHTMLReport(redteamManifest);\n```\n\nFeatures:\n- Vulnerability categories (injection, jailbreak, extraction, etc.)\n- Severity ratings\n- Defense success rate\n- Attack mutation details\n\n### Stress Test Reports\n\nGenerated from load test results:\n\n```typescript\nimport { generateStressHTMLReport } from '@artemiskit/reports';\n\nconst html = await generateStressHTMLReport(stressManifest);\n```\n\nFeatures:\n- Requests per second\n- Latency percentiles (p50, p90, p95, p99)\n- Success/error rates\n- Concurrent request metrics\n- Token usage tracking\n- Cost estimation\n\n### Run Comparison Reports\n\nGenerate visual diffs between two runs:\n\n```typescript\nimport { generateComparisonHTMLReport } from '@artemiskit/reports';\n\nconst html = await generateComparisonHTMLReport(baselineManifest, currentManifest);\n```\n\nFeatures:\n- Metrics overview with baseline vs current\n- Change summary (regressions, improvements, unchanged)\n- Case-by-case comparison with filtering\n- Side-by-side response comparison\n\n## Export Formats\n\nBeyond HTML, ArtemisKit supports additional export formats:\n\n- **JUnit XML** - CI/CD integration with Jenkins, GitHub Actions, GitLab CI\n- **Markdown** - Compliance-ready documentation\n\n```bash\n# JUnit XML export\nakit run scenarios/ --export junit\n\n# Markdown export\nakit run scenarios/ --export markdown\n```\n\n## Regenerating Reports\n\nReports can be regenerated from saved manifests:\n\n```bash\nartemiskit report artemis-runs/my-project/abc123.json\n```\n\n## Related Packages\n\n- [`@artemiskit/cli`](https://www.npmjs.com/package/@artemiskit/cli) - Command-line interface\n- [`@artemiskit/core`](https://www.npmjs.com/package/@artemiskit/core) - Core runtime and evaluators\n- [`@artemiskit/redteam`](https://www.npmjs.com/package/@artemiskit/redteam) - Security testing\n\n## License\n\nApache-2.0\n","readmeFilename":"README.md"}