AGENT SKILL

aquaculture-metrics-review

Track, interpret and act on the outcome metrics that matter for a fish farm manager. TRIGGERS - Use when a fish farm manager needs a metrics & outcomes review for seafood buyers and processors in lakes, coastal sites and fish farms.

License 许可
MIT
最近更新
2026-11-09
Stars
★ 38
Forks
5

01 前言 Front Matter

name
aquaculture-metrics-review
license
MIT
version
1
category
Aquaculture
description
Track, interpret and act on the outcome metrics that matter for a fish farm manager. TRIGGERS - Use when a fish farm manager needs a metrics & outcomes review for seafood buyers and processors in lakes, coastal sites and fish farms.

03 SKILL.md 正文

Metrics & Outcomes Review — Aquaculture

Track, interpret and act on the outcome metrics that matter for a fish farm manager. The deliverable is a metrics dashboard definition and an interpretation/action review. This skill is written for a fish farm manager working with seafood buyers and processors in lakes, coastal sites and fish farms.

When to use

  • You are a fish farm manager preparing, delivering or reviewing this part of your work in lakes, coastal sites and fish farms.
  • You need a defensible, repeatable approach that produces a metrics dashboard definition and an interpretation/action review.
  • A colleague, auditor or client asks how this was done and what evidence supports it.

Key Concepts

Term Meaning
Biomass the total weight of stock in a system
Fallowing leaving a site empty between production cycles to reduce disease
Grading sorting fish by size

Workflow

  1. Step 1 - Define each metric precisely — start with growth rates — including source data in stock records and collection method
  2. Step 2 - Set review cadence and comparison baselines so trends, not single data points, drive decisions
  3. Step 3 - Investigate movements before celebrating or panicking: check data quality, case mix and one-off causes
  4. Step 4 - Link metric movements to practice changes and to risks such as disease outbreaks in stock; test one change at a time where possible
  5. Step 5 - Report results honestly to stakeholders in lakes, coastal sites and fish farms, including where outcomes fell short and what changes

Profession-Specific Components

Component Details for Aquaculture
Core documentation stock records; feeding logs; water quality results; harvest plans
Core tools & equipment feeding systems; water quality sensors; cages and tanks; grading equipment
People involved seafood buyers and processors; the fish farm manager; colleagues and other services in lakes, coastal sites and fish farms
Primary record stock records — keep it current, dated and attributable

Output Format

Context: [Situation in lakes, coastal sites and fish farms] | Objective: [What this must achieve] | Audience: [seafood buyers and processors and other stakeholders]

The finished output is a metrics dashboard definition and an interpretation/action review, structured as:

  1. Summary of position and evidence
  2. Detail, following the workflow above
  3. Decisions, actions, owners and dates
  4. Review point and escalation route

Action Plan

  1. Immediate: Confirm scope, consent and the evidence available in stock records.
  2. Short-term: Complete the workflow steps and record outcomes against growth rates.
  3. Medium-term: Review results, close actions, and update local procedures in lakes, coastal sites and fish farms.

Success Metrics

Metric Target Method
growth rates Agree a local target and track the trend Measured from stock records and reviewed on a set cycle
survival rates Agree a local target and track the trend Measured from stock records and reviewed on a set cycle
feed conversion Agree a local target and track the trend Measured from stock records and reviewed on a set cycle
water quality compliance Agree a local target and track the trend Measured from stock records and reviewed on a set cycle

Guardrails & Quality Checks

  • Never let this happen: disease outbreaks in stock.
  • Never let this happen: escapes into the wild.
  • Never let this happen: water quality crashes.
  • Work only within the competence and authority of a fish farm manager; escalate or refer anything beyond it.
  • Record facts and observations, not speculation, and keep records confidential to lakes, coastal sites and fish farms's rules.
  • Verify names, dates, figures and measurements twice before anything is issued or signed off.
  • Use only real, verified information from the case in hand — never invent results, credentials or evidence.

Example (illustrative)

A fish farm manager in lakes, coastal sites and fish farms applies this workflow for seafood buyers and processors: they open stock records, work through the five steps using feeding systems, and close by recording the outcome against growth rates and agreeing the next review date. (Illustrative example only — replace with the real details of the case in hand.)

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