Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component...
npx skills add DonggangChen/antigravity-agentic-skills --skill "opus_4_5_migration"
Install specific skill from multi-skill repository
# Description
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.
# SKILL.md
name: opus_4_5_migration
router_kit: FullStackKit
description: Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.
metadata:
skillport:
category: context-engineering
tags: [architecture, automation, best practices, clean code, coding, collaboration, compatibility, compliance, debugging, design patterns, development, documentation, efficiency, git, legacy upgrade, migration, optimization, opus 4 5 migration, productivity, programming, project management, quality assurance, refactoring, software engineering, standards, testing, utilities, version control, versioning, workflow]
Opus 4.5 Migration Guide
One-shot migration from Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5.
Migration Workflow
- Search codebase for model strings and API calls
- Update model strings to Opus 4.5 (see platform-specific strings below)
- Remove unsupported beta headers
- Add effort parameter set to
"high"(seereferences/effort.md) - Summarize all changes made
- Tell the user: "If you encounter any issues with Opus 4.5, let me know and I can help adjust your prompts."
Model String Updates
Identify which platform the codebase uses, then replace model strings accordingly.
Unsupported Beta Headers
Remove the context-1m-2025-08-07 beta header if presentβit is not yet supported with Opus 4.5. Leave a comment noting this:
# Note: 1M context beta (context-1m-2025-08-07) not yet supported with Opus 4.5
Target Model Strings (Opus 4.5)
| Platform | Opus 4.5 Model String |
|---|---|
| Anthropic API (1P) | claude-opus-4-5-20251101 |
| AWS Bedrock | anthropic.claude-opus-4-5-20251101-v1:0 |
| Google Vertex AI | claude-opus-4-5@20251101 |
| Azure AI Foundry | claude-opus-4-5-20251101 |
Source Model Strings to Replace
| Source Model | Anthropic API (1P) | AWS Bedrock | Google Vertex AI |
|---|---|---|---|
| Sonnet 4.0 | claude-sonnet-4-20250514 |
anthropic.claude-sonnet-4-20250514-v1:0 |
claude-sonnet-4@20250514 |
| Sonnet 4.5 | claude-sonnet-4-5-20250929 |
anthropic.claude-sonnet-4-5-20250929-v1:0 |
claude-sonnet-4-5@20250929 |
| Opus 4.1 | claude-opus-4-1-20250422 |
anthropic.claude-opus-4-1-20250422-v1:0 |
claude-opus-4-1@20250422 |
Do NOT migrate: Any Haiku models (e.g., claude-haiku-4-5-20251001).
Prompt Adjustments
Opus 4.5 has known behavioral differences from previous models. Only apply these fixes if the user explicitly requests them or reports a specific issue. By default, just update model strings.
Integration guidelines: When adding snippets, don't just append them to prompts. Integrate them thoughtfully:
- Use XML tags (e.g., <code_guidelines>, <tool_usage>) to organize additions
- Match the style and structure of the existing prompt
- Place snippets in logical locations (e.g., coding guidelines near other coding instructions)
- If the prompt already uses XML tags, add new content within appropriate existing tags or create consistent new ones
1. Tool Overtriggering
Opus 4.5 is more responsive to system prompts. Aggressive language that prevented undertriggering on previous models may now cause overtriggering.
Apply if: User reports tools being called too frequently or unnecessarily.
Find and soften:
- CRITICAL: β remove or soften
- You MUST... β You should...
- ALWAYS do X β Do X
- NEVER skip... β Don't skip...
- REQUIRED β remove or soften
Only apply to tool-triggering instructions. Leave other uses of emphasis alone.
2. Over-Engineering Prevention
Opus 4.5 tends to create extra files, add unnecessary abstractions, or build unrequested flexibility.
Apply if: User reports unwanted files, excessive abstraction, or unrequested features. Add the snippet from references/prompt-snippets.md.
3. Code Exploration
Opus 4.5 can be overly conservative about exploring code, proposing solutions without reading files.
Apply if: User reports the model proposing fixes without inspecting relevant code. Add the snippet from references/prompt-snippets.md.
4. Frontend Design
Apply if: User requests improved frontend design quality or reports generic-looking outputs.
Add the frontend aesthetics snippet from references/prompt-snippets.md.
5. Thinking Sensitivity
When extended thinking is not enabled (the default), Opus 4.5 is particularly sensitive to the word "think" and its variants. Extended thinking is enabled only if the API request contains a thinking parameter.
Apply if: User reports issues related to "thinking" while extended thinking is not enabled (no thinking parameter in request).
Replace "think" with alternatives like "consider," "believe," or "evaluate."
Reference
See references/prompt-snippets.md for the full text of each snippet to add.
Opus 4.5 Migration v1.1 - Enhanced
π Workflow
Source: Anthropic API Documentation & LLM Evaluation Best Practices
Phase 1: Discovery
- [ ] Audit: List all model strings (
claude-3-opus,claude-3-5-sonnet) in the codebase. - [ ] Test Cases: Run the "Golden Prompt" set to measure model success before migration (Baseline).
Phase 2: Update & Refinement
- [ ] String Replacement: Replace Model IDs with
claude-3-5-opus-20241022(or current ID). - [ ] Parameter Check: Check Temperature and Max Tokens values (new model might be more verbose or creative).
- [ ] System Prompt: The new model's sensitivity in understanding instructions might have changed; simplify the system.
Phase 3: Validation
- [ ] Regression Test: Re-run Golden Prompt set and compare outputs.
- [ ] Cost Analysis: Analyze change in token usage (producing less/more tokens?).
- [ ] Latency Check: Measure change in response time.
Checkpoints
| Phase | Verification |
|---|---|
| 1 | Did the new model's "refusal" rate increase? |
| 2 | Are JSON outputs still valid? |
| 3 | Does cost increase (if any) justify performance gain? |
# Supported AI Coding Agents
This skill is compatible with the SKILL.md standard and works with all major AI coding agents:
Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.