Context analytics
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ctxrot
Understand your ReAct agent's context window and fight context rot.
Note: ctxrot currently supports only DSPy>=3.1.3 and may produce mis-aligned output. Please report any issues you encounter — the API may change.
Install
uv add ctxrot
Quick start
import dspy
from ctxrot import CtxRotCallback
callback = CtxRotCallback(db_path="ctxrot.db", store_content=True)
dspy.configure(
lm=dspy.LM("openai/gpt-5.4-mini"),
callbacks=[callback],
)
react = dspy.ReAct("question -> answer", tools=[tool_a, tool_b])
result = react(question="What is the capital of France?")
Then open the TUI dashboard:
ctxrot --db ctxrot.db
Learn more
Full Documentation → — concepts, CLI reference, Python API, export formats, deep analysis, and runnable examples.
The site also publishes an llms.txt / llms-full.txt for LLM agents that want to ingest the docs directly.
License
MIT
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