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.
/plugin marketplace add baokhang83/fluencyloopnpx agentmods add plugins/baokhang83/fluencyloop/marketplacegit clone --depth 1 https://github.com/baokhang83/fluencyloopGrade A, and why
fluencyloop 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 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.
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.
What it actually says
{
"$schema": "https://json.schemastore.org/claude-code-marketplace.json",
"name": "fluencyloop",
"owner": {
"name": "baokhang83"
},
"description": "FluencyLoop skills for staying fluent in AI-assisted code changes.",
"plugins": [
{
"name": "fluencyloop",
"source": ".",
"displayName": "FluencyLoop",
"version": "0.3.18",
"description": "A per-feature loop that designs, teaches, journals decisions, and assembles PR reviews.",
"author": {
"name": "baokhang83"
},
"homepage": "https://github.com/baokhang83/fluencyloop#readme",
"repository": "https://github.com/baokhang83/fluencyloop",
"license": "Apache-2.0",
"keywords": [
"developer-education",
"documentation",
"planning",
"code-review",
"workflow"
],
"category": "productivity",
"skills": [
"./claude-skills/plan",
"./claude-skills/feature",
"./claude-skills/review",
"./claude-skills/backfill",
"./claude-skills/diagram-design"
],
"tags": [
"fluencyloop",
"software-development",
"ai-assisted-development"
]
}
]
}
What ships with it
1 file beside marketplace.json 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.
- yesterday First seen · 44 lines scan A b62f7032ca40
fluencyloop is a plugin published in the GitHub repository baokhang83/fluencyloop (44 stars, last pushed 16d ago), licensed Apache-2.0. 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 2026-08-30.
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