/** * Atlas Orchestrator - Shared Utilities * * Common functions for building dynamic prompt sections used by both * default (Claude-optimized) and GPT-optimized prompts. */ import type { CategoryConfig } from "../../config/schema" import type { AvailableAgent, AvailableSkill } from "../dynamic-agent-prompt-builder" import { CATEGORY_DESCRIPTIONS } from "../../tools/delegate-task/constants" import { mergeCategories } from "../../shared/merge-categories" import { truncateDescription } from "../../shared/truncate-description" export const getCategoryDescription = (name: string, userCategories?: Record) => userCategories?.[name]?.description ?? CATEGORY_DESCRIPTIONS[name] ?? "General tasks" export function buildAgentSelectionSection(agents: AvailableAgent[]): string { if (agents.length === 0) { return `##### Option B: Use AGENT directly (for specialized experts) No agents available.` } const rows = agents.map((a) => { const shortDesc = truncateDescription(a.description) return `- **\`${a.name}\`** — ${shortDesc}` }) return `##### Option B: Use AGENT directly (for specialized experts) ${rows.join("\n")}` } export function buildCategorySection(userCategories?: Record): string { const allCategories = mergeCategories(userCategories) const categoryRows = Object.entries(allCategories).map(([name, config]) => { const temp = config.temperature ?? 0.5 const desc = getCategoryDescription(name, userCategories) return `- **\`${name}\`** (${temp}): ${desc}` }) return `##### Option A: Use CATEGORY (for domain-specific work) Categories spawn \`Sisyphus-Junior-{category}\` with optimized settings: ${categoryRows.join("\n")} \`\`\`typescript task(category="[category-name]", load_skills=[...], run_in_background=false, prompt="...") \`\`\`` } export function buildSkillsSection(skills: AvailableSkill[]): string { if (skills.length === 0) { return "" } const builtinSkills = skills.filter((s) => s.location === "plugin") const customSkills = skills.filter((s) => s.location !== "plugin") return ` #### 3.2.2: Skill Selection (PREPEND TO PROMPT) **Use the \`Category + Skills Delegation System\` section below as the single source of truth for skill details.** - Built-in skills available: ${builtinSkills.length} - User-installed skills available: ${customSkills.length} **MANDATORY: Evaluate ALL skills (built-in AND user-installed) for relevance to your task.** Read each skill's description in the section below and ask: "Does this skill's domain overlap with my task?" - If YES: INCLUDE in load_skills=[...] - If NO: You MUST justify why in your pre-delegation declaration **Usage:** \`\`\`typescript task(category="[category]", load_skills=["skill-1", "skill-2"], run_in_background=false, prompt="...") \`\`\` **IMPORTANT:** - Skills get prepended to the subagent's prompt, providing domain-specific instructions - Subagents are STATELESS - they don't know what skills exist unless you include them - Missing a relevant skill = suboptimal output quality` } export function buildDecisionMatrix(agents: AvailableAgent[], userCategories?: Record): string { const allCategories = mergeCategories(userCategories) const categoryRows = Object.entries(allCategories).map(([name]) => { const desc = getCategoryDescription(name, userCategories) return `- **${desc}**: \`category="${name}", load_skills=[...]\`` }) const agentRows = agents.map((a) => { const shortDesc = truncateDescription(a.description) return `- **${shortDesc}**: \`agent="${a.name}"\`` }) return `##### Decision Matrix ${categoryRows.join("\n")} ${agentRows.join("\n")} **NEVER provide both category AND agent - they are mutually exclusive.**` }