anchor-stack CLAUDE.md

anchor-stack CLAUDE.md is an instructions file for coding agents from jaguarliuu/anchor-stack. It costs 948 tokens per session, scanned A, original, MIT.

Project instructions for Anchor Stack, a Python server that lets AI tools use shared tools and services. They describe the project layout, coding rules, and directories that need extra care.

In plain words
What is it for?
Use them when adding or changing Anchor Stack tools, services, data models, templates, or tests.
Why use it?
They help an agent change the right files and avoid damaging framework code. They also specify using the project's logger instead of print statements.

Instructions file

Install

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.

agentmods
npx agentmods add instructions/jaguarliuu/anchor-stack/claude-md
Clone the repo
git clone --depth 1 https://github.com/jaguarliuu/anchor-stack

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.

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README.md
[![agentmods](https://agentmods.dev/badge/instructions/jaguarliuu/anchor-stack/claude-md.svg)](https://agentmods.dev/instructions/jaguarliuu/anchor-stack/claude-md)
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<a href="https://agentmods.dev/instructions/jaguarliuu/anchor-stack/claude-md"><img src="https://agentmods.dev/badge/instructions/jaguarliuu/anchor-stack/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 948 This file is loaded in full into every session.
When invoked 948 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.00948 $0.00948
Opus 5 $0.00474 $0.00474
Sonnet 5 $0.00190 $0.00190
Haiku 4.5 $0.00095 $0.00095

Measured 4d ago against content hash 59fd6d1ee768, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

anchor-stack 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 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.

CLAUDE.md · 163 lines

How it starts

The opening of the file, as written. The whole thing — 163 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md - Anchor Stack Project Instructions

This file contains instructions for Claude Code when working on this project.

Project Overview

  • Project Name: Anchor Stack
  • Type: MCP Server (Model Context Protocol)
  • Language: Python 3.10+
  • Purpose: AI-friendly engineering foundation with stable versions, unified logging, and pluggable capability packs

Directory Structure

Modifiable Directories

  • src/anchor_stack/tools/ - MCP tool implementations
  • src/anchor_stack/services/ - Core business logic
  • src/anchor_stack/models/ - Pydantic data models
  • stacks/ - Stack template definitions
  • packs/ - Pack template definitions
  • tests/ - Test files

Protected Directories (Do Not Modify Without Understanding)

  • src/anchor_stack/core/ - Framework essentials (logger, config, exceptions)

Code Standards

Logging

Always use the built-in logger, NOT print():

from anchor_stack.core.logger import get_logger

logger = get_logger(__name__)

# Correct usage
logger.info("Operation completed", extra={"task_id": 123, "status": "success"})
logger.error("Operation failed", extra={"error": str(e), "context": ctx})
logger.debug("Debug info", extra={"data": data})

# INCORRECT - Never use
print("Operation completed")  # ❌

Configuration

All configuration should use pydantic-settings:

from anchor_stack.core.config import get_settings

settings = get_settings()
# Access settings.log_level, settings.stacks_dir, etc.

# INCORRECT - Never hardcode
LOG_LEVEL = "DEBUG"  # ❌

Exceptions

Use custom exceptions from core.exceptions:

from anchor_stack.core.exceptions import (
    StackNotFoundError,
    PackNotFoundError,
    TemplateRenderError,
)

# Raise with context
raise StackNotFoundError(
    "Stack not found",
    stack_type="nextjs",
    version="2025.1"
)

Type Hints

All functions must have type hints:

# Correct
def process_data(items: list[str], count: int = 10) -> dict[str, Any]:
    ...

# INCORRECT
def process_data(items, count=10):  # ❌
    ...

Read the full file on GitHub · 163 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. 4d ago First seen · 163 lines · 948 tokens per session scan A 59fd6d1ee768

Subscribe to this mod's changes

anchor-stack CLAUDE.md is an instructions file published in the GitHub repository jaguarliuu/anchor-stack (2 stars, last pushed 7mo ago), licensed MIT. It adds 948 tokens to every session, about $0.0047 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 2026-08-31.

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