Matthew0822/ToolReplay

Audit AI agent tool-call transcripts: hash-chain sealing, deterministic replay, and scope overreach checks. Dependency-free Python CLI.

AI agentsPython#ai-agents#audit#cli#determinism#hash-chain

0.9 Cooling Magnitude out of 10. Star growth looks organic. Data as of September 18, 2026.

Open on Seismograph Open on GitHub

About the project

A dependency-free Python CLI that audits recorded AI agent tool-call transcripts for non-determinism, redundant calls, and permission overreach, and seals transcripts with a hash chain.

Useful for

Audit an agent session transcript for non-determinism and redundant calls with the replay command
Check that an agent stayed within its declared permissions using the scope command with a scope file
Seal a transcript with a hash chain and later verify its integrity with the verify command

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

1 star so far today, about 2 expected by the end of the day.
The repository is 4 days old and already has 180 stars.
Top new repositories this week: #62.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 180
Stars in a day: 2
Forks: 21
Issues and pull requests: 1
Watchers: 3
Language: Python
License: MIT
Latest release: v0.6.0 · September 14, 2026
Created: September 14, 2026
Last push: September 14, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

September 18, 2026Top new repositories this week: #49
September 17, 2026Top new repositories this week: #44
September 16, 2026Top new repositories this week: #52
September 15, 2026Top new repositories this week: #49
September 14, 2026Top new repositories this week: #64

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/Matthew0822/ToolReplay.svg?lang=en)](https://gitnova.dev/en/r/Matthew0822/ToolReplay)

Similar projects

8.9
browser-use/jev-ultrafast
A browser agent with a dynamic, indexed action space: given one natural-language goal it picks an operation (CLICK, TYPE_TEXT, SELECT, etc.) and an element, using a small LLM to generate text only for typing.

BreakoutAI agentsPython+2,425 stars in a day
8.6
tamaratran/fast-jev-compaction
Claude Code plugin that replaces context compaction summaries with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim. Also…

BreakoutAI agentsTypeScript+1,785 stars in a day
8.1
hypit-ai/hypit
Hypit gives AI agents a language and system to create video: the agent clones a viral clip as an editable workflow — footage, captions, B-roll and effects anchored to words instead of seconds.

BreakoutAI agentsTypeScript+882 stars in a day
7.9
Tencent/BrowserSkill
BrowserSkill connects AI agents (Cursor, Claude Code, Codex, etc.) to your already logged-in browser via the bsk CLI and an extension, letting the agent work in a separate window without interrupting you.

BreakoutAI agentsTypeScript+753 stars in a day
7.0
korcarc/text-humanizer
A Python tool that rewrites AI-generated text through an LLM and translation pipeline to bypass detectors like Turnitin and GPTZero. Supports 8 languages and requires a DeepSeek API key.

Early signalAI agentsPython+323 stars in a day
6.9
Tencent/WeKnora
Open-source LLM knowledge platform: turns raw documents into queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

BreakoutAI agentsGo+455 stars in a day