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 fledgeling-co/fledgeling-pluginsnpx agentmods add plugins/fledgeling-co/fledgeling-plugins/improve-skillgit clone --depth 1 https://github.com/fledgeling-co/fledgeling-pluginsGrade A, and why
improve-skill 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
{
"name": "improve-skill",
"description": "End-to-end skill-improvement pipeline: source skill + user feedback + paid/free Dossier deep-research panel (read in full, citations verified) merged into a plan; the improved skill built as a new plugin; proven with comparative structural evals and a blind multi-family AI judge panel (CLIs + APIs, keys via 1Password); iterated on findings with blind re-judging; then the full brand treatment (user-chosen name and icon concept, mac-design-studio 3-engine icon with audit.html, composed retina banners, Luke-voice README/EVALS with succinct-then-deep comparison, root-README entry) and shipped.",
"version": "1.3.0",
"author": {
"name": "Fledgeling",
"email": "[email protected]"
}
}
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 · 10 lines scan A abaab2cee5c5
improve-skill is a plugin published in the GitHub repository fledgeling-co/fledgeling-plugins (2 stars, last pushed yesterday), licensed MIT. 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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