What is RakshaQuant CLAUDE.md?

A project instruction file for RakshaQuant, an educational paper-trading system for India’s NSE stock market. It describes the project’s agent pipeline, commands, architecture, and optional services such as a broker and PostgreSQL database.

Use it when developing, checking configuration, running backtests, or starting the paper-trading dashboard for RakshaQuant. It documents the `uv` commands and the project’s testing, formatting, and type-checking setup.

It gives a coding agent the project rules and commands it needs to work safely in the repository. It also makes clear that the default setup uses simulated money rather than real trades.

How HimanshuMohanty-Git24/RakshaQuant configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to HimanshuMohanty-Git24/RakshaQuant. 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/HimanshuMohanty-Git24/RakshaQuant/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/HimanshuMohanty-Git24/RakshaQuant

Made for: Claude Code.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/himanshumohanty-git24/rakshaquant/claude-md/github.svg)](https://agentmods.dev/instructions/himanshumohanty-git24/rakshaquant/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/himanshumohanty-git24/rakshaquant/claude-md"><img src="https://agentmods.dev/badge/instructions/himanshumohanty-git24/rakshaquant/claude-md/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/himanshumohanty-git24/rakshaquant/claude-md"><img src="https://agentmods.dev/badge/instructions/himanshumohanty-git24/rakshaquant/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 2,881 This file is loaded in full into every session.

When invoked 2,881 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.

Model	Per session	Once invoked
Fable 5.1	$0.02881	$0.02881
Opus 5.5	$0.01152	$0.01152
Sonnet 5.5	$0.00576	$0.00576
Haiku 4.5	$0.00288	$0.00288

Measured 1mo ago against content hash 5e9455258eb7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

RakshaQuant CLAUDE.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 1mo 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.

CLAUDE.md · 216 lines

How it starts

The opening of the file, as written. The whole thing — 216 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project

RakshaQuant (Platform v2) is a paper-trading platform for NSE cash equities, built for a controlled experiment. A deterministic engine trades three paired books on the same signals: A has no advisor, B has a local typed decision model (Laya, escalating to Jev) as a veto, and C has an LLM as a veto. The question is whether AI adds value net of its cost.

Everything is recorded in an SQLite event store.
There is no broker order path: every order fills on a simulated broker.
Read docs/architecture.md first.
The build plan is docs/plan/2026-10-01-platform-v2-plan.md, the source of truth. Its status, decisions log (OD-n) and open owner questions (OQ-n) are in docs/plan/PROGRESS.md.

Hard rules:

Never add a live-broker path or enable real orders. Paper only, unless the owner explicitly asks.
Never print, log or echo values from .env: it holds real credentials. Read settings in code via get_settings(); secrets are SecretStr. Run tools with RAKSHAQUANT_ENV_FILE=none when they don't need the real configuration.
No pushing, PRs or paid API calls in loops without the owner's go-ahead.
During the month run, the trading path is frozen except for P0 fixes:
- src/strategies, src/risk, src/oms, src/brokers/simulated and src/decision;
- src/config/experiment.yaml and the RISK_* limits.
See docs/runbooks/incident.md.

Commands

Dependencies are managed with uv. The import package is src (from src.<module> import ...). Extras:

dev: pytest, ruff, mypy, hypothesis, pytest-benchmark;
web: FastAPI, uvicorn;
decision-local: Laya, which pulls torch;
broker-dhan: the DhanHQ SDK, unused by the engine.

uv sync --extra dev --extra web                     # add --extra decision-local for Laya
uv run python scripts/check_config.py               # readiness check (exit 2 on a bad config)
uv run python scripts/run_live_trading.py           # today's paper session, Rich terminal dashboard
uv run python scripts/run_live_trading.py --mode web            # same session, browser console
uv run python scripts/run_live_trading.py --demo [--mode web]   # bundled synthetic day, var/demo/
uv run python scripts/replay_day.py --date YYYY-MM-DD           # re-run a recorded day
uv run python scripts/daily_report.py --date YYYY-MM-DD         # regenerate a day's report
uv run python scripts/validate_strategy.py --start ... --end ...  # backtest + edge gate

Read the full file on GitHub · 216 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.

1mo ago Changed · -27 lines · -1,284 tokens per session 5e9455258eb7
2mo ago First seen · 243 lines · 4,165 tokens per session scan A 95770d2cfaed

Subscribe to this mod's changes

RakshaQuant CLAUDE.md is an instructions file published in the GitHub repository HimanshuMohanty-Git24/RakshaQuant (72 stars, last pushed 2d ago), licensed MIT. It adds 2,881 tokens to every session, about $0.0115 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 2026-08-30.

Finance and fintech agentic-ai ai-trading algorithmic-trading bfsi trading-algorithms tradingbot

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RakshaQuant: Instructions file for Claude Code