Pp Dice Fm

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DICE — Printing Press CLI

Prerequisites: Install the CLI

This skill drives the dice-fm-pp-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:

1. Install via the Printing Press installer. It defaults binaries to $HOME/.local/bin on macOS/Linux and %LOCALAPPDATA%\Programs\PrintingPress\bin on Windows:

   npx -y @mvanhorn/printing-press-library install dice-fm --cli-only

2. Verify: dice-fm-pp-cli --version 3. Ensure the reported install directory is on $PATH for the agent/runtime that will invoke this skill.

If the npx install fails (no Node, offline, etc.), fall back to a direct Go install (requires Go 1.26.3 or newer):

go install github.com/mvanhorn/printing-press-library/library/media-and-entertainment/dice-fm/cmd/dice-fm-pp-cli@latest

If --version reports "command not found" after install, the runtime cannot see the binary directory on $PATH. Do not proceed with skill commands until verification succeeds.

When to Use This CLI

Use this CLI when you need to query your DICE event data programmatically — building door lists before shows, generating financial reports, segmenting fan lists for Mailchimp, or identifying repeat buyers across your event history. It is the right tool for any workflow that requires cross-event aggregation or data that the DICE dashboard cannot combine in one view.

When Not to Use This CLI

Do not activate this CLI for requests that require creating, updating, deleting, publishing, commenting, upvoting, inviting, ordering, sending messages, booking, purchasing, or changing remote state. This printed CLI exposes read-only commands for inspection, export, sync, and analysis.

Unique Capabilities

These capabilities aren't available in any other tool for this API.

Access management

• `door list` — Generate a valid-ticket-holder list for any event, with transferred tickets showing the new holder's name — ready for door access management.

_Use this before every show to get the definitive 'who can enter' list including all transfers and minus all returns._

  dice-fm-pp-cli door list --event RXZlbnQ6MTIzNDU= --json

Financial intelligence

• `revenue summary` — Aggregate gross revenue, Dice fees, and net earnings per event or across a date range — ready for CFO reports.

_Use this for weekly financial reporting without manually totaling per-event dashboards in a spreadsheet._

  dice-fm-pp-cli revenue summary --from 2026-01-01 --json

• `velocity show` — Show cumulative ticket sales by day or hour relative to the on-sale date — see whether an event is tracking fast or slow.

_Use within the first 72 hours after an on-sale to decide whether an event needs promotional push._

  dice-fm-pp-cli velocity show --event RXZlbnQ6MTIzNDU= --bucket day --json

• `returns anomalies` — Flag events with unusually high refund rates — a pricing or marketing signal that deserves immediate attention.

_Use after sales close each week to surface events that may have pricing problems before the show date._

  dice-fm-pp-cli returns anomalies --threshold 0.08 --agent

Audience intelligence

• `fans repeat` — Find fans who bought tickets to two or more of your events — your most loyal audience, ready for VIP outreach.

_Use weekly to build re-engagement lists before announcing new events to warm audiences first._

  dice-fm-pp-cli fans repeat --min-events 2 --since 2026-01-01 --csv

• `fans optin` — Export opted-in fan contacts filtered by city or country — CSV ready for Mailchimp, no dashboard exports needed.

_Use every Monday to build targeted email lists from the previous week's ticket buyers without touching the Dice dashboard._

  dice-fm-pp-cli fans optin --event RXZlbnQ6MTIzNDU= --country GB --city London --csv

• `fans top` — Rank ticket buyers by total spend for an event or across all events — your VIP list for comps, upgrades, and sponsor decks.

_Use before each show to identify high-value fans for VIP treatment, and before sponsor meetings to demonstrate audience quality._

  dice-fm-pp-cli fans top --event RXZlbnQ6MTIzNDU= --n 20 --json

Inventory & catalog intelligence

• `capacity` — Roll up sold-vs-capacity headroom across every event from the local store; capacity pools breaks one event down by ticket pool (pool-sum vs event total).

  dice-fm-pp-cli capacity --limit 20 --select event_name,sold,capacity,remaining,pct_sold

• `tier-performance` — Rank price tiers by redemptions and each tier's share of total sales from the local store.

  dice-fm-pp-cli tier-performance --limit 20 --json

• `normalize` — Canonicalize free-text ticket-type and venue names into structured axes (parallel, re-runnable, local-only); normalize recommend emits a starter config, normalize stats shows coverage, and normalize promote-rules learns reusable regex rules from manual classifications.

  dice-fm-pp-cli normalize --tiers --fuzzy

Command Reference

events — Events on your DICE account (scheduling, state, venues, ticket types)

• dice-fm-pp-cli events get — Get a single event by ID
• dice-fm-pp-cli events list — List your events

extras — Extras and add-ons sold with tickets

• dice-fm-pp-cli extras — List extras (filter by event)

genres — Event genre types and their child genres

• dice-fm-pp-cli genres — List genre types

orders — Ticket purchase orders with financial and geographic data

• dice-fm-pp-cli orders — List orders (filter by event)

returns — Ticket returns and refunds

• dice-fm-pp-cli returns — List returns (filter by event)

tickets — Sold tickets with holder details, pricing, and claim status

• dice-fm-pp-cli tickets — List sold tickets (filter by event)

transfers — Ticket transfers between fans

• dice-fm-pp-cli transfers — List ticket transfers (filter by event)

normalize — Canonicalize manually-entered ticket-type and venue names into structured axes (parallel and re-runnable; raw synced data is never modified)

• dice-fm-pp-cli normalize — Resolve raw names → canonical entities + axes (--tiers, --venues, --all, --entity, --fuzzy, --fuzzy-threshold <float>, --export-unmatched <file>, --export-format prompt|names, --import <file.csv|.json>)
• dice-fm-pp-cli normalize stats — Show the normalized axis distribution (--entity)
• dice-fm-pp-cli normalize recommend — Profile the store and emit a starter normalization config (--print previews without writing)
• dice-fm-pp-cli normalize promote-rules — Graduate method=manual classifications into validated regex rules (--entity <type>, --write, --min-support <int> default 2)

Query the normalized view via revenue summary --by-axis <access_class|sales_stage|entry_window_type|group_size|comp_flag>. Raw is the default; --by-axis falls back to raw (with a warning) if normalize has not been run. Normalization is local-only — resolved name mappings never leave your machine.

Future: --classifier-cmd <path> will let you bring your own LLM subprocess for classification; the external command owns its auth and credentials.

capacity — Cross-event sold-vs-capacity headroom from the local store

• dice-fm-pp-cli capacity — Sold-vs-capacity headroom rollup across events (--event, --limit)
• dice-fm-pp-cli capacity pools — Per-ticket-pool allocation breakdown, pool-sum vs event total (--event, --limit)

tier-performance — Price-tier sales analysis from the local store

• dice-fm-pp-cli tier-performance — Per price-tier redemptions and each tier's share of total sales (--limit)

Finding the right command

When you know what you want to do but not which command does it, ask the CLI directly:

dice-fm-pp-cli which "<capability in your own words>"

which resolves a natural-language capability query to the best matching command from this CLI's curated feature index. Exit code 0 means at least one match; exit code 2 means no confident match — fall back to --help or use a narrower query.

Recipes

Build tonight's door list

dice-fm-pp-cli door list --event RXZlbnQ6MTIzNDU= --json

Returns valid ticket holders with transfer resolution — who holds valid tickets, with new holder names for any transferred tickets.

Export opted-in London fans for Mailchimp

dice-fm-pp-cli fans optin --event RXZlbnQ6MTIzNDU= --country GB --city London --csv

Filters opted-in buyers from London, outputs CSV with firstName, lastName, email for direct import.

Weekly CFO revenue report

dice-fm-pp-cli revenue summary --from 2026-01-01 --json --select event_name,gross,dice_fees,net,orders_count

Aggregates all orders since January 1, showing gross, Dice fees, and net per event with totals.

Find repeat buyers for new event announcement

dice-fm-pp-cli fans repeat --min-events 2 --since 2026-01-01 --agent

Lists fans who attended 2+ events this year with total spend — warm audience for early access campaigns.

Check ticket velocity in first 72 hours

dice-fm-pp-cli velocity show --event RXZlbnQ6MTIzNDU= --bucket hour --json --select hour_offset,cumulative_sold

Shows hourly cumulative ticket sales relative to on-sale time so you can decide if an event needs promotional push.

Cross-event capacity headroom

dice-fm-pp-cli capacity --limit 20 --select event_name,sold,capacity,remaining,pct_sold

Ranks events by how close they are to selling out (sold, capacity, remaining, pct_sold). Add capacity pools --event <id> to break a single event into its ticket pools.

Which price tiers carried the sales mix

dice-fm-pp-cli tier-performance --limit 20 --json

Per price-tier redemptions and each tier's share of total sales — which price points actually moved.

Normalize names, then report by axis

dice-fm-pp-cli normalize --tiers --venues --fuzzy
dice-fm-pp-cli normalize --export-unmatched unmatched.json
# classify externally, then import the result as method=manual
dice-fm-pp-cli normalize --import classified.json
dice-fm-pp-cli normalize promote-rules --entity ticket_type --write
dice-fm-pp-cli normalize --tiers --venues --fuzzy
dice-fm-pp-cli revenue summary --from 2026-01-01 --by-axis access_class --json

Canonicalizes free-text ticket-type and venue names into structured axes (parallel and local-only; raw data untouched), then groups a revenue report on a clean axis. Run normalize recommend --print first to preview a starter config; after importing manual classifications, normalize promote-rules --entity <type> --write promotes repeat tokens into deterministic regex rules.

Via the MCP server

After installing dice-fm-pp-mcp (see MCP Server Installation below), call tools by name — CLI command paths map to tool names with spaces/hyphens as underscores, and flags become arguments:

• orders_list with { "event": "<id>" } — a show's orders
• capacity with { "limit": 20 } — capacity headroom across events
• tier_performance with { "limit": 20 } — price-tier sales mix
• normalize_stats with { "entity": "ticket_type" } — normalized coverage by axis

These (plus the eight typed *_list / events_get resource tools) are read-only. normalize writes the local store, and normalize_promote_rules is a write tool when writing promoted rules, so call them from the CLI or invoke them deliberately. Custom SQL is out of scope here.

Personal data is pseudonymized by default. Tools that can return fan/holder PII — tickets_list, orders_list, returns_list, transfers_list, extras_list, search, sql, and the mirrored fans_top / fans_profile / fans_optin / fans_repeat / fans_segment / door_list — replace buyer/holder email, phone, and name with a stable fan_ref token (e.g. fan:1a2b3c4d5e6f708192) and omit dob. The token is deterministic per fan, so you can dedup/correlate the same person across calls without raw identifiers entering the model context. Pass include_pii: true on any of these to get raw values plus the token. The plain CLI is unaffected — it always emits raw output to the operator's terminal. sql redaction is best-effort (known PII columns + nested JSON data cells); a column alias or computed expression can slip past it, so prefer the typed tools or search when you need a guarantee.

Auth Setup

Requires a Bearer token from MIO (DICE.FM AMP). Set DICE_FM_TOKEN in your environment. All commands are read-only — no writes to the DICE platform.

Run dice-fm-pp-cli doctor to verify setup.

Agent Mode

Add --agent to any command. Expands to: --json --compact --no-input --no-color --yes.

• Pipeable — JSON on stdout, errors on stderr
• Filterable — --select keeps a subset of fields. Dotted paths descend into nested structures; arrays traverse element-wise. Critical for keeping context small on verbose APIs:

  dice-fm-pp-cli events list --agent --select id,name,status

• Previewable — --dry-run shows the request without sending
• Offline-friendly — sync/search commands can use the local SQLite store when available
• Non-interactive — never prompts, every input is a flag
• Read-only — do not use this CLI for create, update, delete, publish, comment, upvote, invite, order, send, or other mutating requests

Response envelope

Commands that read from the local store or the API wrap output in a provenance envelope:

{
  "meta": {"source": "live" | "local", "synced_at": "...", "reason": "..."},
  "results": <data>
}

Parse .results for data and .meta.source to know whether it's live or local. A human-readable N results (live) summary is printed to stderr only when stdout is a terminal AND no machine-format flag (--json, --csv, --compact, --quiet, --plain, --select) is set — piped/agent consumers and explicit-format runs get pure JSON on stdout.

Agent Feedback

When you (or the agent) notice something off about this CLI, record it:

dice-fm-pp-cli feedback "the --since flag is inclusive but docs say exclusive"
dice-fm-pp-cli feedback --stdin < notes.txt
dice-fm-pp-cli feedback list --json --limit 10

Entries are stored locally at ~/.dice-fm-pp-cli/feedback.jsonl. They are never POSTed unless DICE_FM_FEEDBACK_ENDPOINT is set (must be https://) AND either --send is passed or DICE_FM_FEEDBACK_AUTO_SEND=true. Default behavior is local-only.

Write what surprised you, not a bug report. Short, specific, one line: that is the part that compounds.

Output Delivery

Every command accepts --deliver <sink>. The output goes to the named sink in addition to (or instead of) stdout, so agents can route command results without hand-piping. Three sinks are supported:

Unknown schemes are refused with a structured error naming the supported set. Webhook failures return non-zero and log the URL + HTTP status on stderr.

Webhook delivery is hardened because command output can carry personal data:

• https only — cleartext http:// is refused.
• SSRF guard — a host that resolves to a private (RFC-1918), loopback, link-local, or cloud-metadata (169.254.169.254) address is refused unless you pass --allow-private-webhook (opt-in for a trusted internal endpoint).
• Audit — a delivered N bytes to <host> line is written to stderr on success.

--deliver is blocked on the MCP surface, so an agent cannot use it to exfiltrate output; it is a human/CLI feature.

Named Profiles

A profile is a saved set of flag values, reused across invocations. Use it when a scheduled agent calls the same command every run with the same configuration - HeyGen's "Beacon" pattern.

dice-fm-pp-cli profile save briefing --json
dice-fm-pp-cli --profile briefing events list
dice-fm-pp-cli profile list --json
dice-fm-pp-cli profile show briefing
dice-fm-pp-cli profile delete briefing --yes

Explicit flags always win over profile values; profile values win over defaults. agent-context lists all available profiles under available_profiles so introspecting agents discover them at runtime.

Exit Codes

Argument Parsing

Parse $ARGUMENTS:

1. Empty, `help`, or `--help` → show dice-fm-pp-cli --help output 2. Starts with `install` → ends with mcp → MCP installation; otherwise → see Prerequisites above 3. Anything else → Direct Use (execute as CLI command with --agent)

MCP Server Installation

1. Install the MCP server:

   go install github.com/mvanhorn/printing-press-library/library/media-and-entertainment/dice-fm/cmd/dice-fm-pp-mcp@latest

2. Register with Claude Code:

   claude mcp add dice-fm-pp-mcp -- dice-fm-pp-mcp

3. Verify: claude mcp list

Direct Use

1. Check if installed: which dice-fm-pp-cli If not found, offer to install (see Prerequisites at the top of this skill). 2. Match the user query to the best command from the Unique Capabilities and Command Reference above. 3. Execute with the --agent flag:

   dice-fm-pp-cli <command> [subcommand] [args] --agent

4. If ambiguous, drill into subcommand help: dice-fm-pp-cli <command> --help.