Agent skill
operator-pass
Operator Pass API skill for Claude Code.
Filed under Outbound email.
From JMC-Go-to-market/claude-operator-pass · 5 skill entries · 3 · pushed 2026-10-05
What it does when it runs
Operator Pass API skill for Claude Code. Wraps the JMC tools API at api.jaymountconsulting.com/v1/tools/<slug> for cross-runtime agent use — Cold Email Linter, EVP Generator, Pipeline Calculator, GEO Visibility Audit, Competitive Teardown, Paid Media Teardown, Blended GTM Dashboard, and 15 more multi-input modelers and generators. Bring your own Operator Pass API key (env var OPERATOR_PASS_API_KEY); subscribe at jaymountconsulting.com/operator-pass. Triggers on: "lint this cold email", "generate an EVP via API", "run the pipeline calculator", "GEO audit", "competitive teardown", "operator pass tool", "JMC API", "subscription tool", "agent-callable tool".
Automated analysis of the skill and the 0 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.
- Keys and connectors you must supply
- OPERATOR_PASS_API_KEY
- Hosts it reaches
- api.jaymountconsulting.com
- jaymountconsulting.com
- Tool permissions it declares
- Read
- Bash
- WebFetch
- -
- Write
- Actions present in the files
- shellnetwork
Ask about operator-pass
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Install it
View source on GitHub ↗git clone --depth 1 --filter=blob:none --sparse https://github.com/JMC-Go-to-market/claude-operator-pass.git /tmp/claude-operator-pass git -C /tmp/claude-operator-pass sparse-checkout set "operator-pass" mkdir -p ~/.claude/skills/operator-pass cp -R "/tmp/claude-operator-pass/operator-pass/." ~/.claude/skills/operator-pass/
Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗
Or take the whole library
This repo ships a .claude-plugin manifest, so Claude Code can install all 5 skills at once. Plugin skills are invoked as /<plugin>:<skill>, so they never collide with your own.
/plugin marketplace add JMC-Go-to-market/claude-operator-pass /plugin
The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.
Before you install: this skill will not complete its job on a bare agent. It needs OPERATOR_PASS_API_KEY, which you have to obtain separately.
The skill
Source on GitHub ↗Reproduced in full from JMC-Go-to-market/claude-operator-pass/blob/8ccb952703caddb360447ac404193bc34f550789/operator-pass/SKILL.md, which is licensed MIT (skill frontmatter). 866 words, 18 headings.
Operator Pass — API Skill
Wraps the JMC tools API for use inside any Claude Code agent — or any MCP-aware runtime. Each tool is a server-side, schema-validated, real-result endpoint (not a prompt). Use them in your Claude / Cursor / Codex / Gemini flows the same way you'd use a built-in tool.
Bring your own key
This skill calls the JMC API. You need an active Operator Pass subscription and an API key, exposed via env var:
export OPERATOR_PASS_API_KEY="jmc_live_..."
The skill detects a missing or invalid key and tells the user how to subscribe:
→ Get an API key at https://jaymountconsulting.com/operator-pass
No key, no calls. The skill won't call the API anonymously.
Quick reference
| Slash | What it does |
|---|---|
/operator-pass | Interactive — detect intent, route to a tool |
/operator-pass list | List all available tools + their input schemas |
/operator-pass call <slug> | Call a specific tool with JSON inputs |
/operator-pass status | Check API key validity + remaining quota |
Available tools (current catalog)
The JMC tools API exposes 22+ multi-input modelers, generators, and auditors. Each one is server-side, schema-validated, and returns structured JSON (not LLM-narrated prose).
Outbound + cold email
| Tool slug | What it does |
|---|---|
cold-email-linter | Per-email score + line-level rewrite recommendations |
linkedin-post-critic | Critique + 3 register-varied rewrites |
linkedin-hook-grader | First-line hook scoring across 5 archetypes |
nurture-sequence-planner | 5-email nurture stream with route-to-sales triggers |
Foundation + targeting
| Tool slug | What it does |
|---|---|
evp-generator | Schwartz-awareness EVP variants by tier |
evp-brief-generator | Structured 3-tier EVP brief |
persona-from-crm | CSV → AI clusters → PSPs per cluster |
offer-lever-scorer | 5-lever offer score + rewrite |
buyer-journey-mapper | ICP+pains → 5-stage Schwartz template |
Demand + content
| Tool slug | What it does |
|---|---|
geo-visibility | URL → 5-dim AI-visibility score + ranked fixes |
competitive-teardown | URL → 6-bullet positioning teardown |
paid-media-teardown | 5-lever ad creative teardown |
ad-creative-scorer | Score against the JMC creative framework |
pricing-page-lab | Tiers + decoy → rendered mock + rationale |
Revenue + math
| Tool slug | What it does |
|---|---|
cohort-economics-modeler | LTV/payback/cohort contribution + verdict |
channel-matrix-scorer | Volume × ACV × Accessibility ranker |
blended-gtm-dashboard | 11-slider dashboard, marquee modeler |
gtm-architecture-diagrammer | Canvas + AI coherence audit |
(Full catalog + per-tool input schema at runtime via /operator-pass list.)
Workflow
1. Validate the API key
On first call, validate:
curl -s https://api.jaymountconsulting.com/v1/me \
-H "Authorization: Bearer $OPERATOR_PASS_API_KEY"
If 401 or 403, surface:
Your Operator Pass API key is missing / expired / invalid. Get or renew at https://jaymountconsulting.com/operator-pass.
2. Route to the right tool
Detect intent from the user's request:
| User says | Route to |
|---|---|
| "Lint this cold email" | cold-email-linter |
| "Critique this LinkedIn post" | linkedin-post-critic |
| "Generate an EVP" | evp-generator |
| "Build an EVP brief" | evp-brief-generator |
| "GEO audit on <URL>" | geo-visibility |
| "Competitive teardown of <URL>" | competitive-teardown |
| "Run the pipeline math" | blended-gtm-dashboard |
| "Score this ad creative" | ad-creative-scorer |
If intent is ambiguous, ask one clarifying question. Don't list tools unless the user asks.
3. Gather the inputs per tool schema
Each tool publishes its input schema at:
GET https://api.jaymountconsulting.com/v1/tools/<slug>/schema
Fetch the schema, validate the user's inputs against it, and ask for any missing required fields.
4. Call the tool
curl -s -X POST "https://api.jaymountconsulting.com/v1/tools/<slug>" \
-H "Authorization: Bearer $OPERATOR_PASS_API_KEY" \
-H "Content-Type: application/json" \
-d '<inputs>'
5. Surface the result
Each tool returns structured JSON. Pretty-print the result, then offer "the next step" — usually:
- For audit tools (
geo-visibility,cold-email-linter,competitive-teardown): "Want me to draft the fix for the top issue?" - For generator tools (
evp-generator,nurture-sequence-planner): "Want me to A/B test these variants against your existing copy?" - For modeler tools (
blended-gtm-dashboard,cohort-economics-modeler): "Want me to run a sensitivity analysis on the top 2 levers?"
Sub-skills
skills/operator-pass-call— invoke a specific tool by slugskills/operator-pass-list— list available tools + schemas
Rate limits + costs
Each tool's API cost is included in your Operator Pass subscription. Per-tool rate limits and any per-call cost are documented at:
→ https://jaymountconsulting.com/operator-pass/api
The skill respects rate-limit headers and tells the user when they're throttled.
Plugs into
Pairs especially well with:
- claude-cold-email —
cold-email-lintervalidates drafts;linkedin-hook-graderscores hooks - claude-psp —
persona-from-crmclusters real prospect data into PSPs - claude-evp —
evp-generatorproduces variants;evp-brief-generatorproduces full briefs
The free framework skills give you the methodology. The API gives you the deterministic execution layer.
Operator Pass
Operator Pass is the all-access subscription to:
- The full Compounding Engine course catalog (27 courses, 4 modules)
- The 22-tool API (this skill wraps it)
- Weekly office hours with Jay
Other skills for the same job
Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.
- email-humanizer-pass by rasulshaikh · 0
Need help setting it up?
This page tells you what operator-pass does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.
Book a call →The directory stays free. There is nothing gated behind this.