Borrowing it
Nothing to install: this file belongs to hluaguo/learn-faster-kit. 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/hluaguo/learn-faster-kit/main/AGENTS.mdgit clone --depth 1 https://github.com/hluaguo/learn-faster-kitWrote 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/hluaguo/learn-faster-kit/agents-md)<a href="https://agentmods.dev/instructions/hluaguo/learn-faster-kit/agents-md"><img src="https://agentmods.dev/badge/instructions/hluaguo/learn-faster-kit/agents-md.svg" alt="Measured on agentmods" 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 | $0.00700 | $0.00700 |
| Opus 5 | $0.00350 | $0.00350 |
| Sonnet 5 | $0.00140 | $0.00140 |
| Haiku 4.5 | $0.00070 | $0.00070 |
Grade A, and why
learn-faster-kit 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.
How it starts
The opening of the file, as written. The whole thing — 36 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Guidelines
Project Structure & Module Organization
This is a Python 3.12 package using a src/ layout. Runtime code lives in src/learn_faster/, with the CLI entry point in src/learn_faster/cli/main.py. Agent profiles are defined in src/learn_faster/cli/agents.py. Packaged learning assets live under src/learn_faster/templates/: shared scripts and references are in templates/shared/, while agent-specialized assets are in templates/agents/<agent-name>/modes/<mode>/. Keep user-facing documentation in README.md, release notes in CHANGELOG.md, and contributor process notes in .github/CONTRIBUTING.md.
There is currently no committed test suite. Add tests under tests/ when changing behavior, mirroring the package structure where practical.
Build, Test, and Development Commands
uv syncinstalls project dependencies frompyproject.tomlanduv.lock.uv run learn-faster --helpruns the CLI locally through the project environment.uv run learn-faster init --agent claude-codeinitializes the current directory for the Claude Code profile.uv run learn-faster init --agent codexinitializes the current directory for the Codex profile.uv run learn-faster versionverifies the installed package metadata and console script.uv buildbuilds source and wheel distributions using Hatchling.uv run pytestshould be used once tests are added.
Avoid committing generated local install targets in consumer projects, such as .learning/, .claude/, .codex/, CLAUDE.md, or generated AGENTS.md. This repository's root AGENTS.md is the contributor guide and should stay tracked.
Coding Style & Naming Conventions
Use standard Python style with 4-space indentation, type hints for new public helpers, and pathlib.Path for filesystem work. Prefer small, direct functions that match the current CLI style. Use snake_case for functions, variables, and module names; use PascalCase for classes. Agent names and user-facing command filenames should stay lowercase and hyphenated, for example claude-code, codex, and generate-exam.md.
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 First seen · 36 lines · 700 tokens per session scan A 7b077e190e04
learn-faster-kit AGENTS.md is an instructions file published in the GitHub repository hluaguo/learn-faster-kit (371 stars, last pushed 1mo ago), licensed MIT. It adds 700 tokens to every session, about $0.0035 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
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).
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).
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.
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.