Borrowing it
Nothing to install: this file belongs to HarleyCoops/KimiK3Manim. 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/HarleyCoops/KimiK3Manim/main/CLAUDE.mdgit clone --depth 1 https://github.com/HarleyCoops/KimiK3ManimWrote 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/harleycoops/kimik3manim/claude-md)<a href="https://agentmods.dev/instructions/harleycoops/kimik3manim/claude-md"><img src="https://agentmods.dev/badge/instructions/harleycoops/kimik3manim/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.
<a href="https://agentmods.dev/instructions/harleycoops/kimik3manim/claude-md"><img src="https://agentmods.dev/badge/instructions/harleycoops/kimik3manim/claude-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 | $0.02144 | $0.02144 |
| Opus 5 | $0.01072 | $0.01072 |
| Sonnet 5 | $0.00429 | $0.00429 |
| Haiku 4.5 | $0.00214 | $0.00214 |
Grade A, and why
KimiK3Manim 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 10d 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 — 293 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.
Communication Style
- Never use emojis in any responses, code, or documentation unless explicitly requested by the user
Development Commands
Package Management (UV)
# Install Python 3.13+ and dependencies
uv python install 3.13
uv sync
# Run Python scripts with uv
uv run python script.py
# Run with specific Python version
uv run --python 3.13 python script.py
Testing
# Run all tests (requires MOONSHOT_API_KEY)
pytest examples/ -v
# Run specific test file
uv run python examples/test_kimi_integration.py
uv run python examples/test_qft_pipeline.py
Manim Rendering
# Preview quality (-pql)
manim -pql manim_scenes/harmonic_theorem.py HarmonicDivisionTheorem
# High quality (-pqh)
manim -pqh manim_scenes/epic_rhombicosidodecahedron.py EpicRhombicosidodecahedron
# List all scenes in a file
manim -pql manim_scenes/SlowFastNetwork.py --list_scenes
Environment Setup
# Copy environment template
cp .env.template .env
# Edit .env and add:
# MOONSHOT_API_KEY=sk-your-key-here
# KIMI_ENABLE_THINKING=heavy
# KIMI_USE_TOOLS=true
High-Level Architecture
K3 Agent Swarm (current)
The current pipeline is k3_agents/: six specialist agents, all
running on kimi-k3, exchanging strict
json_schema artifacts defined in schemas/artifacts.py,
orchestrated by a deterministic supervisor that
renders with Manim and drives a coder/critic repair loop.
uv run python -m k3_agents.supervisor "your concept here"
K3 API notes (differ from K2):
- temperature/top_p are fixed server-side on kimi-k3; the client strips them
- thinking is always on; effort via KIMI_REASONING_EFFORT (only "max" today)
- structured output via response_format json_schema strict mode
- responses may include reasoning_content alongside content
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.
- 10d ago First seen · 293 lines · 2,144 tokens per session scan A c5b555db869a
KimiK3Manim CLAUDE.md is an instructions file published in the GitHub repository HarleyCoops/KimiK3Manim (143 stars, last pushed 1mo ago), licensed MIT. It adds 2,144 tokens to every session, about $0.0107 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.
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