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 prepmonk/baic-dl-mcp --skill baic-datalayergit clone --depth 1 https://github.com/prepmonk/baic-dl-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/prepmonk/baic-dl-mcp/baic-datalayer)<a href="https://agentmods.dev/skills/prepmonk/baic-dl-mcp/baic-datalayer"><img src="https://agentmods.dev/badge/skills/prepmonk/baic-dl-mcp/baic-datalayer/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/prepmonk/baic-dl-mcp/baic-datalayer"><img src="https://agentmods.dev/badge/skills/prepmonk/baic-dl-mcp/baic-datalayer.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 | $0.00137 | $0.02769 |
| Opus 5.5 | $0.00055 | $0.01108 |
| Sonnet 5.5 | $0.00027 | $0.00554 |
| Haiku 4.5 | $0.00014 | $0.00277 |
Grade A, and why
baic-datalayer 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 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.
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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- 2mo ago First seen · 226 lines · 137 tokens per session scan A 3e46e0177fd7
baic-datalayer is a skill published in the GitHub repository prepmonk/baic-dl-mcp (0 stars, last pushed 3mo ago), with no licence file. It adds 137 tokens to every session and 2,769 once invoked, about $0.0005 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.
baic-datalayer compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| baic-datalayerprepmonk/baic-dl-mcp | Skill | 0 | 3mo ago | none | A | 137 | Claude Code, Codex |
| embeddingsruvnet/ruflo | Skill | 81k | yesterday | MIT | A | 62 | Claude Code |
| rag-pineconedavila7/claude-code-templates | Skill | 33k | today | MIT | A | 65 | Claude Code, Codex |
| data-engineerdavila7/claude-code-templates | Skill | 33k | today | MIT | A | 35 | Claude Code, Codex |
| similarity-search-patternsforyourhealth111-pixel/Vibe-Skills | Skill | 3.8k | today | Apache-2.0 | A | 30 | Claude Code, Codex |
| ingesting-into-data-lakeaws/agent-toolkit-for-aws | Skill | 3.4k | today | Apache-2.0 | A | 228 | Claude Code |
| graphjin-envdosco/graphjin | Skill | 3.2k | yesterday | Apache-2.0 | A | 61 | Claude Code, Codex |