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 kenneth-liao/ai-launchpad-marketplace --skill managegit clone --depth 1 https://github.com/kenneth-liao/ai-launchpad-marketplaceWrote 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/kenneth-liao/ai-launchpad-marketplace/manage)<a href="https://agentmods.dev/skills/kenneth-liao/ai-launchpad-marketplace/manage"><img src="https://agentmods.dev/badge/skills/kenneth-liao/ai-launchpad-marketplace/manage/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/kenneth-liao/ai-launchpad-marketplace/manage"><img src="https://agentmods.dev/badge/skills/kenneth-liao/ai-launchpad-marketplace/manage.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 | $0.00095 | $0.04126 |
| Opus 5 | $0.00048 | $0.02063 |
| Sonnet 5 | $0.00019 | $0.00825 |
| Haiku 4.5 | $0.00010 | $0.00413 |
Grade B, and why
manage 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 13d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
Also check if the scheduler directory exists. The scheduler uses project-level storage by default — it looks for `.git` or `CLAUDE.md` to find the project root, then stores state at `<project>/.claude/scheduler/`: Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- **Research** — read files, search, web browse, curl (for data gathering) 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
14 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.
- references/implementation-notes.md 2.6 KB
- references/wrapper-template-linux.sh 5.2 KB runs code
- references/wrapper-template.ps1 8.7 KB runs code
- references/wrapper-template.sh 5.2 KB runs code
- scripts/backends/__init__.py 44 B runs code
- scripts/backends/base.py 5.5 KB runs code
- scripts/backends/linux.py 9.7 KB runs code
- scripts/backends/macos.py 9.7 KB runs code
- scripts/backends/windows.py 14 KB runs code
- scripts/cron_utils.py 1.4 KB runs code
- scripts/permission_presets.py 1.9 KB runs code
- scripts/platform_detect.py 1.4 KB runs code
- scripts/scheduler.py 27 KB runs code
- tests/evals.json 3.5 KB
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.
- 13d ago First seen · 399 lines · 95 tokens per session scan B 92bddb54655f
manage is a skill published in the GitHub repository kenneth-liao/ai-launchpad-marketplace (127 stars, last pushed 5mo ago), with no licence file. It adds 95 tokens to every session and 4,126 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it B with 2 findings (reads agent configuration directories, 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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