Ghost Reason
Trace your AI agent's reasoning, not just its tool calls.
Ghost Reason is a local-first Python package that logs the full reasoning timeline of an AI agent: the prompt, the thought process, the tool call, and the result. It writes everything to a SQLite database and gives you a clean CLI to view the chain of decisions.
Why use it?
Ghost Tracer shows you what the agent did. Ghost Reason shows you why.
When an agent drifts, loops, or hallucinates, the tool-call log tells you which tool failed. The reasoning log tells you why the agent chose that tool in the first place.
Installation
pip install ghost-reason
Usage
- Wrap your agent's reasoning:
from ghost_reason import ReasonTracer tracer = ReasonTracer() tracer.log("prompt", user_input) tracer.log("thought", model_response.content) tracer.log("tool_call", f"{tool_name}({tool_args})") tracer.log("tool_result", str(result))
- View the timeline:
ghost-reason view
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for ghost-reason 0.1.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
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| ghost_reason-0.1.0.tar.gz | 3.0 kB | Without provenance | Details for ghost_reason-0.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
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| ghost_reason-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for ghost_reason-0.1.0-py3-none-any.whl |
Total release size: 6.7 kB
Release files / ghost_reason-0.1.0.tar.gz
| Download URL | ghost_reason-0.1.0.tar.gz |
|---|---|
| Size | 3.0 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / ghost_reason-0.1.0-py3-none-any.whl
| Download URL | ghost_reason-0.1.0-py3-none-any.whl |
|---|---|
| Size | 3.8 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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