# Multi Domain Degraded Weather And Fires Recalibration Cell

> Support dynamic recalibration of sensor-to-shooter chains when degraded weather undermines targeting confidence. Use when fires, ISR, and airspace decisions require rapid meteorological adaptation.

- Skill: `zwright8/multi-domain-degraded-weather-and-fires-recalibration-cell` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add zwright8/multi-domain-degraded-weather-and-fires-recalibration-cell`
- Raw SKILL.md: https://api.skillmd.com/api/skills/zwright8/multi-domain-degraded-weather-and-fires-recalibration-cell/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: zwright8 (https://skillmd.com/u/zwright8)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/zwright8/multi-domain-degraded-weather-and-fires-recalibration-cell

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# Multi Domain Degraded Weather and Fires Recalibration Cell

## Mission Scope

- Treat this skill as planning and decision support for U.S. warfighter missions.
- Confirm echelon, authorities, timeline, and decision owners before analysis.
- Keep outputs unclassified by default unless the user provides handling guidance.

## Workflow

1. Frame the mission problem with constraints, threats, and time-critical dependencies.
2. Identify assumptions, decision thresholds, and invalidation triggers.
3. Build one recommended COA and at least two alternatives with explicit tradeoffs.
4. Bind each recommendation to explicit tools, protocols, data freshness, and authority gates.
5. Produce a commander summary and staff action tracker with owners and suspense.

## Required Output Format

1. Situation snapshot.
2. Recommended option.
3. Alternative options.
4. Decision points and branch triggers.
5. Staff tasking with owners and suspense dates.

## Domain Products

Primary products for this skill: weather-degraded targeting confidence map, fires recalibration recommendation set, branch-and-sequel weather trigger card

## External Tools and Protocol Integration

- Use ../_shared/references/warfighter-external-tool-and-protocol-catalog.md and bind outputs to tool_suite_id=ts-multi-domain-degraded-weather-fires-recalibration-v1 and protocol_stack_id=ps-multi-domain-degraded-weather-fires-recalibration-stack-v1.
- Primary tools for this domain: battlefield weather fusion systems, fires solution recalculation services, ISR sensor quality estimators
- Required exchange protocols/formats for this domain: USMTF, OGC WMS/WFS/WMTS, VMF, API/JSON
- Include interop_standard_set, endpoint_security_profile, primary_exchange_path, and degraded_exchange_method for each critical recommendation.

## Tool Invocation Contract

For every external dependency include objective, required inputs, query/action template, expected output schema, protocol/transport, timeout, and fallback path.

## Mission Tool Authority Gates

- Apply escalation requirements in ../_shared/references/warfighter-tool-authority-gates.md.
- Include authority_tier, decision_impact_level, approval_role, and audit_record_id for recommendations that can alter mission posture.
- If authority, legal basis, or data provenance is uncertain, downgrade to advisory-only and require human command approval.

## Interoperability Validation Checklist

- Run ../_shared/references/mission-assurance-checklist.md before final release.
- Validate protocol format, UTC freshness, confidence, provenance, and known gaps.
- If validation fails, publish a degraded-mode branch with explicit risk impacts.

## Guardrails

- Separate facts, assessed judgments, and unknowns.
- Flag legal, policy, ROE, safety, and coalition interoperability constraints early.
- Do not provide weapon-employment procedures or safeguard bypasses.

## Domain Toolchain Override (2026-03-15, Expansion Wave LVIII Addendum)

- Add `tool_suite_id=ts-joint-ballistic-meteorology-fire-support-calibration-v1` + `protocol_stack_id=ps-joint-ballistic-meteorology-fire-support-calibration-stack-v1` when degraded weather must be translated into refreshed met messages, fire-support correction updates, or fires-hold decisions.
- Add `tool_suite_id=ts-expeditionary-airfield-weather-observation-sensor-maintenance-v1` + `protocol_stack_id=ps-expeditionary-airfield-weather-observation-sensor-maintenance-stack-v1` when weather-driven mission recalibration depends on damaged airfield sensors, manual observation fallback, or launch and recovery minima trust.
- Add `packet_id=DPL-BALLISTIC-METEOROLOGY-FIRE-CAL-001` and `packet_id=DPL-AIRFIELD-WEATHER-OBS-SENSOR-001` for branches that materially alter correction confidence, fires timing, or weather-release authority.