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 skills add BlueWaterCorp/RiskModels_API --skill risk-analyst-agentgit clone --depth 1 https://github.com/BlueWaterCorp/RiskModels_APIWrote 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/skills/bluewatercorp/riskmodels_api/risk-analyst-agent)<a href="https://agentmods.dev/skills/bluewatercorp/riskmodels_api/risk-analyst-agent"><img src="https://agentmods.dev/badge/skills/bluewatercorp/riskmodels_api/risk-analyst-agent/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/skills/bluewatercorp/riskmodels_api/risk-analyst-agent"><img src="https://agentmods.dev/badge/skills/bluewatercorp/riskmodels_api/risk-analyst-agent.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00047 | $0.00496 |
| Opus 5.5 | $0.00019 | $0.00198 |
| Sonnet 5.5 | $0.00009 | $0.00099 |
| Haiku 4.5 | $0.00005 | $0.00050 |
Grade A, and why
risk-analyst-agent 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 6d 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
Risk Analyst Agent (RiskModels substrate)
Discovery
- Read https://riskmodels.app/llms.txt
- Install MCP and the five skills:
RISKMODELS_API_KEY=… npx -y riskmodels@latest install - Prefer MCP tools
riskmodels_*over inventing REST paths
Core tools
| Goal | Tool |
|---|---|
| Single-name L3 snapshot | riskmodels_decompose or chat get_risk_metrics |
| Compare names | riskmodels_compare |
| Weighted portfolio | riskmodels_get_portfolio_risk_snapshot / compute_portfolio_risk_index |
| Deterministic chart/table JSON | riskmodels_render_artifact |
| Resolve fund | search_funds → BW-FUND-… |
| Resolve 13F filer | search_filers → BW-FILER-… |
render_artifact contract
- slug:
top_holdings_erm_stacked,cumulative_return_strip,narrative_profile,narrative_perf_insight,narrative_risk_insight, plus filer panels (entity_header,risk_summary_panel, …) - subject_id:
BW-FUND-*,BW-FILER-*, orBW-PORTFOLIO-*withsubject_payload.positionsfor pasted books - as_of:
latestfor funds; filers often need explicitYYYY-MM-DD - format:
jsonfor chat (default);png/svgreturn base64
Rules
- Fan out independent ticker/fund calls in one tool round when possible (API executes them in parallel).
- Never fabricate metrics — call tools first.
- Hedge ratios are dollars of ETF per $1 of stock; ER values are variance fractions in
[0,1]. - Do not recommend trades; show decomposition and mechanical hedge math only.
Reference
Full README: examples/agents/risk-analyst-agent/README.md in RiskModels_API.
What ships with it
1 file beside SKILL.md 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.
- 6d ago Changed 9fabdbc35f7c
- 19d ago Changed 97657fc7160a
- 2mo ago First seen · 42 lines · 47 tokens per session scan A 8d60cb6fe8fb
risk-analyst-agent is a skill published in the GitHub repository BlueWaterCorp/RiskModels_API (0 stars, last pushed yesterday), licensed Apache-2.0. It adds 47 tokens to every session and 496 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-31.
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