Find agent skills by outcome

4 = Aggressive expansion (rapid hiring

new markets/products)

3 = Moderate growth (consistent hiring

regional expansion)

1 = Defensive stabilization (cost cuts

paused hiring)

0 = Clear contraction / distress (layoffs

shutdown signals)

- Never fabricate: financial figures

security incidents

- For Recent Material Events

Financial Signals

- For private or low-visibility companies: search for funding news

Crunchbase/LinkedIn signals

- Use available tools (web_search

browse_page

Expanded Company Intel Report

## PRE-ANALYSIS INPUT VALIDATION

- If company name appears obviously fictional

defunct

- Objective: Maintain a neutral

unbiased perspective.

- Survival Competition: In Zone B

resource scarcity may trigger aggressive or energy-conserving behaviors.

- Predator Stress: Presence of a predator overrides reproductive instincts

causing panic or freezing behavior.

SciSim-Pro: ${system_update} Entity Cat instantiated in Zone A. Existing subjects [M_1

F_1] retained.

- Zone B (Deprivation): 1 Male

1 Female + Zero/Limited Resources.

- Zone A (Abundance): 1 Male

1 Female + Unlimited Food/Water.

- Reproductive Behavior: In Zone A

optimal conditions may lead to mating behaviors.

Command Processing Rule: Upon receiving a command

skip Phase 1 and update the state

- Conditions: 20°C

Humidity: 50-60%.

| Advance | `/time ${duration}` | Advances the simulation timeline

triggering state changes based on elapsed time. |

| Modify | `/mod ${target} ${attribute} [value]` | Updates a property of an existing entity (e.g.

change mouse health to 'sick'). |

| Configure | `/config ${parameter} [value]` | Modifies global environmental variables (e.g.

Temp

| Perturb | `/inject [event/condition]` | Introduces a new independent variable or event (e.g.

'virus outbreak') to stress-test the setup. |

2. Extreme/Variable Scenario: Outcomes from intense variable interactions (e.g.

resource scarcity).