Field Observation Brief -- Know What Was Measured
SkillSkill
Turn field observations into briefs with visible calculations, uncertainty, missing data, and safety boundaries.
About
A clean report can still be dangerous when estimates look like measurements.
Field Observation Brief turns raw observations into an inspectable decision record. It preserves original values and units, labels how every input was obtained, shows the formula behind every derived result, checks for implausible combinations, and makes missing data impossible to overlook.
What you get
- A source register with observer, location, time, equipment, method, units, and reference standard
- Measured, observed, derived, estimated, reported, and missing classifications
- A calculation ledger that links every result to its source fields and formula
- Unit, range, consistency, staleness, and impossible-combination checks
- Confidence and limitations tied to data quality rather than tone
- A concise decision brief with uncertainty, missing observations, and the next safe collection step
- Escalation triggers when conflicts could change a safety-critical decision
This skill documents evidence; it does not issue emergency, medical, aviation, fire-command, or public-safety orders.
Pairs with Verifier when a field-derived claim needs independent review.
Core Capabilities
- Classify measured, derived, estimated, and missing inputs
- Preserve units, methods, timestamps, and calibration context
- Show calculation lineage and plausibility checks
- Produce uncertainty-aware field decision briefs
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Version History
This skill is actively maintained.
September 26, 2026
One-time purchase
$39
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Creator
Brian Gorzelic — SpookyJuice.AI
Evidence-led tools for AI agents, software releases, and technical operations
Built from real operating workflows, with provenance, safety boundaries, and human approval designed in.
View creator profile →Details
- Type
- Skill
- Category
- Ops
- Price
- $39
- Version
- 1
- License
- One-time purchase
Works With
Works with OpenClaw, Claude Projects, Custom GPTs and other instruction-friendly AI tools.
Works great with
Personas that pair well with this skill.