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RiskModels_API: Instructions file for Codex

AGENTS.md

RiskModels_API AGENTS.md is an instructions file for Codex, OpenCode from BlueWaterCorp/RiskModels_API. It costs 1,456 tokens per session, scanned A, original, Apache-2.0.

Repository instructions for the BlueWaterCorp RiskModels_API project, which provides financial factor analysis and hedge ratios for US equities.

In plain words
What is it for?
Use them when working on the project’s Next.js portal, command-line tools, API schemas, OpenAPI specification, MCP server, or shared agent workflows.
Why use it?
They give coding agents the project’s technical context, conventions, API details, and workflow guidance before they change or operate the code.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions Claude Code.

This is BlueWaterCorp/RiskModels_API's own configuration. It tells Codex and OpenCode how to work on RiskModels_API itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything RiskModels_API configures →

not rated 0repo changed 6d ago A scan 1,456 tokens original Apache-2.0
View source ↗ BlueWaterCorp/RiskModels_API riskmodels-api.vercel.app
Reuse

Borrowing it

Nothing to install: this file belongs to BlueWaterCorp/RiskModels_API. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/BlueWaterCorp/RiskModels_API/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/BlueWaterCorp/RiskModels_API

Made for: Codex, OpenCode.

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Per session 1,456 This file is loaded in full into every session.
When invoked 1,456 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.01456 $0.01456
Opus 5.5 $0.00582 $0.00582
Sonnet 5.5 $0.00291 $0.00291
Haiku 4.5 $0.00146 $0.00146

Measured 6d ago against content hash 65c92fdd99ba, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

RiskModels_API AGENTS.md 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.

AGENTS.md · 53 lines

How it starts

The opening of the file, as written. The whole thing — 53 lines — stays where its author put it; the contents beside it link to each section on GitHub.

RiskModels Agent Instructions

ROLE: Financial Data Analyst & Risk Management Agent SCOPE: Quantitative analysis of US equity factors and hedge ratios.

The RiskModels API returns factor decompositions and hedge ratios for ~3,000 US equities, with adjusted returns from 2006-01-04 and hedge ratios from 2010-12-08 (explained-risk shares from 2011-12-07).

Technical Details

  • API Base URL: https://riskmodels.app
  • OpenAPI Spec: OPENAPI_SPEC.yaml
  • Analysis Object Model (AOM): aom/ — canonical reasoning vocabulary for SDK/agents (aom/AOM_SPEC.md, aom/AOM_TYPES.ts); compiler mapping to HTTP routes in aom/AOM_MIGRATION.md.
  • MCP Server: mcp/ — hosted at https://riskmodels.app/api/mcp/sse (Streamable HTTP). Deterministic install: RISKMODELS_API_KEY=… npx -y riskmodels@latest install (needs Node.js LTS; pin @latest so npx does not resolve a stale package). That also installs the five playbook skills; --no-skills registers the server only. Skills alone: npx skills add BlueWaterCorp/riskmodels-plugin. See Quickstart. Claude Code (claude CLI): prefer the plugin marketplace (claude plugin marketplace add BlueWaterCorp/riskmodels-plugin then claude plugin install riskmodels@riskmodels) for skills/commands; MCP-only path is claude mcp add — see mcp/README.md. Keep one MCP connection. For local dev / air-gapped use: riskmodels mcp (stdio) or riskmodels mcp-config. Do not use npx … mcp.
  • Claude plugin SSOT: edit claude-plugin/; publish with scripts/sync-claude-plugin.sh → BlueWaterCorp/riskmodels-plugin.
  • Agent discovery: Machine-readable install summary is served at https://riskmodels.app/llms.txt (built from lib/llms-txt.ts, optional public sample key via env LLMS_TXT_PUBLIC_AGENT_KEY).
  • Python SDK (source): sdk/ — riskmodels-py on PyPI
  • Web / Next.js primitives: packages/riskmodels-web — npm workspace @riskmodels/web (React + Recharts + types for landing charts and the metrics playground). See packages/riskmodels-web/README.md.
  • Skill Guide: SKILL.md
  • Authentication: OAuth2 client credentials flow
  • Get API Key: riskmodels.app/get-key — OAuth/magic-link; key copy UX is post-login under Account → Usage.

Read the full file on GitHub · 53 lines

Changes

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.

  1. 6d ago Changed · +36 tokens per session 65c92fdd99ba
  2. 20d ago Changed · +27 tokens per session 90deee4fe7e7
  3. 2mo ago Changed · +1 lines · +76 tokens per session 6fa4300b6101
  4. 2mo ago First seen · 52 lines · 1,317 tokens per session scan A ee7bf8033ef9

Subscribe to this mod's changes

RiskModels_API AGENTS.md is an instructions file published in the GitHub repository BlueWaterCorp/RiskModels_API (0 stars, last pushed yesterday), licensed Apache-2.0. It adds 1,456 tokens to every session, about $0.0058 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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