oa-prompting-model-tiering

star 4

Model selection guide for oa agents: haiku/sonnet/opus by task type. Use when choosing --model for oa run or oa pipeline. Activates for: which model, claude/haiku, claude/sonnet, claude/opus, model selection, --model.

OpenAEC-Foundation By OpenAEC-Foundation schedule Updated 3/8/2026

name: oa-prompting-model-tiering description: "Model selection guide for oa agents: haiku/sonnet/opus by task type. Use when choosing --model for oa run or oa pipeline. Activates for: which model, claude/haiku, claude/sonnet, claude/opus, model selection, --model." user-invocable: false

Critical Rules

  • ALWAYS use the claude/sonnet ID format for --model, never claude-sonnet-4-6 — because oa run uses short model aliases, not Anthropic API IDs.
  • ALWAYS specify --model explicitly — because the default may change across oa-cli versions, producing unpredictable behavior.

Model Tiering Table

Task Type Model Rationale
Scanning, listing, parsing, formatting claude/haiku Fast, cheap; structured output only
Writing, coding, implementation claude/sonnet DEFAULT — balanced quality/speed
Architecture, deep reasoning, complex orchestration claude/opus Maximum depth; use sparingly
QA, validation, review claude/sonnet Needs judgment, not just speed
Research (broad) claude/sonnet Good breadth coverage
Research (deep analysis) claude/opus When depth > speed
Batch processing (repetitive) claude/haiku Cost efficiency at scale

Decision Tree

Task type?
├── Scanning / listing / formatting / parsing → claude/haiku
├── Writing / coding / implementation / review → claude/sonnet (DEFAULT)
└── Architecture / deep reasoning / orchestration planning → claude/opus

Patterns

Pattern 1: Correct model flag format

oa run "Implement the auth module" --name builder --model claude/sonnet --direct
oa run "Plan the architecture" --name planner --model claude/opus --direct
oa run "Convert CSV to JSON" --name converter --model claude/haiku --direct

Pattern 2: Model by role in a pipeline

oa run "Plan all implementation steps" --name planner --model claude/opus --direct
oa run "Implement step 1" --name builder-a --model claude/sonnet --direct
oa run "Convert file to JSON" --name converter --model claude/haiku --direct

Anti-Patterns

  • Bad: --model claude — bare alias, version-unstable
  • Good: --model claude/sonnet — explicit tier
  • Bad: --model anthropic/claude-sonnet-4-6 — Anthropic API ID, not oa-cli alias
  • Good: --model claude/sonnet
  • Bad: Using claude/opus for all tasks — expensive and slow for simple work
  • Good: Reserve opus for architecture and deep reasoning only

References

  • Related: oa-orchestration-spawn, oa-prompting-5element, oa-orchestration-patterns
Install via CLI
npx skills add https://github.com/OpenAEC-Foundation/Open-Agents --skill oa-prompting-model-tiering
Repository Details
star Stars 4
call_split Forks 0
navigation Branch main
article Path SKILL.md
More from Creator
OpenAEC-Foundation
OpenAEC-Foundation Explore all skills →