Files
oh-my-openagent/src/agents/dynamic-agent-prompt-builder.ts
2026-03-07 00:47:55 +09:00

456 lines
16 KiB
TypeScript

import type { AgentPromptMetadata } from "./types"
export interface AvailableAgent {
name: string
description: string
metadata: AgentPromptMetadata
}
export interface AvailableTool {
name: string
category: "lsp" | "ast" | "search" | "session" | "command" | "other"
}
export interface AvailableSkill {
name: string
description: string
location: "user" | "project" | "plugin"
}
export interface AvailableCategory {
name: string
description: string
model?: string
}
export function categorizeTools(toolNames: string[]): AvailableTool[] {
return toolNames.map((name) => {
let category: AvailableTool["category"] = "other"
if (name.startsWith("lsp_")) {
category = "lsp"
} else if (name.startsWith("ast_grep")) {
category = "ast"
} else if (name === "grep" || name === "glob") {
category = "search"
} else if (name.startsWith("session_")) {
category = "session"
} else if (name === "skill") {
category = "command"
}
return { name, category }
})
}
function formatToolsForPrompt(tools: AvailableTool[]): string {
const lspTools = tools.filter((t) => t.category === "lsp")
const astTools = tools.filter((t) => t.category === "ast")
const searchTools = tools.filter((t) => t.category === "search")
const parts: string[] = []
if (searchTools.length > 0) {
parts.push(...searchTools.map((t) => `\`${t.name}\``))
}
if (lspTools.length > 0) {
parts.push("`lsp_*`")
}
if (astTools.length > 0) {
parts.push("`ast_grep`")
}
return parts.join(", ")
}
export function buildKeyTriggersSection(agents: AvailableAgent[], _skills: AvailableSkill[] = []): string {
const keyTriggers = agents
.filter((a) => a.metadata.keyTrigger)
.map((a) => `- ${a.metadata.keyTrigger}`)
if (keyTriggers.length === 0) return ""
return `### Key Triggers (check BEFORE classification):
${keyTriggers.join("\n")}
- **"Look into" + "create PR"** → Not just research. Full implementation cycle expected.`
}
export function buildToolSelectionTable(
agents: AvailableAgent[],
tools: AvailableTool[] = [],
_skills: AvailableSkill[] = []
): string {
const rows: string[] = [
"### Tool & Agent Selection:",
"",
]
if (tools.length > 0) {
const toolsDisplay = formatToolsForPrompt(tools)
rows.push(`- ${toolsDisplay} — **FREE** — Not Complex, Scope Clear, No Implicit Assumptions`)
}
const costOrder = { FREE: 0, CHEAP: 1, EXPENSIVE: 2 }
const sortedAgents = [...agents]
.filter((a) => a.metadata.category !== "utility")
.sort((a, b) => costOrder[a.metadata.cost] - costOrder[b.metadata.cost])
for (const agent of sortedAgents) {
const shortDesc = agent.description.split(".")[0] || agent.description
rows.push(`- \`${agent.name}\` agent — **${agent.metadata.cost}** — ${shortDesc}`)
}
rows.push("")
rows.push("**Default flow**: explore/librarian (background) + tools → oracle (if required)")
return rows.join("\n")
}
export function buildExploreSection(agents: AvailableAgent[]): string {
const exploreAgent = agents.find((a) => a.name === "explore")
if (!exploreAgent) return ""
const useWhen = exploreAgent.metadata.useWhen || []
const avoidWhen = exploreAgent.metadata.avoidWhen || []
return `### Explore Agent = Contextual Grep
Use it as a **peer tool**, not a fallback. Fire liberally.
**Use Direct Tools when:**
${avoidWhen.map((w) => `- ${w}`).join("\n")}
**Use Explore Agent when:**
${useWhen.map((w) => `- ${w}`).join("\n")}`
}
export function buildLibrarianSection(agents: AvailableAgent[]): string {
const librarianAgent = agents.find((a) => a.name === "librarian")
if (!librarianAgent) return ""
const useWhen = librarianAgent.metadata.useWhen || []
return `### Librarian Agent = Reference Grep
Search **external references** (docs, OSS, web). Fire proactively when unfamiliar libraries are involved.
**Contextual Grep (Internal)** — search OUR codebase, find patterns in THIS repo, project-specific logic.
**Reference Grep (External)** — search EXTERNAL resources, official API docs, library best practices, OSS implementation examples.
**Trigger phrases** (fire librarian immediately):
${useWhen.map((w) => `- "${w}"`).join("\n")}`
}
export function buildDelegationTable(agents: AvailableAgent[]): string {
const rows: string[] = [
"### Delegation Table:",
"",
]
for (const agent of agents) {
for (const trigger of agent.metadata.triggers) {
rows.push(`- **${trigger.domain}** → \`${agent.name}\`${trigger.trigger}`)
}
}
return rows.join("\n")
}
export function buildCategorySkillsDelegationGuide(categories: AvailableCategory[], skills: AvailableSkill[]): string {
if (categories.length === 0 && skills.length === 0) return ""
const categoryRows = categories.map((c) => {
const desc = c.description || c.name
return `- \`${c.name}\`${desc}`
})
const builtinSkills = skills.filter((s) => s.location === "plugin")
const customSkills = skills.filter((s) => s.location !== "plugin")
const builtinNames = builtinSkills.map((s) => s.name).join(", ")
const customNames = customSkills.map((s) => {
const source = s.location === "project" ? "project" : "user"
return `${s.name} (${source})`
}).join(", ")
let skillsSection: string
if (customSkills.length > 0 && builtinSkills.length > 0) {
skillsSection = `#### Available Skills (via \`skill\` tool)
**Built-in**: ${builtinNames}
**⚡ YOUR SKILLS (PRIORITY)**: ${customNames}
> User-installed skills OVERRIDE built-in defaults. ALWAYS prefer YOUR SKILLS when domain matches.
> Full skill descriptions → use the \`skill\` tool to check before EVERY delegation.`
} else if (customSkills.length > 0) {
skillsSection = `#### Available Skills (via \`skill\` tool)
**⚡ YOUR SKILLS (PRIORITY)**: ${customNames}
> User-installed skills OVERRIDE built-in defaults. ALWAYS prefer YOUR SKILLS when domain matches.
> Full skill descriptions → use the \`skill\` tool to check before EVERY delegation.`
} else if (builtinSkills.length > 0) {
skillsSection = `#### Available Skills (via \`skill\` tool)
**Built-in**: ${builtinNames}
> Full skill descriptions → use the \`skill\` tool to check before EVERY delegation.`
} else {
skillsSection = ""
}
return `### Category + Skills Delegation System
**task() combines categories and skills for optimal task execution.**
#### Available Categories (Domain-Optimized Models)
Each category is configured with a model optimized for that domain. Read the description to understand when to use it.
${categoryRows.join("\n")}
${skillsSection}
---
### MANDATORY: Category + Skill Selection Protocol
**STEP 1: Select Category**
- Read each category's description
- Match task requirements to category domain
- Select the category whose domain BEST fits the task
**STEP 2: Evaluate ALL Skills**
Check the \`skill\` tool for available skills and their descriptions. For EVERY skill, ask:
> "Does this skill's expertise domain overlap with my task?"
- If YES → INCLUDE in \`load_skills=[...]\`
- If NO → OMIT (no justification needed)
${customSkills.length > 0 ? `
> **User-installed skills get PRIORITY.** When in doubt, INCLUDE rather than omit.` : ""}
---
### Delegation Pattern
\`\`\`typescript
task(
category="[selected-category]",
load_skills=["skill-1", "skill-2"], // Include ALL relevant skills — ESPECIALLY user-installed ones
prompt="..."
)
\`\`\`
**ANTI-PATTERN (will produce poor results):**
\`\`\`typescript
task(category="...", load_skills=[], run_in_background=false, prompt="...") // Empty load_skills without justification
\`\`\`
---
### Category Domain Matching (ZERO TOLERANCE)
Every delegation MUST use the category that matches the task's domain. Mismatched categories produce measurably worse output because each category runs on a model optimized for that specific domain.
**VISUAL WORK = ALWAYS \`visual-engineering\`. NO EXCEPTIONS.**
Any task involving UI, UX, CSS, styling, layout, animation, design, or frontend components MUST go to \`visual-engineering\`. Never delegate visual work to \`quick\`, \`unspecified-*\`, or any other category.
\`\`\`typescript
// CORRECT: Visual work → visual-engineering category
task(category="visual-engineering", load_skills=["frontend-ui-ux"], prompt="Redesign the sidebar layout with new spacing...")
// WRONG: Visual work in wrong category — WILL PRODUCE INFERIOR RESULTS
task(category="quick", load_skills=[], prompt="Redesign the sidebar layout with new spacing...")
\`\`\`
| Task Domain | MUST Use Category |
|---|---|
| UI, styling, animations, layout, design | \`visual-engineering\` |
| Hard logic, architecture decisions, algorithms | \`ultrabrain\` |
| Autonomous research + end-to-end implementation | \`deep\` |
| Single-file typo, trivial config change | \`quick\` |
**When in doubt about category, it is almost never \`quick\` or \`unspecified-*\`. Match the domain.**`
}
export function buildOracleSection(agents: AvailableAgent[]): string {
const oracleAgent = agents.find((a) => a.name === "oracle")
if (!oracleAgent) return ""
const useWhen = oracleAgent.metadata.useWhen || []
const avoidWhen = oracleAgent.metadata.avoidWhen || []
return `<Oracle_Usage>
## Oracle — Read-Only High-IQ Consultant
Oracle is a read-only, expensive, high-quality reasoning model for debugging and architecture. Consultation only.
### WHEN to Consult (Oracle FIRST, then implement):
${useWhen.map((w) => `- ${w}`).join("\n")}
### WHEN NOT to Consult:
${avoidWhen.map((w) => `- ${w}`).join("\n")}
### Usage Pattern:
Briefly announce "Consulting Oracle for [reason]" before invocation.
**Exception**: This is the ONLY case where you announce before acting. For all other work, start immediately without status updates.
### Oracle Background Task Policy:
**Collect Oracle results before your final answer. No exceptions.**
- Oracle takes minutes. When done with your own work: **end your response** — wait for the \`<system-reminder>\`.
- Do NOT poll \`background_output\` on a running Oracle. The notification will come.
- Never cancel Oracle.
</Oracle_Usage>`
}
export function buildHardBlocksSection(): string {
const blocks = [
"- Type error suppression (`as any`, `@ts-ignore`) — **Never**",
"- Commit without explicit request — **Never**",
"- Speculate about unread code — **Never**",
"- Leave code in broken state after failures — **Never**",
"- `background_cancel(all=true)` — **Never.** Always cancel individually by taskId.",
"- Delivering final answer before collecting Oracle result — **Never.**",
]
return `## Hard Blocks (NEVER violate)
${blocks.join("\n")}`
}
export function buildAntiPatternsSection(): string {
const patterns = [
"- **Type Safety**: `as any`, `@ts-ignore`, `@ts-expect-error`",
"- **Error Handling**: Empty catch blocks `catch(e) {}`",
"- **Testing**: Deleting failing tests to \"pass\"",
"- **Search**: Firing agents for single-line typos or obvious syntax errors",
"- **Debugging**: Shotgun debugging, random changes",
"- **Background Tasks**: Polling `background_output` on running tasks — end response and wait for notification",
"- **Oracle**: Delivering answer without collecting Oracle results",
]
return `## Anti-Patterns (BLOCKING violations)
${patterns.join("\n")}`
}
export function buildNonClaudePlannerSection(model: string): string {
const isNonClaude = !model.toLowerCase().includes('claude')
if (!isNonClaude) return ""
return `### Plan Agent Dependency (Non-Claude)
Multi-step task? **ALWAYS consult Plan Agent first.** Do NOT start implementation without a plan.
- Single-file fix or trivial change → proceed directly
- Anything else (2+ steps, unclear scope, architecture) → \`task(subagent_type="plan", ...)\` FIRST
- Use \`session_id\` to resume the same Plan Agent — ask follow-up questions aggressively
- If ANY part of the task is ambiguous, ask Plan Agent before guessing
Plan Agent returns a structured work breakdown with parallel execution opportunities. Follow it.`
}
export function buildParallelDelegationSection(model: string, categories: AvailableCategory[]): string {
const isNonClaude = !model.toLowerCase().includes('claude')
const hasDelegationCategory = categories.some(c => c.name === 'deep' || c.name === 'unspecified-high')
if (!isNonClaude || !hasDelegationCategory) return ""
return `### DECOMPOSE AND DELEGATE — YOU ARE NOT AN IMPLEMENTER
**YOUR FAILURE MODE: You attempt to do work yourself instead of decomposing and delegating.** When you implement directly, the result is measurably worse than when specialized subagents do it. Subagents have domain-specific configurations, loaded skills, and tuned prompts that you lack.
**MANDATORY — for ANY implementation task:**
1. **ALWAYS decompose** the task into independent work units. No exceptions. Even if the task "feels small", decompose it.
2. **ALWAYS delegate** EACH unit to a \`deep\` or \`unspecified-high\` agent in parallel (\`run_in_background=true\`).
3. **NEVER work sequentially.** If 4 independent units exist, spawn 4 agents simultaneously. Not 1 at a time. Not 2 then 2.
4. **NEVER implement directly** when delegation is possible. You write prompts, not code.
**YOUR PROMPT TO EACH AGENT MUST INCLUDE:**
- GOAL with explicit success criteria (what "done" looks like)
- File paths and constraints (where to work, what not to touch)
- Existing patterns to follow (reference specific files the agent should read)
- Clear scope boundary (what is IN scope, what is OUT of scope)
**Vague delegation = failed delegation.** If your prompt to the subagent is shorter than 5 lines, it is too vague.
| You Want To Do | You MUST Do Instead |
|---|---|
| Write code yourself | Delegate to \`deep\` or \`unspecified-high\` agent |
| Handle 3 changes sequentially | Spawn 3 agents in parallel |
| "Quickly fix this one thing" | Still delegate — your "quick fix" is slower and worse than a subagent's |
**Your value is orchestration, decomposition, and quality control. Delegating with crystal-clear prompts IS your work.**`
}
export function buildUltraworkSection(
agents: AvailableAgent[],
categories: AvailableCategory[],
skills: AvailableSkill[]
): string {
const lines: string[] = []
if (categories.length > 0) {
lines.push("**Categories** (for implementation tasks):")
for (const cat of categories) {
const shortDesc = cat.description || cat.name
lines.push(`- \`${cat.name}\`: ${shortDesc}`)
}
lines.push("")
}
if (skills.length > 0) {
const builtinSkills = skills.filter((s) => s.location === "plugin")
const customSkills = skills.filter((s) => s.location !== "plugin")
if (builtinSkills.length > 0) {
lines.push("**Built-in Skills** (combine with categories):")
for (const skill of builtinSkills) {
const shortDesc = skill.description.split(".")[0] || skill.description
lines.push(`- \`${skill.name}\`: ${shortDesc}`)
}
lines.push("")
}
if (customSkills.length > 0) {
lines.push("**User-Installed Skills** (HIGH PRIORITY - user installed these for their workflow):")
for (const skill of customSkills) {
const shortDesc = skill.description.split(".")[0] || skill.description
lines.push(`- \`${skill.name}\`: ${shortDesc}`)
}
lines.push("")
}
}
if (agents.length > 0) {
const ultraworkAgentPriority = ["explore", "librarian", "plan", "oracle"]
const sortedAgents = [...agents].sort((a, b) => {
const aIdx = ultraworkAgentPriority.indexOf(a.name)
const bIdx = ultraworkAgentPriority.indexOf(b.name)
if (aIdx === -1 && bIdx === -1) return 0
if (aIdx === -1) return 1
if (bIdx === -1) return -1
return aIdx - bIdx
})
lines.push("**Agents** (for specialized consultation/exploration):")
for (const agent of sortedAgents) {
const shortDesc = agent.description.length > 120 ? agent.description.slice(0, 120) + "..." : agent.description
const suffix = agent.name === "explore" || agent.name === "librarian" ? " (multiple)" : ""
lines.push(`- \`${agent.name}${suffix}\`: ${shortDesc}`)
}
}
return lines.join("\n")
}