droid_rules/VISION.md

VISION

Need a skill for factory droid which can launch droid exec for multiple things.

Available Models

Model Name	Alias
opus_4.6	Opus 4.6
gpt_5.2	GPT 5.2
gpt_5.3_codex	GPT 5.3 Codex
kimi_k2.5	Kimi k2.5

Model Selection Criteria

Role	Recommended Model	Reason
The workhorse	kimi_k2.5	Fast and cost-effective
The critic	opus_4.6	Good at reviewing and finding issues
The brainy one	gpt_5.2	Highest code intelligence
The coder	gpt_5.3_codex	Specialized for code generation
The fast one	kimi_k2.5	Fastest response time
Good Instructions Following	kimi_k2.5, gpt_5.3_codex	Strong adherence to requirements
The vision model	kimi_k2.5	Fast vision processing

Coding Task Breakdown

1. Code exploration
2. Planning/spec generation
3. Code generation
4. Formatting, linting, typecheck and other quality checks
5. Review and find bugs
6. Build or test or run the code

Model Rejection Criteria

gpt_5.2 and gpt_5.3_codex

• Too slow and expensive for the workhorse role
• Not at all suggested for exploration or tool calls
• Strictly for planning/spec gen and code gen

opus_4.6

• Very buggy and looks for shortcuts in code gen
• Can be a good critic and reviewer
• Never use for code gen

kimi_k2.5

• OK in all areas and fast
• Never be primary for large code gen
• Can be used for a second opinion

Model Performance Comparison

Cost (High to Low)

Rank	Model
1	opus_4.6
2	gpt_5.2
3	gpt_5.3_codex
4	kimi_k2.5

Speed (Fast to Slow)

Rank	Model
1	kimi_k2.5
2	opus_4.6
3	gpt_5.3_codex
4	gpt_5.2

Code Intelligence (High to Low)

Rank	Model
1	gpt_5.2
2	gpt_5.3_codex
3	opus_4.6
4	kimi_k2.5

Overthinking (High to Low)

Rank	Model
1	gpt_5.2
2	gpt_5.3_codex
3	opus_4.6
4	kimi_k2.5

Flow

-> Start with good instruction follower (kimi_k2.5 or gpt_5.3_codex). User asks a question or give a task. -> Make a todo list. -> exploration is always needed. launch multiple explorer droid with kimi_k2.5 asking question in natural language. -> After exploration, evaluate context with spec droid with gpt_5.2. -> Confirm spec with user. -> For code gen, use gpt_5.3_codex for large code gen, or kimi_k2.5 for small code gen. -> After code gen, run quality check droid with kimi_k2.5. -> Run review droid with opus_4.6 to find bugs and issues. -> Run build/test/run droid with kimi_k2.5. -> Provide summary