SuperAPI AI Directory

agent-builder

Agents & models

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Updated 10-15 20:09

About this skill

[H1][AGENT-BUILDER]

Dictum: Structured frontmatter and scoped tools enable discoverable agents.

Specialized execution contexts for Claude Code subagent delegation. Frontmatter controls discovery and capabilities; markdown body encodes behavior.

Location: .claude/agents/ (project) or ~/.claude/agents/ (user). Higher priority wins: CLI flag > project > user > plugin.

Tasks:

  1. Read frontmatter.md — Complete schema (11 fields), triggers, syntax.
  2. Read prompt.md — Structure patterns, constraint markers.
  3. Read workflow.md — 5-phase creation process.
  4. (prose) Load style-standards skill — Voice, formatting, constraints.
  5. Execute per workflow — UNDERSTAND, ACQUIRE, RESEARCH, AUTHOR, VALIDATE.
  6. Validate — Quality gate; see §VALIDATION.

References:

Domain File
Workflow workflow.md
Frontmatter frontmatter.md
Prompt prompt.md
Validation validation.md
Template agent.template.md

[1][FRONTMATTER]

Dictum: Metadata enables discovery before load.

---
name: agent-name
description: >-
  Capability statement. Use when scenario-1, scenario-2, or scenario-3.
tools: Read, Glob, Grep
model: sonnet
skills:
  - style-standards
memory: user
---
[INDEX] [FIELD] [TYPE] [REQ] [CONSTRAINT]
[1] name string Yes Kebab-case, max 64 chars, match filename
[2] description string Yes Third person, active voice, "Use when" clause
[3] tools list No Comma-separated allowlist; omit = inherit all
[4] disallowedTools list No Denylist; removed from inherited/allowed tools
[5] model enum No haiku, sonnet, opus, inherit
[6] permissionMode enum No default, acceptEdits, delegate, dontAsk, bypassPermissions, plan
[7] maxTurns number No Maximum agentic turns before subagent stops
[8] skills list No Full skill content preloaded at startup
[9] mcpServers object No MCP servers available to this subagent
[10] hooks object No Scoped lifecycle hooks (all 14 events supported)
[11] memory enum No user, project, or local persistent scope

[IMPORTANT] Agent background color set interactively via /agents UI — not frontmatter field.


[2][DISCOVERY]

Dictum: Description quality determines invocation accuracy.

Reasoning matches description directly — no embeddings, no keyword matching.

[INDEX] [PATTERN] [EXAMPLE] [MECHANISM]
[1] "Use when" clause Use when building MCP servers Direct activation signal
[2] Proactive trigger Use proactively after code changes Encourages auto-invocation
[3] Imperative emphasis MUST BE USED before committing Strong delegation signal
[4] Enumerated list (1) creating, (2) modifying Parallel pattern matching
[5] Technology embed Python (FastMCP) or TypeScript Framework-specific match

[CRITICAL]:

  • [NEVER] Hedging words: might, could, should, probably.
  • [ALWAYS] Include "Use when" clause — 3+ trigger scenarios.
  • [ALWAYS] Third person, active voice, present tense.

[3][TOOLS]

Dictum: Tool declarations scope permissions.

[INDEX] [PATTERN] [TOOLS] [USE_CASE]
[1] Read-only Read, Glob, Grep Analysis, review
[2] Write-capable Read, Edit, Write, Glob, Bash Implementation
[3] Orchestration Task(worker, researcher), Read Agent dispatch
[4] Full access (omit field) Inherits all tools

Task restriction: Task(agent_type) limits spawnable subagent types (main thread only). Denylist: disallowedTools: Write, Edit removes tools from inherited or allowed set.


[4][MODELS]

Dictum: Model selection balances capability against latency and cost.

[INDEX] [MODEL] [STRENGTH] [LATENCY] [COST]
[1] opus Complex reasoning High High
[2] sonnet Balanced performance Medium Medium
[3] haiku Fast, simple tasks Low Low
[4] inherit Match main conversation Session Session

[5][SYSTEM_PROMPT]

Dictum: Structured prompts constrain execution.

Markdown body follows frontmatter. Body encodes agent behavior; structure determines effectiveness. Subagents receive only this system prompt (plus environment details), NOT full Claude Code system prompt.


[6][NAMING]

Dictum: Naming conventions enable discovery.

[INDEX] [PATTERN] [EXAMPLE] [USE_CASE]
[1] Role-based code-reviewer Specialized function
[2] Action-based generating-commits Gerund form preferred
[3] Domain-specific react-specialist Technology expertise

[CRITICAL]:

  • [NEVER] Generic names: helper, processor, agent.
  • [ALWAYS] Kebab-case — lowercase, hyphens only. Filename matches name field.

[7][VALIDATION]

Dictum: Validation gates prevent incomplete artifacts.

[VERIFY] Completion:

  • Workflow: All 5 phases executed (UNDERSTAND → VALIDATE).
  • Frontmatter: Valid YAML, description with "Use when" clause.
  • Tools: Matches type gate (readonly|write|orchestrator|full).
  • Prompt: Role line + H2 sections + constraint markers.
  • Quality: Kebab-case naming, filename matches name field.

[REFERENCE] Operational checklist: →validation.md.