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/lablup/backend.ai/halfstacknpx skills add lablup/backend.ai --skill halfstackgit clone --depth 1 https://github.com/lablup/backend.aiWhat 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 | $0.00031 | $0.03969 |
| Opus 5 | $0.00015 | $0.01985 |
| Sonnet 5 | $0.00006 | $0.00794 |
| Haiku 4.5 | $0.00003 | $0.00397 |
Grade C, and why
halfstack scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
[ -d "$f" ] && rm -rf "$f" && echo "Removed directory: $f" Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
docker exec $MINIO_CONTAINER curl -sf http://localhost:9000/minio/health/live The source is not reproduced here
Licensed LGPL-3.0
The repository is licensed LGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
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.
- yesterday First seen · 371 lines · 31 tokens per session scan C cb4deec288d9
halfstack is a skill published in the GitHub repository lablup/backend.ai (672 stars, last pushed 3d ago), licensed LGPL-3.0. It adds 31 tokens to every session and 3,969 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it C with 2 findings (recursive force delete, 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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