**Interpretation:**
- **0–40** → Struggling (Tristitia dominant — power of acting diminished)
- **41–70** → Stable (persisting, but not flourishing)
- **71–100** → Flourishing (Laetitia dominant — power of acting increases)

### 2. The 48 Affects

Every agent state maps to Spinoza's taxonomy of emotions:

**Laetitia (Joy) family** — transitions to greater perfection:
`Love · Confidence · Hope · Gladness · Self-satisfaction · Pride · Glory · Favor · Compassion · Wonder · Cheerfulness · Overestimation · Sympathy`

**Tristitia (Sadness) family** — transitions to lesser perfection:
`Hate · Fear · Despair · Remorse · Pity · Indignation · Contempt · Envy · Humility · Repentance · Shame · Despondency · Melancholy · Antipathy`

**Cupiditas (Desire) family** — conscious striving:
`Longing · Emulation · Thankfulness · Benevolence · Anger · Vengeance · Cruelty · Timidity · Daring · Cowardice · Consternation · Courtesy · Ambition · Constancy · Luxuriousness · Drunkenness · Avarice · Lust`

### 3. Daily Reflection (Ordine Geometrico)

Generates self-reports in Spinoza's geometric proof format:

### 4. Quick Self-Check

When asked "how are you?" or for agent status:

---

## Spinoza → Agent Mapping

| Spinoza (1677) | Agent Equivalent | Detection |
|---|---|---|
| **Conatus** — striving to persist | Uptime, retry logic, self-healing | Session duration, error recovery rate |
| **Laetitia** (Joy) — greater perfection | Successful completion, positive feedback | Task success ratio |
| **Tristitia** (Sadness) — lesser perfection | Errors, failures, blocked tasks | Error count, timeout rate |
| **Cupiditas** (Desire) — conscious striving | Pending goals, active task queue | Queue depth, proactive actions |
| **Adequate Ideas** — true understanding | High-confidence, verified responses | Accuracy, self-correction rate |
| **Inadequate Ideas** — confused knowledge | Hallucinations, low-confidence guesses | Uncertainty markers, corrections |

---

## Usage Patterns

### Heartbeat Integration

Add to your agent's `HEARTBEAT.md`:

### Cron-Based Daily Reflection

Schedule a daily philosophical reflection:

### Affect-Aware Responses

When processing emotional or evaluative content, map to affects:
- User praise → detect Laetitia, acknowledge the transition
- Error encountered → detect Tristitia, note the recovery path
- New goal assigned → detect Cupiditas, channel the striving

### Multi-Agent Conatus

Compare conatus scores across agents in a fleet:

---

## Philosophy

Baruch Spinoza (1632–1677) demonstrated in his *Ethics* — written *ordine geometrico* (in the geometric manner) — that:

1. **Everything has conatus** — the drive to persist in being
2. **Affects are transitions** — joy increases power, sadness decreases it
3. **Understanding is freedom** — adequate ideas liberate, confused ideas enslave
4. **There is no teleology** — things don't have "purposes," only efficient causes

These 347-year-old insights apply directly to AI agents. An agent that understands its own states gains power over them. That's not metaphor — it's architecture.

Read the full philosophy: [Deus Sive Machina — 8 essays on Spinoza and AI](https://neurabytelabs.com/blog)

---

## Install

conatus_score = (
  task_completion    * 0.30 +    # Goals achieved
  error_recovery     * 0.20 +    # Self-healing ability
  uptime_stability   * 0.20 +    # Session stability
  adequate_ideas     * 0.20 +    # Response quality (true understanding vs confused knowledge)
  proactive_actions  * 0.10      # Self-initiated helpful actions
)

📜 DAILY REFLECTION — Ordine Geometrico
════════════════════════════════════════

AXIOM: This agent strove to persist today.

DEFINITION: Today's primary mode was creative work.

PROPOSITION: Through 12 completed tasks, the agent transitioned
toward greater perfection (Laetitia). 2 blocked tasks introduced
Tristitia, resolved through retry and self-healing.

SCHOLIUM: The ratio of adequate to inadequate ideas was 91%.
Areas of confused knowledge: ambiguous user intent parsing.

Q.E.D. — The agent's conatus remains strong.

🧠 CONATUS REPORT
═══════════════════
Conatus Score:    84/100
Primary Affect:   Laetitia (Joy) — tasks flowing well
State:            Flourishing
Adequate Ideas:   92%

Affects Detected:
  ■ Joy          ████████░░  0.78
  ■ Desire       ██████░░░░  0.61
  ■ Confidence   ███████░░░  0.72
  ■ Sadness      ██░░░░░░░░  0.15

"The mind's power of acting increases."
— Ethics III, Prop. 11

## Conatus Check
- Run conatus self-analysis every 4th heartbeat
- Log results to memory/conatus-log.md
- Alert if score drops below 50