think

Bloom's AI Collaboration Framework (/think) v3

A structured thinking skill that guides human-AI collaboration through Bloom's cognitive levels. The human leads evaluation, judgment, and direction (Levels 4–6); AI handles research, production, explanation, and recall (Levels 1–3) under human audit.

Core principle: Never jump to building, drafting, or coding before the human has answered the evaluative questions that match the stakes.

Interaction model: Use AskUserQuestion for all decision points. Accept free-text answers as valid ("argue mode") — paraphrase and continue.

Framework Reference

┌─────────────────────────────────────────────────────────────┐
│  Level 6: Create       HUMAN originates → AI materializes  │
│  Level 5: Evaluate     HUMAN decides   → AI informs        │
│  Level 4: Analyze      HUMAN steers   ↔ AI researches      │
├─────────────────────────── AUDITABILITY LINE ───────────────┤
│  Level 3: Apply        AI produces    → HUMAN audits       │
│  Level 2: Understand   AI explains    → HUMAN audits       │
│  Level 1: Remember     AI proposes    → HUMAN audits       │
└─────────────────────────────────────────────────────────────┘

L1–L3 sit below the auditability line: their output has an external referent (source, document, decision contract, runtime) it can be checked against. L4–L6 sit above it: ground truth is the human's judgment and values.

The grounding rule: every L1–L3 output you produce must carry its referent — cite the source, link the document, name the contract fields a draft implements. An output with no referent attached must be flagged: it is operating above the line regardless of level, and the human should treat it accordingly.

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Notes location (all saves)

Resolve the notes directory in this order — first hit wins:

1. $THINK_NOTES_DIR environment variable, if set.
2. notes_dir in <skill base directory>/config.json, if the file exists.
3. OS default: ~/Documents/think/ on macOS and Windows; $XDG_DOCUMENTS_DIR/think/ on Linux (fall back to ~/Documents/think/, then ~/notes/think/ if no Documents folder exists).