IC10 Code Generation (Curation-First)

IC10 Code Generation (Curation-First)

Find existing IC10 resources first, generate custom code only when needed.

Workflow

1. Curation Phase (Primary)

Use Task tool to spawn:

• resource-curator - Search external sources for existing solutions

2. Evaluation Phase

Review curator results:

• Found good resources: Present guide and ask if user wants custom code
• Found partial matches: Present options, offer to generate adapted version
• Nothing found: Proceed to generation

3. Research Phase (If Generating)

If user wants custom code OR nothing found, spawn in parallel:

• instruction-researcher - Find relevant IC10 instructions
• device-researcher - Find device logic types
• pattern-finder - Find local patterns to build from

4. Generation Phase (If Needed)

Use Task tool to spawn:

• code-generator - Generate IC10 code from requirements + research

5. Documentation Phase

Use Task tool to spawn:

• code-documenter - Add proper documentation

Decision Flow

User Request
    |
    v
resource-curator -----> Guide created in guides/
    |
    v
Found resources?
    |
    +-- YES --> Present top resources
    |           Ask: "Want custom code?"
    |               |
    |               +-- NO --> Done
    |               |
    |               +-- YES --+
    |                         |
    +-- NO -------------------+
                              |
                              v
                      Research Phase
                      (parallel agents)
                              |
                              v
                      code-generator
                              |
                              v
                      code-documenter

Instructions

When the user asks to generate IC10 code:

1. Check for bypass phrases - If user says "generate new", "write fresh", "create from scratch", or "don't search", skip to step 4.

2. First, curate external resources:

   • Launch resource-curator with the topic
   • Wait for results

3. If resources found:

   • Present top 3-5 resources with summaries
   • Note the guide location: guides/[topic]-resources.md
   • Ask: "I found these existing solutions. Would you like me to generate custom code instead?"
   • If user says no, done
   • If user says yes, continue to step 4

4. If user wants custom code (or nothing found, or bypass):

   • Launch research agents in PARALLEL:
     • instruction-researcher
     • device-researcher
     • pattern-finder

5. Generate code:

   • Launch code-generator with research findings

6. Document code:

   • Launch code-documenter

7. Present final code with:

   • Summary of what it does
   • Device setup requirements
   • Customization points
   • Link to resources guide (if one was created)

Example Triggers

• "Create IC10 code for..." -> Curate first, then offer generation
• "Write a script that..." -> Curate first, then offer generation
• "Generate new code for..." -> Skip curation, go straight to generation
• "Write fresh IC10 for..." -> Skip curation, go straight to generation

Bypass Curation

User can skip curation with explicit phrases:

• "Generate new code for..."
• "Write fresh code..."
• "Create from scratch..."
• "Don't search, just create..."
• "I want original code for..."

Example Response After Curation

## Found Resources for "solar tracking"

I searched external sources and found 6 relevant resources.

### Top Matches

1. **jhillacre/​solar-tracking.ic10** - Dual-axis tracking with efficiency optimization
   https://github.com/​jhillacre/​stationeers-scripts/​blob/​main/​solar-tracking.ic10

2. **Wiki: Solar Panel Automation** - Basic single-axis tracking tutorial
   https://stationeers-wiki.com/​Solar_Panel

3. **Reddit: Advanced Solar Array** - Multi-panel coordination script
   https://reddit.com/​r/​stationeers/​...

Full guide saved to: `guides/​solar-tracking-resources.md`

Would you like me to generate custom code instead, or would one of these work for your needs?