Files
devclaw-gitea/lib/setup/smart-model-selector.ts
Lauren ten Hoor 0e24a68882 refactor: migrate role handling from tiers to roles module
- Removed the deprecated tiers.ts file and migrated all related functionality to roles/index.js.
- Updated tests and tools to reflect the new role structure, replacing references to "dev", "qa", and "architect" with "developer", "tester", and "architect".
- Adjusted workflow configurations and state management to accommodate the new role naming conventions.
- Enhanced project registration and health check tools to support dynamic role handling.
- Updated task creation, update, and completion processes to align with the new role definitions.
- Improved documentation and comments to clarify role responsibilities and usage.
2026-02-15 18:32:10 +08:00

108 lines
3.3 KiB
TypeScript

/**
* smart-model-selector.ts — LLM-powered model selection for DevClaw roles.
*
* Uses an LLM to intelligently analyze and assign models to DevClaw roles.
*/
export type ModelAssignment = {
developer: {
junior: string;
medior: string;
senior: string;
};
tester: {
junior: string;
medior: string;
senior: string;
};
architect: {
junior: string;
senior: string;
};
};
/**
* Intelligently assign available models to DevClaw roles using an LLM.
*
* Strategy:
* 1. If 0 models → return null (setup should be blocked)
* 2. If 1 model → assign it to all roles
* 3. If multiple models → use LLM to intelligently assign
*/
export async function assignModels(
availableModels: Array<{ model: string; provider: string; authenticated: boolean }>,
sessionKey?: string,
): Promise<ModelAssignment | null> {
// Filter to only authenticated models
const authenticated = availableModels.filter((m) => m.authenticated);
if (authenticated.length === 0) {
return null; // No models available - setup should be blocked
}
// If only one model, use it for everything
if (authenticated.length === 1) {
const model = authenticated[0].model;
return {
developer: { junior: model, medior: model, senior: model },
tester: { junior: model, medior: model, senior: model },
architect: { junior: model, senior: model },
};
}
// Multiple models: use LLM-based selection
const { selectModelsWithLLM } = await import("./llm-model-selector.js");
const llmResult = await selectModelsWithLLM(authenticated, sessionKey);
if (!llmResult) {
throw new Error("LLM-based model selection failed. Please try again or configure models manually.");
}
return llmResult;
}
/**
* Format model assignment as a readable table.
*/
export function formatAssignment(assignment: ModelAssignment): string {
const lines = [
"| Role | Level | Model |",
"|-----------|----------|--------------------------|",
`| DEVELOPER | senior | ${assignment.developer.senior.padEnd(24)} |`,
`| DEVELOPER | medior | ${assignment.developer.medior.padEnd(24)} |`,
`| DEVELOPER | junior | ${assignment.developer.junior.padEnd(24)} |`,
`| TESTER | senior | ${assignment.tester.senior.padEnd(24)} |`,
`| TESTER | medior | ${assignment.tester.medior.padEnd(24)} |`,
`| TESTER | junior | ${assignment.tester.junior.padEnd(24)} |`,
`| ARCHITECT | senior | ${assignment.architect.senior.padEnd(24)} |`,
`| ARCHITECT | junior | ${assignment.architect.junior.padEnd(24)} |`,
];
return lines.join("\n");
}
/**
* Generate setup instructions when no models are available.
*/
export function generateSetupInstructions(): string {
return `❌ No authenticated models found. DevClaw needs at least one model to work.
To configure model authentication:
**For Anthropic Claude:**
export ANTHROPIC_API_KEY=your-api-key
# or: openclaw auth add --provider anthropic
**For OpenAI:**
export OPENAI_API_KEY=your-api-key
# or: openclaw auth add --provider openai
**For other providers:**
openclaw auth add --provider <provider>
**Verify authentication:**
openclaw models list
(Look for "Auth: yes" in the output)
Once you see authenticated models, re-run: onboard`;
}