Borrowing it
Nothing to install: this file belongs to koul777/Public-Regulation-MCP-Builder. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/koul777/Public-Regulation-MCP-Builder/main/AGENTS.mdgit clone --depth 1 https://github.com/koul777/Public-Regulation-MCP-BuilderWrote 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/instructions/koul777/public-regulation-mcp-builder/agents-md)<a href="https://agentmods.dev/instructions/koul777/public-regulation-mcp-builder/agents-md"><img src="https://agentmods.dev/badge/instructions/koul777/public-regulation-mcp-builder/agents-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.
<a href="https://agentmods.dev/instructions/koul777/public-regulation-mcp-builder/agents-md"><img src="https://agentmods.dev/badge/instructions/koul777/public-regulation-mcp-builder/agents-md.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 | $0.00467 | $0.00467 |
| Opus 5 | $0.00234 | $0.00234 |
| Sonnet 5 | $0.00093 | $0.00093 |
| Haiku 4.5 | $0.00047 | $0.00047 |
Grade A, and why
Public-Regulation-MCP-Builder 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 39 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Guidelines
This public source-only repository contains the Korean public-institution regulation preprocessing and approved local RAG/MCP source code.
Layout
app/: FastAPI routes, parsers, processors, storage, ingestion, retrieval, and MCP tools.frontend/: local-only Streamlit operator UI.scripts/: operational CLIs and release evidence tools.tests/: deterministicunittestcoverage.docs/: public architecture, security, contribution, and release documentation.
Development
- Use Python 3.11+ and 4-space indentation.
- Keep parsing, processing, storage, ingestion, API, and security concerns separated.
- Use type hints for public functions and Pydantic models for structured API data.
- Run commands from the repository root.
python -m unittest discover -s tests -v
python -m build --sdist --wheel
python scripts\audit_release_hygiene.py --workflow-scope available --include-untracked --include-source-path-scan
Security
- Preprocessing is not itself a security control.
- Only approved chunks may be indexed into the local Vector/RAG store.
- Keep raw uploads, runtime exports, secrets, local paths, and institution-specific identifiers out of public source and MCP responses.
- Use tenant isolation, approval journals, audit logs, and explicit review flags for uncertain parsing.
- The public repository must not be created by exposing the history of a private repository. Follow
docs/public_repository_history_policy_ko.mdand use a clean-history orphan snapshot for a separate public repository.
Contributions
Add focused tests for parser behavior, security gates, tenant isolation, vector ingestion, approval-based indexing, and public-release hygiene. See docs/harness_engineering_plan_ko.md and docs/hermes_engineering_plan_ko.md for public release-harness procedures. Include the commands and results in pull requests. Do not commit generated runtime data or institution documents.
Changes to parsing/preprocessing logic, regression baselines, or their GitHub guard must also follow docs/preprocessing_change_governance_ko.md: complete the protected PR template fields, change a focused regression test, and obtain Code Owner review plus the preprocessing-reviewed label.
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.
- 12d ago First seen · 39 lines · 467 tokens per session scan A 9a1b945545a8
Public-Regulation-MCP-Builder AGENTS.md is an instructions file published in the GitHub repository koul777/Public-Regulation-MCP-Builder (43 stars, last pushed 5d ago), licensed MIT. It adds 467 tokens to every session, about $0.0023 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 instructions, from other repositories
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).