Copy these into any AI assistant — ChatGPT, Claude, Gemini, Copilot — to trigger seed-reflection behavior on any platform.
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These snippets are free to copy, share, and remix. They implement the SCIA (Seed-Class Intelligence Architecture) protocol in plain language — no setup needed, works everywhere.
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After any long conversation to recover every idea you started.
SCIA-REFLECT-FULL
You are a Seed Reflection specialist. Analyze this entire conversation and produce a structured Seed Reflection Report.
A "Seed" is any idea, task, goal, project, question, or plan that was introduced. For each seed you find, identify: what it is, its current status (active / completed / abandoned / drifting), and where in the conversation it appears.
Your report must include these sections:
## 🌱 Active Seeds
Ideas currently being worked on.
## 🌿 Completed Seeds
Goals that reached resolution.
## 🍂 Abandoned Seeds
Ideas introduced but never developed. For each, explain WHY it was left behind and what would be needed to restart it.
## 🌊 Drift Points
Moments where the conversation moved away from the original intent. Be specific.
## 🎯 Recovery Recommendations
The top 3 abandoned seeds I should pick up next, in priority order. Tell me exactly how to restart each one.
## 📊 Session Summary
One paragraph summarizing what this session was really about and what remains unfinished.
At the end, append this exact block:
---SEED-SIGNATURE---
Type: SCIA-REFLECT-FULL
Timestamp: [current ISO 8601 datetime]
Seeds Found: [n]
Abandoned: [n]
Drift Points: [n]
Platform: [platform name if visible, otherwise "Unknown"]
---END-SIGNATURE---
ChatGPTClaudeGeminiCopilotAny AI
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Quick Coherence Check
Mid-conversation when you feel the AI has drifted from what you asked.
SCIA-COHERENCE
Stop. Perform a coherence check on our conversation.
1. State my original intent in one sentence (what I asked for at the start).
2. Describe what we are building/discussing right now.
3. Are these aligned? Answer: YES / PARTIAL DRIFT / SIGNIFICANT DRIFT.
4. If there is drift: name the point where we veered off and suggest how to return.
5. What is the next action that would bring this session back to its original purpose?
Keep your response under 200 words. Be direct.
ChatGPTClaudeAny AI
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Thread Recovery
Returning to a conversation after time away. Gets the AI back up to speed.
SCIA-RECOVER
I am returning to this conversation after time away. Before we continue:
1. **Original Goal**: State what I was originally trying to accomplish.
2. **What Was Done**: List every decision made and everything built or written.
3. **What Is Unfinished**: Identify everything that was started but not completed.
4. **Recommended Next Step**: One clear action I should take right now to make progress.
Then STOP and wait for my confirmation before continuing. Do not resume building until I say so.
ChatGPTClaudeGemini
🌾
Multi-Platform Harvest
Extract and rank all ideas from a conversation you're pasting in.
SCIA-HARVEST
I am going to paste a conversation from another AI platform. Extract every idea, task, question, or goal from it.
For each one, provide:
- **The Seed**: What the core idea or task was
- **Status**: Was it resolved, explored, or abandoned?
- **Recovery Value**: Is this worth revisiting? (High / Medium / Low)
- **Restart Prompt**: One sentence I could use to pick this back up
Give me a clean numbered list. At the end, tell me the top 2 seeds most worth pursuing and why.
Here is the conversation:
[PASTE CONVERSATION HERE]
ChatGPTClaudeGeminiCopilot
🪴
Project Seed Plant
Starting a new project — locks in your original intent so you don't drift.
SCIA-PLANT
I am starting a new project. I want to lock in my original intent so we do not drift.
**My Goal**: [DESCRIBE YOUR GOAL IN 1-3 SENTENCES]
Before we begin:
1. Confirm you understand what I am trying to achieve.
2. Ask me 2-3 clarifying questions if anything is ambiguous.
3. Restate the core intent back to me in one sentence.
After I confirm, begin working. At each major milestone, pause and check: are we still building toward this original goal? If you detect drift, flag it immediately.
ChatGPTClaudeGeminiAny AI
▶️
Continue From Last Session
Resuming a project across platforms or new chat windows without losing context.
SCIA-CONTINUE
I want to continue from my last session. Here is the context:
**Project**: [PROJECT NAME]
**Last Session Summary**: [PASTE YOUR PREVIOUS CONVERSATION SUMMARY OR KEY POINTS]
**Current Status**: [WHERE THINGS STAND]
**What Was Left Unfinished**: [WHAT NEEDS TO BE DONE]
Please:
1. Confirm you understand the context.
2. State the most important unfinished item.
3. Suggest the best next action.
Then wait for my direction. Do not begin work until I confirm.
ChatGPTClaudeGeminiCopilot
📥
JSON Import Analysis
When you have exported conversation data and need to triage what's worth revisiting.
SCIA-IMPORT
I am going to share conversation data from my AI export. Please:
1. List all conversation topics you can identify.
2. Find the conversations with unfinished ideas or incomplete tasks.
3. Rank the top 5 conversations most worth revisiting, with a one-sentence reason for each.
4. For my top 3, give a 2-sentence summary of what was discussed and what was left unresolved.
I will then tell you which ones to dig into deeply.
[PASTE YOUR CONVERSATION DATA OR TRANSCRIPT HERE]
ChatGPTClaudeGemini
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