Claude Skill

service-level-management

Defines and manages service levels — setting targets that reflect what customers need, measuring honestly, and handling breaches. Use this to write or negotiate an SLA, decide what to measure and at what threshold, respond to a missed service level, or work out why a service that

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Full trust report

Download cbrock84-headcount-plugins_operations_skills_service-level-management-98d1c17.zip · 2 KB
Part of cbrock84/headcount — 160 skills

Install

skills CLI npx skills add https://github.com/cbrock84/headcount/tree/main/plugins/operations/skills/service-level-management
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install cbrock84-headcount@llmmart
Git git clone https://github.com/cbrock84/headcount.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole cbrock84/headcount collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

Service level management

A service level is a promise with a number attached. The number is the easy part; choosing what to measure is where these go wrong.

Measure what the customer feels

The characteristic failure is a service meeting every target while customers are angry. It happens when the measure is chosen for availability of data rather than relevance:

  • Uptime that excludes degraded operation. Technically up and unusably slow is down.
  • Response time instead of resolution time. An instant acknowledgment that resolves nothing measures the autoresponder.
  • Averages instead of percentiles. A mean hides the tail, and the tail is who complains. Commit at p95 or p99, not the mean.
  • Measurement from inside your own perimeter, which excludes the part of the path the customer actually traverses.

Set targets you would fund

A target is a spending decision. Each added nine costs disproportionately more than the last, so the question is never "what would be good?" but "what is the gap worth to the customer, and does it exceed what closing it costs?"

Set the internal objective tighter than the external commitment. The gap between them is your warning margin; without it, the first thing you learn about a breach is the breach.

Write them so both sides can tell

An unmeasurable clause is a future dispute. Every service level needs: what is measured, where it is measured from, how it is calculated, what is excluded, over what window, and what happens when it is missed.

Exclusions are the substance — planned maintenance, force majeure, customer-caused failures, dependencies outside your control. Vague exclusions get read narrowly when it matters. For anything with contractual teeth, legal-risk:contract-review owns the remedy language; this skill owns whether the number is achievable.

When you breach

Say so before the customer does. A breach reported by the provider with a cause and a fix costs far less trust than one the customer discovers and raises.

Then separate the incident from the pattern. One breach is an incident, handled by customer-experience:escalation-management. Repeated breaches of the same target mean the target was never fundable — renegotiate it honestly rather than continuing to miss it.

Sources

references/sources.md in this skill lists the outside authorities that settle the questions here — what each one is authoritative for, and what you may do with it. Check them before answering on anything they cover, and cite what you used. Most are free to read and not free to reproduce; the use note on each is binding.

Never

  • Commit to a level you have not measured yourself achieving for a sustained period.
  • Report availability on a mean when the customer experiences the tail.
  • Agree an SLA whose exclusions are undefined.
  • Let a target stand that you have missed repeatedly without either funding it or renegotiating it.
Files (headcount)
  • references
    • sources.md 992 B
      # Sources — `operations:service-level-management`
      
      <!-- Generated by scripts/build-sources.py from sources/*.toml. Do not edit. -->
      
      Check these before answering on anything they cover, and cite what you used. The use note on each one is binding: most of what a professional cites is free to read and not free to reproduce.
      
      ## Interagency Guidance on Third-Party Relationships: Risk Management
      
      Federal Reserve, FDIC and OCC · US · public domain (US government) — quote freely
      
      <https://www.federalreserve.gov/newsevents/pressreleases/bcreg20230606a.htm>
      
      **Authoritative for:** What due diligence, contract terms, monitoring and termination planning a vendor relationship requires, scaled to how critical it is. The clearest published statement of the lifecycle, and the one regulated buyers will hold you to.
      
      ---
      
      Sources are maintained in `sources/` upstream, not here. If one is wrong, out of date, or missing, fix it there — this file is regenerated and an edit to it is lost.
      
  • SKILL.md 3.3 KB
    ---
    name: service-level-management
    description: Defines and manages service levels — setting targets that reflect what customers need, measuring honestly, and handling breaches. Use this to write or negotiate an SLA, decide what to measure and at what threshold, respond to a missed service level, or work out why a service that meets its targets still has unhappy customers.
    ---
    
    # Service level management
    
    A service level is a promise with a number attached. The number is the easy part; choosing what to
    measure is where these go wrong.
    
    ## Measure what the customer feels
    
    The characteristic failure is a service meeting every target while customers are angry. It happens
    when the measure is chosen for availability of data rather than relevance:
    
    - **Uptime that excludes degraded operation.** Technically up and unusably slow is down.
    - **Response time instead of resolution time.** An instant acknowledgment that resolves nothing
      measures the autoresponder.
    - **Averages instead of percentiles.** A mean hides the tail, and the tail is who complains. Commit
      at p95 or p99, not the mean.
    - **Measurement from inside your own perimeter**, which excludes the part of the path the customer
      actually traverses.
    
    ## Set targets you would fund
    
    A target is a spending decision. Each added nine costs disproportionately more than the last, so the
    question is never "what would be good?" but "what is the gap worth to the customer, and does it
    exceed what closing it costs?"
    
    Set the internal objective tighter than the external commitment. The gap between them is your
    warning margin; without it, the first thing you learn about a breach is the breach.
    
    ## Write them so both sides can tell
    
    An unmeasurable clause is a future dispute. Every service level needs: what is measured, where it is
    measured from, how it is calculated, what is excluded, over what window, and what happens when it is
    missed.
    
    Exclusions are the substance — planned maintenance, force majeure, customer-caused failures,
    dependencies outside your control. Vague exclusions get read narrowly when it matters. For anything
    with contractual teeth, `legal-risk:contract-review` owns the remedy language; this skill owns
    whether the number is achievable.
    
    ## When you breach
    
    Say so before the customer does. A breach reported by the provider with a cause and a fix costs far
    less trust than one the customer discovers and raises.
    
    Then separate the incident from the pattern. One breach is an incident, handled by
    `customer-experience:escalation-management`. Repeated breaches of the same target mean the target was
    never fundable — renegotiate it honestly rather than continuing to miss it.
    
    ## Sources
    
    `references/sources.md` in this skill lists the outside authorities that settle the questions
    here — what each one is authoritative for, and what you may do with it. Check them before
    answering on anything they cover, and cite what you used. Most are free to read and not free
    to reproduce; the use note on each is binding.
    
    ## Never
    
    - Commit to a level you have not measured yourself achieving for a sustained period.
    - Report availability on a mean when the customer experiences the tail.
    - Agree an SLA whose exclusions are undefined.
    - Let a target stand that you have missed repeatedly without either funding it or renegotiating it.
    

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