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 agentmods add commands/nutdnuy/portfolio-optimization-ai-plugin/portfolio-setupgit clone --depth 1 https://github.com/nutdnuy/portfolio-optimization-ai-pluginWrote 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/commands/nutdnuy/portfolio-optimization-ai-plugin/portfolio-setup)<a href="https://agentmods.dev/commands/nutdnuy/portfolio-optimization-ai-plugin/portfolio-setup"><img src="https://agentmods.dev/badge/commands/nutdnuy/portfolio-optimization-ai-plugin/portfolio-setup.svg" alt="Measured on agentmods" 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 | $0.00012 | $0.00169 |
| Opus 5 | $0.00006 | $0.00084 |
| Sonnet 5 | $0.00002 | $0.00034 |
| Haiku 4.5 | $0.00001 | $0.00017 |
Grade A, and why
portfolio-setup scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Check the plugin-local helper and optional runtime dependencies.
Run:
cd "${CLAUDE_PLUGIN_ROOT:-$PWD}" && python3 scripts/portfolio_optimizer_ai.py --help
cd "${CLAUDE_PLUGIN_ROOT:-$PWD}" && python3 scripts/portfolio_optimizer_ai.py setup-check
If riskfolio, pandas, or numpy are missing, explain that run-folder
creation and audit still work, but optimization requires:
python3 -m pip install -e ".[runtime]"
Report that this plugin does not trade, connect to brokers, or guarantee future returns.
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.
- 4d ago First seen · 25 lines · 12 tokens per session scan A 819c3cde7fcb
portfolio-setup is a command published in the GitHub repository nutdnuy/portfolio-optimization-ai-plugin (25 stars, last pushed 2mo ago), licensed MIT. It adds 12 tokens to every session and 169 once invoked, about $0.0001 per session on Opus 5. 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.
Other commands, from other repositories
config
Command "config" from sdebruyn/fabric-dw-mcp-cli, covering configuration & defaults, http retry budget, sql retry budget, mcp workspace allowlist {#mcp-workspace-allowlist} and mcp server log level.
dispatcher
Pick the next-best repo to work on across the portfolio — rank free repos, recommend one, claim its lease atomically, and route to the entry command.
valuation-methods
Valuation methods analysis — multiples, DCF inputs, PEG integration, valuation assumption extraction.
scan
Scan AWS account for cost optimization.
audit-checklist
Perform an internal audit, review controls, or prepare for an external financial audit.
finops-status
Orientation — say where an opportunity or assignment sits in the five-step FinOps lifecycle and what unlocks next. Useful when a record has no active stage: an opportunity while its assignments do the work, an assignment whose plan has not been approved yet, or a rejected or archived assignment. Read-only; mutates…