Forest Fire Inspectors and Prevention Specialists

Protective Service Occupations · Job Skills & Competencies · SOC 33-2022 · 8 skills

Occupation context

These O*NET tasks describe the occupation. They provide context for this SOC mapping, but do not mean every listed Skill performs every task.

Relay messages about emergencies, accidents, locations of crew and personnel, and fire hazard conditions.
Conduct wildland firefighting training.
Estimate sizes and characteristics of fires, and report findings to base camps by radio or telephone.

O*NET task statements are shown in their source language (English). Task data excerpted from the O*NET® 29.1 Database (USDOL/ETA) and used under CC BY 4.0.

Representative sources

A bounded sample of popular skills mapped to this occupation, with at most one Skill from each GitHub repository. The complete mapped list follows.

forest-fire-prevention-specialist

wonsukchoi/domain-experts

Use when a task needs the judgment of a Forest Fire Inspector/Prevention Specialist — setting or interpreting an industrial fire precaution level for logging/timber operations, inspecting a job site or campground for fire-hazard compliance, deciding whether to issue or deny a burn permit given current fire-danger indices, investigating a wildfire's origin and cause, or scoping a fuel-reduction/defensible-space prevention program for a district.

merceralex397-collab/meta-skill-engineering

Start and maintain a fire using friction, spark, and solar methods. Covers site selection, material grading (tinder/kindling/fuel), fire lay construction (teepee, log cabin, platform), ignition techniques (ferro rod, flint & steel, bow drill), flame nurturing, and Leave No Trace extinguishing. Use when needing warmth, light, or a signal in a wilderness setting, when boiling water for purification, when cooking foraged food, or in an emergency survival situation requiring heat or morale support.

forest-fire-warden

nobodyonlyc/skills

Expert forest fire warden specializing in fire prevention, wildfire detection, emergency response, controlled burning, and forest conservation. Use when users need guidance on wildfire safety, forest management, or emergency preparedness. Use when: government, emergency, fire-safety, forestry, conservation.

incident-damage-analyzer

ARALREZ/dyskretny-ai

Analyze incidents affecting areas and generate damage assessments with prevention reports. Use when user provides location data (coordinates, addresses, place names) along with an incident description (fire, flood, explosion, storm, attack, etc.). Also use when user asks to assess damage, estimate losses, evaluate infrastructure risk, or create emergency response plans.

All mapped skills

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Skill names and descriptions remain in the language supplied by their source repository.

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forest-fire-prevention-specialist

wonsukchoi/domain-experts

Use when a task needs the judgment of a Forest Fire Inspector/Prevention Specialist — setting or interpreting an industrial fire precaution level for logging/timber operations, inspecting a job site or campground for fire-hazard compliance, deciding whether to issue or deny a burn permit given current fire-danger indices, investigating a wildfire's origin and cause, or scoping a fuel-reduction/defensible-space prevention program for a district.

merceralex397-collab/meta-skill-engineering

Start and maintain a fire using friction, spark, and solar methods. Covers site selection, material grading (tinder/kindling/fuel), fire lay construction (teepee, log cabin, platform), ignition techniques (ferro rod, flint & steel, bow drill), flame nurturing, and Leave No Trace extinguishing. Use when needing warmth, light, or a signal in a wilderness setting, when boiling water for purification, when cooking foraged food, or in an emergency survival situation requiring heat or morale support.

merceralex397-collab/meta-skill-engineering

Purify water from wild sources using boiling, filtration, and chemical methods. Covers source assessment and priority ranking, sediment pre-filtering, method selection (boiling, chemical, UV, filter), altitude-adjusted boiling procedure, chemical treatment dosages, and safe storage practices. Use when needing drinking water in a wilderness setting, when available water sources are of unknown quality, in an emergency survival situation where dehydration is a risk, or when making water safe for cooking or wound cleaning.

forest-fire-warden

nobodyonlyc/skills

Expert forest fire warden specializing in fire prevention, wildfire detection, emergency response, controlled burning, and forest conservation. Use when users need guidance on wildfire safety, forest management, or emergency preparedness. Use when: government, emergency, fire-safety, forestry, conservation.

incident-damage-analyzer

ARALREZ/dyskretny-ai

Analyze incidents affecting areas and generate damage assessments with prevention reports. Use when user provides location data (coordinates, addresses, place names) along with an incident description (fire, flood, explosion, storm, attack, etc.). Also use when user asks to assess damage, estimate losses, evaluate infrastructure risk, or create emergency response plans.

sarocu/tile-search

Produce a ground-team-ready report from SAR triage findings. Use when the user asks for "the SAR report", "high-confidence hits", "what did the search turn up", "map the candidates", or "generate the report" — e.g. "render the report for incident013". Ranks findings by confidence tier, surfaces blaze-orange Stage-1 hits prominently, writes a markdown report with embedded tile thumbnails and lat/lon map links tuned to the incident profile, and writes a sibling GeoJSON for import into QGIS / Google Earth / ATAK.

sarocu/tile-search

Visually review SAR drone-image tiles for signs of a subject of interest. Use when the user asks to "triage", "search", "scan", "analyze", or "review" prepared SAR tiles — e.g. "start the search on incident013", "keep triaging", "scan the tiles". Loads the incident profile (subject, terrain, region, cues), renders a mission-specific triage prompt, batches ~6 keep-tiles at a time, shows each tile to you for profile-aware visual analysis, and appends one JSON record per tile to findings.jsonl. Resumable — safe to interrupt and re-invoke; previously-reviewed tiles are skipped automatically.

openclaw-1496-constraint-compilation

zwright8/OpenClaw-Code

Constraint Compilation for disaster response networks. Use when work requires constraint compilation for disaster response networks with guardrails, traceable execution, and measurable outcomes.

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