# Matthew0822/ToolReplay

> 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.

- Magnitude: 0.0 out of 10 — Quiet
- Stars: 183 total · +0 stars on 2026-09-30 (UTC)
- Star trust: unusual star pattern (heuristic)
- Category: AI agents · Language: Python · License: MIT · Created: 2026-09-14 · Last push: 2026-09-14
- GitHub: https://github.com/Matthew0822/ToolReplay · Homepage: http://quartzjer.github.io/pennybank/ · Page: https://gitnova.dev/en/r/Matthew0822/ToolReplay

## 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

## Why it’s here

- The repository is 16 days old and already has 183 stars.

## Star trust

Unusual star pattern (heuristic).
- Stars arrived in one batch on a single day (168) and stopped right after: 5 over the next two days. Real interest usually fades gradually.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 21
- Issues and pull requests: 1
- Watchers: 3
- Average over the last week: 0 per day
- Usual pace: 8 per day
- Latest release: v0.6.0 (2026-09-14)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-04 … 2026-11-02: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

09-17 1.2, 09-18 1.1, 09-19 0.4, 09-20 0.3, 09-21 0.4, 09-22 0.3, 09-23 0.0, 09-24 0.0, 09-25 0.0, 09-26 0.0, 09-27 0.0, 09-28 0.0, 09-29 0.0, 09-30 0.0

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-30 23:58 UTC, updated every 30 minutes.