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 agentmods add skills/msgbyte/tianji/tianji-data-querynpx skills add msgbyte/tianji --skill tianji-data-querygit clone --depth 1 https://github.com/msgbyte/tianjiWrote 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/msgbyte/tianji/tianji-data-query)<a href="https://agentmods.dev/skills/msgbyte/tianji/tianji-data-query"><img src="https://agentmods.dev/badge/skills/msgbyte/tianji/tianji-data-query.svg" alt="Measured on agentmods" 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 | $0.00082 | $0.01094 |
| Opus 5 | $0.00041 | $0.00547 |
| Sonnet 5 | $0.00016 | $0.00219 |
| Haiku 4.5 | $0.00008 | $0.00109 |
Grade A, and why
tianji-data-query scanned grade A with 1 finding 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 4d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -H "Authorization: Bearer {TIANJI_API_KEY}" \ How it starts
The opening of the file, as written. The whole thing — 125 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tianji Analytics
Query any read-only data from the Tianji monitoring and analytics platform.
Configuration
Three values are required (provided via skill config):
| Variable | Description |
|---|---|
TIANJI_BASE_URL |
Tianji instance URL (e.g. https://tianji.example.com) |
TIANJI_API_KEY |
API key for authentication |
TIANJI_WORKSPACE_ID |
Default workspace ID |
Making API Requests
All endpoints are under {TIANJI_BASE_URL}/open and require a Bearer token:
curl -H "Authorization: Bearer {TIANJI_API_KEY}" \
"{TIANJI_BASE_URL}/open/workspace/{TIANJI_WORKSPACE_ID}/website/all"
Only GET requests are allowed. All responses are JSON.
Service Domains
Find the exact endpoint and parameters in api-endpoints.md. For full parameter schemas, consult openapi-readonly.json.
| Domain | Endpoints | Typical Questions |
|---|---|---|
| Website | 13 | Traffic stats, pageviews, geo distribution, Lighthouse scores |
| Monitor | 9 | Uptime status, recent check data, monitor events |
| Survey | 8 | Survey responses, result stats, AI categories |
| Telemetry | 7 | Custom event counts, telemetry pageviews, metrics |
| Billing | 7 | Usage quotas, subscription tier, credit balance |
| Feed | 6 | Feed channels, event streams, feed states |
| Application | 5 | App store reviews, app info, event stats |
| AI/AIGateway | 5 | Gateway logs, model pricing, quota alerts |
| Worker | 3 | Worker list, worker details, revisions |
| Page | 2 | Status pages |
| Workspace | 2 | Members, service counts |
| Global | 1 | Platform configuration |
| AuditLog | 1 | Audit trail |
Workflow
- Identify the service domain from the user's question
- Read api-endpoints.md to find the endpoint
- Construct the GET request with required path/query parameters
- Parse the JSON response and summarize for the user
What ships with it
6 files 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.
- 4d ago First seen · 125 lines · 82 tokens per session scan A a2fba2dab042
tianji-data-query is a skill published in the GitHub repository msgbyte/tianji (3,084 stars, last pushed today), licensed Apache-2.0. It adds 82 tokens to every session and 1,094 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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