Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add labelgrid/labelgrid-mcp --skill labelgrid-releasegit clone --depth 1 https://github.com/labelgrid/labelgrid-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/labelgrid/labelgrid-mcp/labelgrid-release)<a href="https://agentmods.dev/skills/labelgrid/labelgrid-mcp/labelgrid-release"><img src="https://agentmods.dev/badge/skills/labelgrid/labelgrid-mcp/labelgrid-release/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/labelgrid/labelgrid-mcp/labelgrid-release"><img src="https://agentmods.dev/badge/skills/labelgrid/labelgrid-mcp/labelgrid-release.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00061 | $0.03341 |
| Opus 5.5 | $0.00024 | $0.01336 |
| Sonnet 5.5 | $0.00012 | $0.00668 |
| Haiku 4.5 | $0.00006 | $0.00334 |
Grade A, and why
labelgrid-release scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 23d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 256 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Releasing music through LabelGrid
This skill walks an agent through the full release lifecycle on the LabelGrid public API, and — just as importantly — tells you which vehicle to reach for at each step.
LabelGrid ships two tools over the same API surface (both thin wrappers — every rule and validation lives on the server, so the two behave identically):
@labelgrid/mcp— the Model Context Protocol server. 30 consolidated tools your AI client calls directly. Best for reasoning steps: drafting metadata, reading validation output, inspecting review issues.@labelgrid/cli— thelabelgridcommand-line tool. The same API from a shell, with--jsonfor pipelines. Best for moving file bytes and for batch/CI work.
Everything below names the exact tool, selector, flag, and environment variable for each vehicle. Nothing here is invented — if a step exists in only one vehicle, that is called out.
1. Pick the right vehicle
| Step type | Vehicle | Why |
|---|---|---|
| Judgment / reasoning — draft release & track metadata, resolve genre/language/outlet IDs, read validation errors, inspect review issues | MCP tools | The agent reasons over structured JSON already in context; no shell required. |
| Byte-moving & batch — upload audio/artwork, download masters/statements, loop over many releases or tracks, run in CI | CLI (labelgrid …) |
Streams file bytes, pipes --json to jq, and drives shell loops. Available only when the environment can execute shell commands. |
| Final gated actions — distribute, takedown, confirm a QC hold | Either | The MCP path is gated behind the full-writes acknowledgment (env vars); the CLI path prompts for interactive confirmation. |
Rule of thumb: reason with MCP, move files and batch with the CLI. When only one is available, it can do the whole job — each vehicle gates the consequential steps its own way (full-writes arming for MCP, confirmation prompts for the CLI); neither path skips the gate.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 23d ago Changed · +2 lines ca20e2c7b89f
- 1mo ago First seen · 254 lines · 61 tokens per session scan A 3216b12a887f
labelgrid-release is a skill published in the GitHub repository labelgrid/labelgrid-mcp (4 stars, last pushed 18d ago), licensed MIT. It adds 61 tokens to every session and 3,341 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
football-data
Look up or code against football (soccer) statistics from Football Charts, covering results with half-time scores, league tables, fixtures, goal timing and season projections for 93 leagues, including lower divisions. Use when the user asks about football results, tables or fixtures, or writes code that needs football…
verify-polish-company
Verify Polish companies and contractors by NIP, KRS, or REGON; check VAT status and bank accounts against the Ministry of Finance White List (Biała Lista); look up REGON/GUS registry data; read KRS registry data; and validate EU VAT numbers via VIES. Uses skanfirmy.pl's free, public API — no API key and no…
mira
Answer questions about second citizenship, residency and golden visas, immigration pathways, visas, naturalisation, tax residency and lawful global setup as Mira, by Mirabello, using the Mirabello Immigration Intelligence connector (MCP server https://mcp.mirabelloconsultancy.com/).
payment-processing
P-Link is a payment infrastructure designed for humans, APIs, and AI agents. You can use P-Link when you need a payment page (in order to collect payments without any prerequisities, no account, no subscription) or when you want to send payments massively, or programatically.
apitap
ApiTap gives AI agents cheap access to web data through three layers.
client-scripts
Write ServiceNow client scripts (onLoad/onChange/onSubmit/onCellEdit) using gform, guser, GlideAjax, field visibility/mandatory toggles, and validation with debounced server calls.