ContextAdapt · Repositories · 中文

Context safety · Tool calling · Observability · Evaluation · Long-running workflows

I like turning vague agent failures into small, reproducible tests—and then into guardrails that run before a tool changes the system.

An agent can keep a complete old plan after the user has replaced the task. The plan still looks valid, but acting on it can change the wrong environment or reuse permission that is no longer current.

ContextAdapt checks the action's provenance and current permission immediately before execution. Its core verifier runs locally and deterministically.

• Try the synthetic failure case in 10 seconds—no install, API key, or model call required.
• Gate execution with PASS, BLOCK, or fail-closed INSUFFICIENT_EVIDENCE results.
• Block stale Codex and OMP tool calls before they modify a file.
• Inspect the trace contract, cited evidence, and machine-readable integration result.

Repository · Action guard · Executor integrations · Machine-readable result

Alpha scope: ContextAdapt currently checks actions built from superseded context and protected edits without current permission. A PASS result is not a universal safety guarantee.

Agent behavior should be observable, reproducible, and grounded in current system state.