claude-operator-pass

Replace a $30K analyst-tool subscription stack with one Operator Pass subscription — wrap the JMC tools API for any agent runtime.

The deterministic execution layer for the JMC framework. Cold Email Linter, EVP Generator, Pipeline Calculator, GEO Visibility Audit, Competitive Teardown, Paid Media Teardown, and 16+ more — all server-side, schema-validated, real-result endpoints (not prompts).

Subscriber-gated. Bring your own Operator Pass API key.

License: MIT GitHub stars Sub-skills Scripts BYO API key

What it does

graph TB
    A["/operator-pass"] --> B{Kickoff: state check}
    B -->|No key| C[Show subscribe link]
    B -->|Key + no config| D[Onboarding]
    B -->|Ready| E[Call / List / Schema]
    E --> F[op_api.py<br/>script]
    F --> G[JMC API<br/>22+ tools]

    style C fill:#1a1a2e,stroke:#cc4714
    style F fill:#1a1a2e,stroke:#00d4ff

The 4 sub-skills

Sub-skill What it does
operator-pass-kickoff Adaptive router — checks env var + key validity + brand-config + quota
operator-pass-onboarding First-run setup → validates key, fetches catalog, captures preferred tools + failure handling
operator-pass-call Invoke a specific tool by slug — validates inputs against the schema before calling
operator-pass-list Live catalog list with slugs + descriptions + per-tool schemas

The deterministic script

Script Job
scripts/op_api.py Zero-dep Python client. Validates OPERATOR_PASS_API_KEY. Handles 401/402/429/5xx per brand-config rules. Sub-commands: whoami, list, schema <slug>, call <slug> --input <json>.

Verified:

  • Without API key → graceful error + subscribe URL, exit 2
  • With key → validates against /me, fetches catalog, groups by category

The 3-tier config

brand-config.json   ← API URL + key env var + cache TTLs + preferred tools + quota threshold
SOUL.md             ← Won't-call list + failure handling preferences + quota awareness
AGENTS.md           ← Never call anonymously, never fabricate results, never retry 401/402

Install

Claude Code

/plugin marketplace add cmj-hub/claude-operator-pass
/plugin install operator-pass

One-line install

curl -fsSL https://raw.githubusercontent.com/cmj-hub/claude-operator-pass/main/install.sh | bash

Setup

# 1. Subscribe + get API key
open https://jaymountconsulting.com/operator-pass

# 2. Set the env var
export OPERATOR_PASS_API_KEY="op_live_..."

# 3. Run onboarding
# (in Claude Code)
> /operator-pass

Usage

> Lint this cold email: [paste]

→ Routes to operator-pass-call → fetches cold-email-linter schema → validates inputs → POSTs to API → pretty-prints structured response.

> What tools are available?

→ Routes to operator-pass-list → fetches live catalog (cached 5 min) → groups by category.

> /operator-pass status

→ Shows API key validity + plan + quota + recent calls + cache state.

Available tools (live catalog)

The catalog is fetched live, so this list is always current. As of v0.2.0 the API exposes 22+ tools across 4 categories:

Outbound

  • cold-email-linter — Per-email score + line-level rewrite
  • linkedin-post-critic — Critique + 3 rewrites
  • linkedin-hook-grader — First-line hook scoring
  • nurture-sequence-planner — 5-email nurture stream

Foundation

  • evp-generator — Schwartz-tier EVP variants
  • evp-brief-generator — Structured 3-tier brief
  • persona-from-crm — CSV → clusters → PSPs
  • offer-lever-scorer — 5-lever offer score

Demand

  • geo-visibility — URL → AI-visibility 5-dim score
  • competitive-teardown — URL → 6-bullet teardown
  • paid-media-teardown — 5-lever ad teardown
  • ad-creative-scorer — JMC creative framework score
  • pricing-page-lab — Tiers + decoy → rendered mock

Revenue

  • cohort-economics-modeler — LTV/payback/cohort contribution
  • channel-matrix-scorer — Volume × ACV × Accessibility
  • blended-gtm-dashboard — 11-slider modeler
  • gtm-architecture-diagrammer — Canvas + AI coherence audit

Run /operator-pass list for the live catalog.

Cost arbitrage

Tool stack $ range What you'd subscribe to
Cold-email QA tools (Lemwarm, Mailmeteor, Glock) ~$200/mo Email linting + deliverability
Competitive intel (Crayon, Klue lite) $400-1000/mo Teardowns + battlecards
Modeling (custom spreadsheets + Looker seats) $200-800/mo Pipeline + cohort math
Subject-line testing (Phrasee, Touchstone) $300+/mo Subject scoring

Total stack: $1,100-2,200/month = $13K-26K/year for tooling.

Operator Pass: $2,400/year flat, 22+ tools, no per-seat pricing.

This skill packages the tools into an agent-callable interface — your runtime knows how to invoke them as if they were built-in.

Plugs into

The free framework skills give you the methodology. This API skill gives you the deterministic execution layer.

Operator Pass

Operator Pass is the all-access subscription:

  • The full Compounding Engine course catalog (27 courses, 4 modules)
  • The 22+ tool API (this skill wraps it)
  • Weekly office hours with Jay
  • Founder rate $2,400/yr locked through July 16 2026 (100 seats)

License

MIT (skill code). The API itself is subscription-gated. Built by Jay Mount Consulting.