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 govRosMedia/stars-cash-flow-mcp --skill skillgit clone --depth 1 https://github.com/govRosMedia/stars-cash-flow-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/govrosmedia/stars-cash-flow-mcp/skill)<a href="https://agentmods.dev/skills/govrosmedia/stars-cash-flow-mcp/skill"><img src="https://agentmods.dev/badge/skills/govrosmedia/stars-cash-flow-mcp/skill/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/govrosmedia/stars-cash-flow-mcp/skill"><img src="https://agentmods.dev/badge/skills/govrosmedia/stars-cash-flow-mcp/skill.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 | $0.00066 | $0.01371 |
| Opus 5 | $0.00033 | $0.00685 |
| Sonnet 5 | $0.00013 | $0.00274 |
| Haiku 4.5 | $0.00007 | $0.00137 |
Grade B, and why
stars-cash-flow scanned grade B with 2 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 12d 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.
Sends data to an external URLmediumData exfiltration
A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.
curl -s -X POST https://api-stars.ros.media/api/v2 -d action=services Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s -X POST https://api-stars.ros.media/api/v2 -d action=services How it starts
The opening of the file, as written. The whole thing — 123 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Stars Cash Flow — reseller API skill
A universal skill for driving the Stars Cash Flow reseller API from any AI agent (Claude Code, Claude Desktop via MCP, a ChatGPT Custom GPT Action, or a self-hosted agent). It is a CPA exchange for real Telegram actions — subscribers, boosts and bot starts are fulfilled by real people who verify on Telegram's side, not bots.
Endpoint & auth
- Endpoint:
POST https://api-stars.ros.media/api/v2(form-encoded:application/x-www-form-urlencoded). - Auth: every action except
servicesneeds an API key passed as thekeyfield. Get a key from@StarsCashFlowbot→ Reseller section. The key is tied to a USD balance. - Rate limit: 60 requests / minute / key.
- Compatibility: drop-in for JustAnotherPanel — same actions and response shapes, only the URL and key differ.
Read the key from a secret/env var (
STARS_CASH_FLOW_API_KEY). Never hardcode or print it.
Operations
All requests are POST with an action field.
| action | fields | returns |
|---|---|---|
services |
— | array of services (id, name, rate USD/1000, min, max, …) |
balance |
key |
{ balance, currency } |
add |
key, service, link, quantity |
{ order } — spends balance |
status |
key, order or orders (csv, ≤100) |
{ charge, start_count, status, remains, currency } |
cancel |
key, orders (csv) |
{ canceled: [ids] } — refunds remainder |
status values: In progress, Partial, Completed, Pending, Canceled.
Errors come back as { "error": "message" } with HTTP 200 — always check for an
error field before trusting the payload.
🔴 Money rules (must follow)
add debits real USD from the reseller's balance. Before placing an order:
- Always price first. Call
services, find the service, and compute the cost:cost_usd = rate * quantity / 1000. Validatemin ≤ quantity ≤ max. - Confirm the spend with the user. State the service, link, quantity and
exact USD cost, and get an explicit "yes" before calling
add. Never place an order the user did not approve in this turn. - One order per intent. The API is idempotent for ~120s on identical
(service, link, quantity), but do not rely on it — do not retryaddblindly on a timeout; checkstatus/balance first. cancelrefunds only the unfulfilled remainder; already-delivered units are not refunded. Confirm before cancelling.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 12d ago First seen · 123 lines · 66 tokens per session scan B 52f44e6bc724
stars-cash-flow is a skill published in the GitHub repository govRosMedia/stars-cash-flow-mcp (1 stars, last pushed 2d ago), licensed MIT. It adds 66 tokens to every session and 1,371 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 2 findings (sends data to an external url, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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