Makoto

by Clear-Sights · Agent Tool · ★ 45

About Makoto

Makoto An integrity hook for Claude Code that watches the agent's own tool calls and blocks the ones that fake a check. When Claude says it did something (ran the tests, cited a paper, committed the fix, verified the certificate), makoto holds that word against its record. If the deed isn't there, or the verification was quietly disabled, makoto blocks the tool call (or the end-of-turn) and hands the agent a one-line correction to retry against. It judges the agent against its own utterances and record, never the world's truth.

ai-agentsclaudeclaude-codeclaude-code-pluginguardrailshooksintegrity

Quick Facts

Stars45
Forks4
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score61.7462410782574/100
Last Updated2026-10-12
Created2026-06-12
Platformsclaude-code, python
Est. Tokens~19k

Compatible Skills

These tools work well together with Makoto for enhanced workflows:

  • dot-claude — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • claude-code-tips — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (58%)
  • claude-leverage — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)
  • claude-prime — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)
  • encode-toolkit — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (58%)

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Frequently Asked Questions

What is Makoto?

Makoto is When Claude says “tests pass”, makoto checks the record — every claim held against the agent's own logged deeds; fakes blocked, not warned. Each check ships at measured zero false positives. 誠. It is categorized as a Agent Tool with 45 GitHub stars.

What programming language is Makoto written in?

Makoto is primarily written in Python. It covers topics such as ai-agents, claude, claude-code.

How do I install or use Makoto?

You can find installation instructions and usage details in the Makoto GitHub repository at github.com/Clear-Sights/Makoto. The project has 45 stars and 4 forks, indicating an active community.

What license does Makoto use?

Makoto is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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