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 the-cyber-boardroom/SGraph-AI__App__Send --skill use-sg-playwrightgit clone --depth 1 https://github.com/the-cyber-boardroom/SGraph-AI__App__SendWrote 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/the-cyber-boardroom/sgraph-ai__app__send/use-sg-playwright)<a href="https://agentmods.dev/skills/the-cyber-boardroom/sgraph-ai__app__send/use-sg-playwright"><img src="https://agentmods.dev/badge/skills/the-cyber-boardroom/sgraph-ai__app__send/use-sg-playwright/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/the-cyber-boardroom/sgraph-ai__app__send/use-sg-playwright"><img src="https://agentmods.dev/badge/skills/the-cyber-boardroom/sgraph-ai__app__send/use-sg-playwright.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Data Exfiltration · line 27 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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 | $0.00000 | $0.02888 |
| Opus 5.5 | $0.00000 | $0.01155 |
| Sonnet 5.5 | $0.00000 | $0.00578 |
| Haiku 4.5 | $0.00000 | $0.00289 |
Grade A, and why
use-sg-playwright 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 2mo 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 -s -H "x-sgraph-access-token: ${TOKEN}" -H "Content-Type: application/json" \ How it starts
The opening of the file, as written. The whole thing — 223 lines — stays where its author put it; the contents beside it link to each section on GitHub.
use-sg-playwright
Connect
The launching operator gives you two values:
HOST = https://<name>.sg-compute.sgraph.ai # FQDN; trusted cert; no -k needed
TOKEN = <token from `sg va info`>
The auth header depends on the path — this is the #1 first-attempt failure:
| Path | Header | Why |
|---|---|---|
${HOST}/pw/... (vault /pw reverse proxy — the production path) |
x-sgraph-access-token: ${TOKEN} |
The /pw proxy strips the inbound header and injects X-API-Key upstream. A caller sending X-API-Key to the proxy gets 401 at the proxy. |
${HOST}/... (direct service — local Docker / direct EC2 port) |
X-API-Key: ${TOKEN} |
Hits the API-key middleware directly. |
Every request via the /pw proxy:
curl -s -H "x-sgraph-access-token: ${TOKEN}" -H "Content-Type: application/json" \
-X POST "${HOST}/pw/<route>" -d '{...}'
Direct access (no proxy):
curl -s -H "X-API-Key: ${TOKEN}" -H "Content-Type: application/json" \
-X POST "${HOST}/<route>" -d '{...}'
Verify the service is reachable:
curl -sf -H "x-sgraph-access-token: ${TOKEN}" "${HOST}/pw/health/info" # /pw proxy
curl -sf -H "X-API-Key: ${TOKEN}" "${HOST}/health/info" # direct
Decision tree — which route to use
| Goal | Route |
|---|---|
| Single page, one or two actions | POST /browser/{navigate,click,fill,get-content,get-url,screenshot} |
| Multi-step linear script | POST /sequence/execute |
| One page, many independent reads (URL + DOM + screenshot + …) | POST /inspect |
| Render to PNG or HTML, one-shot | POST /screenshot |
| Multiple actions against the SAME page across calls (amortise navigate + decrypt) | POST /session/open → /session/{id}/act + /session/{id}/probe → /session/{id}/close |
| Prometheus metrics | GET /metrics |
| Capability detection | GET /health/capabilities |
The 24 step verbs
Linear pipeline steps for /sequence/execute, building blocks for /inspect probes:
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.
- 2mo ago First seen · 223 lines · 0 tokens per session scan A 777882a7fb7e
use-sg-playwright is a skill published in the GitHub repository the-cyber-boardroom/SGraph-AI__App__Send (11 stars, last pushed 9d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 2,888 tokens. 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.
use-sg-playwright compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| use-sg-playwrightthe-cyber-boardroom/SGraph-AI__App__Send | Skill | 11 | 9d ago | Apache-2.0 | A | 0 | Claude Code, Codex |
| interactive-loginyc-software/qm | Skill | 16k | yesterday | MIT | A | 46 | Claude Code, Codex |
| pinchtab-mcppinchtab/pinchtab | Skill | 11k | 10d ago | MIT | A | 52 | Claude Code, Codex |
| azure-messaging-webpubsub-javamicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 43 | Claude Code |
| cua-driverdavidondrej/skills | Skill | 4.3k | 3d ago | MIT | A | 68 | Claude Code, Codex |
| open-design-browsercompozy/compozy | Skill | 2.8k | yesterday | MIT | A | 56 | Claude Code, Codex |
| southwestborski/travel-hacking-toolkit | Skill | 895 | yesterday | MIT | A | 40 | Claude Code |