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.
git clone --depth 1 https://github.com/nicolasguelfi/gensemWrote 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/plugins/nicolasguelfi/gensem/plugin)<a href="https://agentmods.dev/plugins/nicolasguelfi/gensem/plugin"><img src="https://agentmods.dev/badge/plugins/nicolasguelfi/gensem/plugin/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/plugins/nicolasguelfi/gensem/plugin"><img src="https://agentmods.dev/badge/plugins/nicolasguelfi/gensem/plugin.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
gse 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 1mo 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
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
What it installs
The manifest is a name and a version. 48 skills, 24 commands, 11 agents, 2 hooks travel with it, and installing the plugin installs all of them — 2,535 tokens a session between them. Each is measured on its own page, and each can be installed alone.
- Skill gse-orchestrator A 37 tokens
- Skill gse-deploy A 52 tokens
- Skill go A 28 tokens
- Skill gse-go A 30 tokens
- Skill gse-hug A 28 tokens
- Skill gse-produce A 31 tokens
- Skill gse-tests A 30 tokens
- Skill hug A 25 tokens
- Skill produce A 28 tokens
- Skill compound A 24 tokens
- Skill deliver A 20 tokens
- Skill gse-compound A 27 tokens
- Skill gse-deliver A 23 tokens
- Skill gse-plan A 32 tokens
- Skill gse-preview A 21 tokens
- Skill gse-reqs A 22 tokens
- Skill gse-review A 35 tokens
- Skill plan A 30 tokens
- Skill preview A 19 tokens
- Skill reqs A 19 tokens
- Skill review A 33 tokens
- Skill design A 21 tokens
- Skill gse-design A 23 tokens
- Skill gse-task A 20 tokens
- Skill task A 18 tokens
- Skill audit A 55 tokens
- Skill backlog A 25 tokens
- Skill fix A 20 tokens
- Skill gse-audit A 58 tokens
- Skill gse-backlog A 27 tokens
- Skill gse-fix A 23 tokens
- Skill gse-resume A 24 tokens
- Skill resume A 21 tokens
- Skill collect A 21 tokens
- Skill gse-collect A 24 tokens
- Skill gse-health A 38 tokens
- Skill gse-integrate A 25 tokens
- Skill gse-learn A 33 tokens
- Skill gse-status A 29 tokens
- Skill health A 36 tokens
- Skill integrate A 23 tokens
- Skill learn A 30 tokens
- Skill status A 27 tokens
- Skill assess A 21 tokens
- Skill gse-assess A 23 tokens
- Skill gse-pause A 23 tokens
- Skill pause A 20 tokens
- Skill deploy B 49 tokens
- Command gse-deploy A 52 tokens
- Command gse-go A 30 tokens
- Command gse-hug A 28 tokens
- Command gse-produce A 31 tokens
- Command gse-tests A 30 tokens
- Command gse-compound A 27 tokens
- Command gse-deliver A 23 tokens
- Command gse-plan A 32 tokens
- Command gse-preview A 21 tokens
- Command gse-reqs A 22 tokens
- Command gse-review A 35 tokens
- Command gse-design A 23 tokens
- Command gse-task A 20 tokens
- Command gse-audit A 58 tokens
- Command gse-backlog A 27 tokens
- Command gse-fix A 23 tokens
- Command gse-resume A 24 tokens
- Command gse-collect A 24 tokens
- Command gse-health A 38 tokens
- Command gse-integrate A 25 tokens
- Command gse-learn A 33 tokens
- Command gse-status A 29 tokens
- Command gse-assess A 23 tokens
- Command gse-pause A 23 tokens
- Agent gse-orchestrator A 47 tokens
- Agent coach A 88 tokens
- Agent deploy-operator A 47 tokens
- Agent devil-advocate A 34 tokens
- Agent guardrail-enforcer A 58 tokens
- Agent test-strategist A 73 tokens
- Agent architect A 29 tokens
- Agent requirements-analyst A 32 tokens
- Agent security-auditor A 26 tokens
- Agent ux-advocate A 26 tokens
- Agent code-reviewer A 23 tokens
- Hook PostToolUse A not measured
- Hook PreToolUse A not measured
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.
- 1mo ago First seen · 25 lines scan A 0fcd90e1b7dd
gse is a plugin published in the GitHub repository nicolasguelfi/gensem (4 stars, last pushed 3mo ago), with no licence file. Its token cost is not measured: this kind of file is read by the harness, not the model. 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.
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