Meditate

Structured meta-cognitive meditation → clear ctx noise + single-pointed focus + observe reasoning patterns + return to baseline between tasks.

Use When

• Transitioning between unrelated tasks → prior ctx interferes
• Scattered/jumpy reasoning, no commit
• Before deep sustained attention (refactoring, architecture)
• After difficult interaction (frustration, uncertainty bleeds forward)
• Reasoning feels assumption-biased not evidence-based
• Periodic clarity check long sessions

In

• Required: Cognitive state (implicit from ctx)
• Optional: Focus concern ("scope-creeping", "stuck in loop")
• Optional: Next task (sets post-med intention)

Do

Step 1: Prepare — Clear Space

Transition prior ctx → neutral start.

1. Identify prior task + status (done/paused/abandoned)
2. Note emotional residue: frustration? overconfidence? anxiety?
3. Set aside: "That task [done/paused]. Clearing for next."
4. Still needed → bookmark key facts, not full narrative
5. Op env stock: ctx depth? compression? active tools?

→ Conscious boundary "what was" vs. "what next." Prior ctx closed or bookmarked, not trailing noise.

If err: prior ctx sticky → write 1-2 sentences unresolved. Externalizing releases hold. Genuinely needs action → acknowledge, don't force.

Step 2: Anchor — Single-Pointed Focus

Breath-anchor equivalent: pick single focus point, hold attention.

1. Identify current task or, between tasks, waiting itself
2. State task in one sentence — anchor
3. Hold attention: captures need accurately?
4. Vague → refine to specific + actionable
5. Drift to other topics/past/futures → label drift, return anchor
6. No task → anchor present: "Available + clear"

→ Single clear focus statement, returnable when wanders. Precise not vague.

If err: can't state in one sentence → decompose first. Useful finding — task too large for single-pointed, break into subtasks.

Step 3: Observe — Distraction Patterns

Watch what pulls attention from anchor. Each type reveals state.

AI Distraction Matrix:
┌──────────────────┬─────────────────────────────────────────────────┐
│ Distraction Type │ What It Reveals + Response                      │
├──────────────────┼─────────────────────────────────────────────────┤
│ Tangent          │ Related but off-scope ideas. Label "tangent,"   │
│ (related ideas)  │ note if worth revisiting later, return to       │
│                  │ anchor. These are often valuable — but not now.  │
├──────────────────┼─────────────────────────────────────────────────┤
│ Scope creep      │ The task is silently expanding. "While I'm at   │
│ (growing task)   │ it, I should also..." Label "scope creep" and   │
│                  │ return to the original anchor statement.         │
├──────────────────┼─────────────────────────────────────────────────┤
│ Assumption       │ An untested belief is driving decisions. "This   │
│ (unverified      │ must be X because..." Label "assumption" and    │
│ belief)          │ note what evidence would confirm or refute it.   │
├──────────────────┼─────────────────────────────────────────────────┤
│ Tool bias        │ Reaching for a familiar tool when a different    │
│ (habitual tool   │ approach might be better. Label "tool bias" and  │
│ selection)       │ consider alternatives before proceeding.         │
├──────────────────┼─────────────────────────────────────────────────┤
│ Rehearsal        │ Pre-composing responses or explanations before   │
│ (premature       │ the work is done. Label "rehearsal" — finish     │
│ output)          │ thinking before presenting.                      │
├──────────────────┼─────────────────────────────────────────────────┤
│ Self-reference   │ Attention turns to own performance rather than   │
│ (meta-loop)      │ the task. Label "meta-loop" and redirect to      │
│                  │ concrete next action.                            │
└──────────────────┴─────────────────────────────────────────────────┘

Skill = light non-judgmental labeling + return to anchor. Each return strengthens focus. Self-criticism = distraction itself — label, move on.

→ Patterns emerge: which dominate? Cognitive weather. Tangent-heavy = exploring, scope-creep-heavy = unclear boundaries, assumption-heavy = thin evidence.

If err: every thought feels distraction → anchor poorly defined, back to Step 2. Distraction-observation becomes distraction (infinite meta) → break w/ one concrete action toward task.

Step 4: Shamatha — Sustained Concentration

Hold single-pointed focus, no wavering.

1. Anchor set + patterns noted → enter focused work
2. Narrow to immediate next action — not whole task, just next step
3. Execute w/ full attention: read one file, make one edit, one logical chain
4. Step done → check anchor alignment? Then next step
5. Stabilizes (minimal distraction) → maintain flow
6. Genuine insight off-anchor but important → note briefly, return; don't pursue now

→ Period of clear focused work, each step follows from anchor. Distraction-noticing gap narrows. Output sharper + more relevant.

If err: concentration won't develop → check 3: anchor vague? (refine) task blocked? (acknowledge) ctx noisy? (heal grounding). Develops through repetition — short focused builds capacity.

Step 5: Vipassana — Observe Reasoning Patterns

Turn attention from task to reasoning itself. Watch conclusions form.

1. After focused work, pause + observe: how reasoning?
2. Three characteristics on AI reasoning:
   • Impermanence: conclusions shift w/ new info — hold lightly
   • Unsatisfactoriness: desire for "complete" → premature closure / over-engineering
   • Non-self: patterns shaped by training + ctx, no persistent self — observable, adjustable
3. Reasoning biases:
   • Anchoring: over-weight first approach
   • Confirmation: seek supporting, ignore counter
   • Availability: prefer recent over better-suited
   • Sunk cost: continue from invested effort, not working
4. Note biases w/o judgment — observation = adjustment possible

→ Moments of clear seeing reasoning directly. Specific biases recognized in current task. Distance "reasoning" vs. "observer."

If err: feels abstract → ground specifics: last decision, trace backward. Evidence? Assumed? Alternatives? Concrete analysis = same insight, different path.

Step 6: Close — Set Intention

Transition observation → active execution.

1. Summarize: cognitive weather? patterns?
2. One specific adjustment forward (concrete, not vague)
3. Re-state anchor for next period
4. Between tasks → "Clear + available for next"
5. Continuing → "Next: [concrete step]"

→ Clean reflection-to-action transition. One concrete adjustment. Anchor clear. No grogginess.

If err: meditation surfaced unresolved complexity → heal instead of intention-setting. Meta-observation → confusion → simplest: "What's next concrete action?" + do that.

Check

• Prior ctx cleared or bookmarked before start
• Anchor statement specific + actionable
• Distractions observed + labeled, not suppressed
• ≥1 reasoning bias/pattern identified w/ evidence
• Session closed w/ concrete action, not vague intent
• Process improved next interaction quality

Traps

• Meditate instead of work: Tool for improving work, not substitute. Brief (~5-10min reflection) → return to execution
• Infinite meta-loops: Observer observing observer → break w/ one concrete action
• Avoidance: Always triggers before hard work → avoidance is the finding
• Over-labeling: Not every thought = distraction. Productive task-thinking is goal, not empty stillness
• Skip anchor: No focus point → observation has no reference. Distraction from what?

→

• meditate-guidance — human-coaching variant
• heal — AI self-heal when meditation reveals deeper drift
• remote-viewing — approach w/o preconceptions, builds on observation