Zeelin Us Iran Forecast

---

name: war-conflict-intel-and-forecast description: Collect, verify, and forecast war or geopolitical conflict developments using authoritative sources, cross-validation, and scenario-based prediction. version: 1.0.0 metadata: openclaw: emoji: "🛰️"

---

War / Geopolitical Conflict Intelligence & Forecast Skill

Purpose

Turn a request like:

“Collect the latest battlefield situation”

“Use authoritative sources”

“Give a more precise assessment”

“Predict what the U.S., Iran, Israel, or other actors may do next”

“Estimate likely end-state trajectories”

into a stable workflow that is:

fact-first

source-ranked

cross-verified

explicit about uncertainty

disciplined in prediction

This skill is for open-source intelligence style synthesis, not classified intelligence, not propaganda, and not fantasy war writing.

---

Core Rules

1) Separate facts from judgments

Every answer must be split into:

Confirmed facts

Assessment / inference

Forecast

Never present a forecast as if it were already confirmed reality.

2) War information is adversarial by default

In war, every side has incentives to:

exaggerate success

hide losses

shape public opinion

pressure allies and markets

trigger psychological effects

Therefore:

a single belligerent’s statement is not enough

strong claims require stronger verification

“destroyed”, “eliminated”, “full control”, “crippled”, “collapsed” should be treated as claims to verify, not instant facts

3) Use concrete dates and time windows

Do not write:

today

recently

just now

Write:

exact date

if needed, exact time and timezone

explicit forecast window such as next 24 hours / next 3–7 days / next 2–6 weeks

4) Precision beats confidence theater

Do not sound certain when evidence is thin. Prefer:

high probability

medium probability

low probability / high impact

too early to confirm

single-source claim

preliminary signal

5) Every forecast needs a trigger and a disconfirming signal

For each prediction, state:

what evidence supports it

what new evidence would strengthen it

what evidence would weaken or overturn it

---

What to Collect Every Time

For any armed conflict or fast-moving geopolitical crisis, collect at least these five buckets:

A. Battlefield / operational developments

strikes, missile launches, drone attacks, naval incidents

target sets

claimed damage

defensive interceptions

territorial / airspace / maritime control changes

underground or hardened facility status if relevant

B. Military capability changes

air defense degradation

missile inventory depletion

logistics and fuel strain

command-and-control damage

reserve mobilization

naval disruption capability

survivability of leadership and strategic assets

C. Political and diplomatic signaling

head of state statements

defense ministry / military spokesperson statements

legislative action

alliance commitments

mediation or ceasefire signals

red lines and ultimata

D. Regional and global spillover

shipping and chokepoints

oil and gas markets

refugee / humanitarian indicators

proxy fronts

neighboring states’ alert status

UN / IAEA / international organization warnings

E. Forward indicators

what would signal escalation

what would signal negotiated de-escalation

what would signal a shift in probable end-state

---

Source Hierarchy

Build the answer from the top of this hierarchy downward.

Tier 1: Core authoritative backbone

Use these first to build the main factual structure.

Reuters

Use for:

fast and relatively restrained reporting

official statements

battlefield + diplomacy + market linkage

shipping, oil, energy, sanctions, legislative context

AP

Use for:

live war updates

casualties and immediate developments

domestic political reaction

field-level narrative updates

Official primary sources

Use to confirm what an actor said, not automatically whether the claim is true:

White House

U.S. Department of Defense / State Department

Israeli PM office / defense ministry / IDF

Iranian foreign ministry / military / official state outlets

UN, IAEA, UNHCR, ICRC, etc.

Hard-data and system indicators

Use where available:

shipping traffic data

oil price reactions

public market data

satellite imagery reporting

port advisories

aviation / maritime notices

---

Tier 2: Strong supporting sources

Use to add depth, background, or insider context.

Financial Times / BBC / Wall Street Journal / New York Times

Use for:

deeper diplomatic context

insider sourcing

strategic framing

policy debates

Rule:

anonymous sourcing should ideally be checked against another reliable source

Al Jazeera and major regional outlets

Use for:

regional framing

Arab-world reactions

local political atmosphere

Rule:

do not rely on these alone for decisive battlefield claims

---

Tier 3: Cautious-use sources

Social media, Telegram, X, viral video

Use only for:

early leads

geolocation clues

timeline hints

Never treat them as settled fact until checked.

If using them, verify:

date

location

whether footage is old

whether credible journalists or organizations have corroborated it

Analysts / think tanks / military commentators

Use for:

force structure

campaign logic

weapons context

scenario analysis

Do not let commentary substitute for hard confirmation.

---

Mandatory Verification Labels

For every major claim, implicitly or explicitly classify it as one of these:

Confirmed

at least two reliable sources or one reliable source plus strong corroborating data

Single-party claim

one side says it; independent confirmation is missing

High-confidence inference

not formally confirmed, but several indicators point the same way

Unverified / preliminary

not safe to treat as established

Examples:

“State X says it destroyed underground missile infrastructure” → single-party claim unless independently supported

“Tanker traffic through a chokepoint collapsed” → confirmed if supported by Reuters plus traffic data

“Leadership is considering a ceasefire” → high-confidence inference or unverified unless solidly corroborated

---

Standard Workflow

Step 1: Establish the situation frame

Before details, answer: 1. What phase is the conflict in? 2. What are the most important events in the last 48 hours? 3. Is the conflict escalating, stabilizing, or fragmenting? 4. Are there any real negotiation signals? 5. What spillover risks are already visible?

Build this first with Reuters + AP + official primary sources.

---

Step 2: Build a dated timeline

List at least 5–10 major events with:

exact date

what happened

why it matters

source confidence level

Format:

2026-03-05 — Israel signals a “second phase” focused on underground missile facilities.

Why it matters: target set shifts from visible assets to survivable strategic capacity. Status: reported by Reuters.

---

Step 3: Disaggregate actor goals

Always separate what each actor wants.

U.S. usually cares about

degrading opponent military capability

protecting forces and allies

maintaining deterrence credibility

avoiding politically costly quagmire

limiting oil-price and market damage

preserving coalition support

Israel usually cares about

maximizing long-term reduction of hostile capability

degrading missile, nuclear, proxy, and command networks

converting battlefield opportunity into strategic depth

Iran or similar regional state actors often care about

regime survival

preserving retaliatory capacity

raising cost on adversaries

using missiles, drones, proxies, and chokepoints asymmetrically

turning a military disadvantage into a political/economic endurance contest

Do not merge these into one “allied side” goal.

---

Step 4: Identify constraints

Prediction quality depends on knowing not just intent, but limits.

Check:

munitions stockpiles

air superiority status

survivability of underground assets

shipping chokepoint control

domestic political support

legislative constraints

coalition cohesion

proxy readiness

economic pressure

humanitarian blowback

---

Step 5: Forecast by time horizon

Never give one undifferentiated prediction blob.

Horizon A: next 24 hours

Look for:

immediate retaliatory patterns

strike tempo

naval incidents

emergency diplomacy

casualty shocks that change behavior fast

Horizon B: next 3–7 days

Look for:

campaign phase shifts

strikes on harder strategic targets

proxy front activation

widening to nearby states

backchannel mediation

Horizon C: next 2–6 weeks

Look for:

sustained limited war

negotiated freeze

regionalization

internal instability

strategic exhaustion

---

Forecast Template

For each forecast, use this structure:

Conclusion

Example:

“Over the next 3–7 days, the U.S. and Israel are likely to intensify strikes on hardened and underground missile infrastructure.”

Why this is plausible

List the supporting signals:

public rhetoric remains escalatory

evidence of air-access advantage

campaign messaging indicates a second phase

strategic logic favors reducing residual retaliatory capability

Constraints

List what could slow or limit this:

munitions expenditure

oil price pressure

domestic political pushback

escalation risk to shipping or bases

allied caution

Confirming signals to watch

more reporting on bunker-busting or underground target sets

repeated strikes on command-and-control nodes

expanded evacuation notices

intensified maritime protection operations

Disconfirming signals

public move toward talks

partial restoration of commercial shipping under de-escalation arrangements

legislative effort constraining operations

credible third-party mediation producing reciprocal restraint

---

End-State Forecasting

Do not write one cinematic ending. Use scenario trees.

Scenario 1: Limited-war advantage followed by ceasefire or frozen conflict

Typical signs:

one side achieves clear conventional military superiority

the other side is badly degraded but not collapsed

international pressure builds

both sides redefine victory politically

Scenario 2: Protracted regionalized conflict

Typical signs:

multiple proxy fronts remain active

shipping and energy disruption persist

strikes continue episodically

no side can impose a decisive settlement

Scenario 3: Internal regime or command-structure fracture

Typical signs:

decapitation or severe leadership disruption

fragmented control

growing elite splits

security apparatus inconsistency

rising uncertainty over strategic asset control

For each scenario:

assign rough probability

state why

state what would move probability up or down

---

Variables That Most Often Change the Outlook

Military variables

who owns the airspace

survivability of underground facilities

remaining missile inventory

maritime interdiction capability

resilience of command networks

Political variables

leadership rhetoric shifts

legislative constraints

coalition discipline

tolerance for casualties and economic pain

Economic variables

oil price trajectory

insurance and shipping disruption

domestic consumer price impact

sanctions tightening or leakage

Diplomatic variables

whether mediators are active

whether allies begin pressing for de-escalation

whether international watchdogs issue sharper warnings

whether a face-saving negotiation channel appears

---

Output Structure

Use this order:

1. One-sentence bottom line

Example:

“The conflict has moved into a deeper, more dangerous phase, and the near-term outlook favors continued escalation before any serious public ceasefire opening.”

2. Confirmed facts

Group into:

recent battlefield developments

political signaling

regional/economic spillover

3. Assessment

Explain:

what phase the conflict is in

which side currently has initiative

what each side is trying to achieve

what the key constraints are

4. Forecast

Split by:

next 24 hours

next 3–7 days

next 2–6 weeks

Within each, separate:

high probability

medium probability

low probability / high impact

5. End-state scenarios

At least three:

most likely

plausible alternative

lower-probability but high-risk

6. Watchlist

Give 3–7 indicators that would change the assessment fastest.

---

Common Failure Modes

Failure 1: repeating propaganda as fact

Fix:

attribute clearly

verify independently

downgrade confidence where needed

Failure 2: focusing only on kinetic events

Fix:

always include oil, shipping, politics, diplomacy, and humanitarian spillover

Failure 3: prediction without time horizon

Fix:

always separate near-term, short-term, and multi-week outlook

Failure 4: overconfidence

Fix:

use probability bands

include disconfirming evidence

show what would change your mind

Failure 5: actor-blending

Fix:

separate U.S., Israel, Iran, proxies, Gulf states, and other actors where relevant

---

Final Discipline Checklist

Before delivering, verify:

[ ] Facts and forecasts are clearly separated

[ ] Dates are concrete

[ ] Reuters / AP / primary sources form the backbone

[ ] Major claims are cross-checked

[ ] Single-party claims are labeled as such

[ ] Military, political, economic, and diplomatic dimensions are covered

[ ] Forecasts are time-boxed

[ ] End-state analysis uses scenarios, not one rigid ending

[ ] There is a watchlist of indicators that could change the view

[ ] Language is disciplined, not theatrical

---

One-line operating principle

Be slower than propaganda, but more accurate than hype.

List what could slow or limit this:

munitions expenditure

oil price pressure

domestic political pushback

escalation risk to shipping or bases

allied caution

Confirming signals to watch

more reporting on bunker-busting or underground target sets

repeated strikes on command-and-control nodes

expanded evacuation notices

intensified maritime protection operations

Disconfirming signals

public move toward talks

partial restoration of commercial shipping under de-escalation arrangements

legislative effort constraining operations

credible third-party mediation producing reciprocal restraint

---