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/OmidZamani/dspy-skillsWrote 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/omidzamani/dspy-skills/dspy-skills)<a href="https://agentmods.dev/plugins/omidzamani/dspy-skills/dspy-skills"><img src="https://agentmods.dev/badge/plugins/omidzamani/dspy-skills/dspy-skills/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/omidzamani/dspy-skills/dspy-skills"><img src="https://agentmods.dev/badge/plugins/omidzamani/dspy-skills/dspy-skills.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
dspy-skills 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 11d 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.
What it actually says
{
"name": "dspy-skills",
"version": "2.0.0",
"description": "Collection of 22 focused skills for building, optimizing, evaluating, and deploying DSPy applications.",
"author": {
"name": "OmidZamani",
"url": "https://github.com/OmidZamani"
},
"homepage": "https://github.com/OmidZamani/dspy-skills",
"repository": "https://github.com/OmidZamani/dspy-skills",
"license": "MIT",
"keywords": [
"dspy",
"llm",
"optimization",
"rag",
"agents",
"prompt-engineering",
"few-shot",
"bayesian-optimization",
"react-agents",
"evaluation",
"fine-tuning",
"rlm",
"mcp",
"streaming",
"multimodal"
]
}
What it installs
The manifest is a name and a version. 24 skills travel with it, and installing the plugin installs all of them — 860 tokens a session between them. Each is measured on its own page, and each can be installed alone.
- Skill dspy-advanced-module-composition A 32 tokens
- Skill dspy-debugging-observability A 35 tokens
- Skill dspy-optimize-anything A 36 tokens
- Skill dspy-custom-module-design A 32 tokens
- Skill dspy-evaluation-suite A 33 tokens
- Skill dspy-finetune-bootstrap A 35 tokens
- Skill dspy-gepa-reflective A 31 tokens
- Skill dspy-output-refinement-constraints A 35 tokens
- Skill dspy-rag-pipeline A 37 tokens
- Skill dspy-react-agent-builder A 34 tokens
- Skill dspy-signature-designer A 35 tokens
- Skill dspy-simba-optimizer A 35 tokens
- Skill skill-perfection A 41 tokens
- Skill dspy-bootstrap-fewshot A 30 tokens
- Skill dspy-haystack-integration A 32 tokens
- Skill dspy-miprov2-optimizer A 33 tokens
- Skill dspy-adapters-multimodal A 45 tokens
- Skill dspy-optimizer-selection A 48 tokens
- Skill dspy-reasoning-modules A 36 tokens
- Skill dspy-better-together A 32 tokens
- Skill dspy-embedding-retrieval A 40 tokens
- Skill dspy-mcp-tool-integration A 38 tokens
- Skill dspy-production-deployment A 34 tokens
- Skill skill-perfection A 41 tokens
What ships with it
1 file beside plugin.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.
- 11d ago First seen · 30 lines scan A fd1e1d55fc69
dspy-skills is a plugin published in the GitHub repository OmidZamani/dspy-skills (123 stars, last pushed 2mo ago), 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 2026-08-30.
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