feat: refactor model selection to use developer tiers
- Replaced raw model aliases with developer tiers (junior, medior, senior, qa) in dispatch and model selection logic. - Updated `dispatchTask` to resolve models based on tiers and plugin configuration. - Modified `selectModel` to return tier names instead of model aliases based on task description. - Implemented migration logic for transitioning from old model aliases to new tier names in worker state. - Added setup logic for agent creation and model configuration in `setup.ts`. - Created shared templates for workspace files and instructions for DEV/QA workers. - Enhanced project registration to scaffold role files based on developer tiers. - Updated task management tools to reflect changes in model selection and tier assignment. - Introduced a new `devclaw_setup` tool for agent-driven setup and configuration. - Updated plugin configuration schema to support model mapping per developer tier.
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@@ -1,11 +1,11 @@
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/**
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* Model selection for dev/qa tasks.
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* MVP: Simple heuristic-based selection. LLM-based analysis can be added later.
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* Keyword heuristic fallback — used when the orchestrator doesn't specify a tier.
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* Returns tier names (junior, medior, senior, qa) instead of model aliases.
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*/
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export type ModelRecommendation = {
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model: string;
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alias: string;
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tier: string;
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reason: string;
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};
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@@ -39,13 +39,13 @@ const COMPLEX_KEYWORDS = [
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];
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/**
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* Select appropriate model based on task description.
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* Select appropriate developer tier based on task description.
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*
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* Model tiers:
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* - haiku: very simple (typos, single-file fixes, CSS tweaks)
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* - grok: default QA (code inspection, validation, test runs)
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* - sonnet: default DEV (features, bug fixes, multi-file changes)
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* - opus: deep/architectural (system-wide refactoring, novel design)
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* Developer tiers:
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* - junior: very simple (typos, single-file fixes, CSS tweaks)
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* - medior: standard DEV (features, bug fixes, multi-file changes)
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* - senior: deep/architectural (system-wide refactoring, novel design)
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* - qa: all QA tasks (code inspection, validation, test runs)
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*/
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export function selectModel(
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issueTitle: string,
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@@ -54,9 +54,8 @@ export function selectModel(
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): ModelRecommendation {
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if (role === "qa") {
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return {
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model: "github-copilot/grok-code-fast-1",
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alias: "grok",
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reason: "Default QA model for code inspection and validation",
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tier: "qa",
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reason: "Default QA tier for code inspection and validation",
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};
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}
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@@ -67,8 +66,7 @@ export function selectModel(
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const isSimple = SIMPLE_KEYWORDS.some((kw) => text.includes(kw));
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if (isSimple && wordCount < 100) {
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return {
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model: "anthropic/claude-haiku-4-5",
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alias: "haiku",
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tier: "junior",
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reason: `Simple task detected (keywords: ${SIMPLE_KEYWORDS.filter((kw) => text.includes(kw)).join(", ")})`,
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};
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}
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@@ -77,16 +75,14 @@ export function selectModel(
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const isComplex = COMPLEX_KEYWORDS.some((kw) => text.includes(kw));
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if (isComplex || wordCount > 500) {
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return {
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model: "anthropic/claude-opus-4-5",
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alias: "opus",
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tier: "senior",
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reason: `Complex task detected (${isComplex ? "keywords: " + COMPLEX_KEYWORDS.filter((kw) => text.includes(kw)).join(", ") : "long description"})`,
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};
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}
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// Default: sonnet for standard dev work
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// Default: medior for standard dev work
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return {
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model: "anthropic/claude-sonnet-4-5",
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alias: "sonnet",
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tier: "medior",
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reason: "Standard dev task — multi-file changes, features, bug fixes",
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};
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}
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