AGENT SKILL

aquaculture-quality-audit

Audit the quality of fish farm manager work in lakes, coastal sites and fish farms and drive measurable improvement. TRIGGERS - Use when a fish farm manager needs a quality audit 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-quality-audit
license
MIT
version
1
category
Aquaculture
description
Audit the quality of fish farm manager work in lakes, coastal sites and fish farms and drive measurable improvement. TRIGGERS - Use when a fish farm manager needs a quality audit for seafood buyers and processors in lakes, coastal sites and fish farms.

03 SKILL.md 正文

Quality Audit — Aquaculture

Audit the quality of fish farm manager work in lakes, coastal sites and fish farms and drive measurable improvement. The deliverable is an audit report with scores, evidence and an improvement plan. 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 an audit report with scores, evidence and an improvement plan.
  • 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 the audit sample and criteria up front, anchored to growth rates and the standards for lakes, coastal sites and fish farms
  2. Step 2 - Review a sample of stock records and observe practice where permitted, scoring consistently
  3. Step 3 - Separate isolated errors from patterns — patterns point to system fixes, not individual blame
  4. Step 4 - Report findings with evidence, and agree improvement actions that address the root causes, including disease outbreaks in stock
  5. Step 5 - Re-audit after the agreed interval and publish the change in scores so improvement is visible

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 an audit report with scores, evidence and an improvement plan, 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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