Your playbooks as a skill file — not a chat prompt.
Some work is deterministic: same input, same steps, same output. That belongs in n8n, not a model. Other work needs judgment: triage a message, draft in your tone, research and pull what matters. That’s where a custom Claude skill earns its keep.
We encode your playbooks — criteria, tone, edge cases, escalate rules — into a real skill file your team can open, edit, and own. Output should be something you’d sign, not rewrite from scratch.
Half the value is saying when you don’t need a model. Looking like judgment often hides a handful of rules. Looking simple can hide ambiguity a script would get wrong every time.
Rules vs judgment, in practice
Same input → same output. Status checks, field copies, scheduled nudges. Belongs in n8n or a script — faster, cheaper, predictable.
Tone, triage, edge cases, “which playbook applies?” That’s a Claude skill — encoded criteria, not a vague chat prompt.
Most real jobs need both. We put the model only where ambiguity lives.
When Claude vs when n8n
Task → rules? → n8n. Judgment? → Claude skill. Wire them together when both apply.
- 01TaskWhat keeps happening
- 02Rules?Same in → same out
- 03n8nDeterministic path
- 04Judgment?Tone, triage, edges
- 05SkillPlaybook-aware assist
What you actually get: a skill file
Illustrative sample — not a client file. Same Claude Agent Skill format we hand over: frontmatter + playbook, editable source.
---
name: support-triage
description: >
Triage inbound support messages using this team's urgency rules,
categories, and escalate-when-unsure policy. Use when a new message
arrives and needs a first-pass label before a human.
---
# Support triage
You label inbound support messages. You do not invent policy.
You do not guess when the playbook is unclear — you escalate.
## Output (JSON only)
```json
{
"urgency": "p1 | p2 | p3",
"category": "billing | access | bug | how-to | other",
"playbook": "string — which internal playbook applies",
"rationale": "one short sentence a human can challenge",
"escalate": true
}
```
## Urgency rules
- **p1** — service down for a paying account, or data loss risk
- **p2** — blocked on a job with a deadline today
- **p3** — everything else that can wait in the queue
## Escalate (set escalate: true) when
- Message mixes billing + legal / threat language
- Account ID is missing and cannot be inferred safely
- Tone is hostile and a human should reply first
- None of the categories fit without stretching
## Do not
- Draft a customer reply in this skill
- Change urgency to "sound helpful"
- Invent a playbook name that is not on the list
Anatomy of a skill that ships
Name and description for discovery. Instructions for the job. Escalate rules so it doesn’t guess when it shouldn’t.
Structured output your workflow can route on — with a rationale a human can challenge
Ambiguous, hostile, or missing IDs — escalate: true, no invented policy
When this makes sense
A skill can sit alone for someone to run, or as one step inside a larger n8n workflow. We scope which parts need judgment vs plain automation.
When context matters — tickets, account history, prior decisions — we wire it in so answers aren’t generic.
You get the skill source (SKILL.md and related files), not a black-box prompt buried in a chat thread.
Illustrative pilot · not a named client
Support triaged every inbound for urgency, category, and playbook — a script kept missing edge cases. We built a Claude skill on their real criteria and past decisions, wired into the inbox flow: routine routes auto, ambiguous ones surface. Time to first response dropped by more than half.
This sounds like you if
- Someone spends real time triaging messages or docs daily
- A first draft takes longer to produce than to review
- Recurring research follows the same method but still burns hours
- Generic AI doesn’t follow your standards
- You’re unsure if the task needs a model or a script — and want an honest call
What you get
- Session to map the real playbook
- Fixed-price skill, tested on your examples
- Honest split: skill vs plain workflow
- Docs on what it does and doesn’t handle
- Source files handed over — editable SKILL.md
- Workflow integration when that’s where it lives
Questions about claude custom skills
Your playbook is encoded in a skill file — criteria, tone, edge cases — and it can run inside a workflow without someone prompting by hand each time.
Yes. You get the SKILL.md (and any supporting files) at handoff. It’s yours to edit, version, and extend — same as workflow exports on an n8n build.
Access scoped to what the skill needs, per your rules. See our privacy policy for how we treat client data.
We’ll tell you. Rule-based work is faster and cheaper as a script or n8n flow. We’d rather ship the right thing.
You get a working skill plus how it was built. Refine on retainer with us or with any team that understands Claude skills.
Claude Agent Skill format: a SKILL.md with frontmatter (name, description) plus the instructions your playbook needs. Open, readable, versionable.
Want this scoped for your stack?
Fixed-price proposal after a short discovery call — no open-ended retainers to start.