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. 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.
Installation
pip install ghost-reason
Usage
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 0.1.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| ghost_reason-0.1.1.tar.gz | 2.8 kB | Without provenance | Details for ghost_reason-0.1.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| ghost_reason-0.1.1-py3-none-any.whl | Python 3 | none | any | Details for ghost_reason-0.1.1-py3-none-any.whl |
Total release size: 6.5 kB
Release files / ghost_reason-0.1.1.tar.gz
| Download URL | ghost_reason-0.1.1.tar.gz |
|---|---|
| Size | 2.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
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twine/7.0.0 CPython/3.15.2
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Release files / ghost_reason-0.1.1-py3-none-any.whl
| Download URL | ghost_reason-0.1.1-py3-none-any.whl |
|---|---|
| Size | 3.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.15.2
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Security for ghost-reason 0.1.1
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