Skip to main content

Framework-agnostic trace schema, graph, detectors and causal ranking for Runopsy

Project description

runopsy-core

The framework-agnostic heart of Runopsy: the normalized trace schema, the typed execution graph, the deterministic detector registry and causal ranking.

This package must never import runtime-specific code. Runtime adapters (Hermes and later others) translate their own events into the schema defined here, and everything downstream — diagnosis, replay planning, the UI and the benchmark — consumes only this normalized form. That boundary is what keeps Runopsy independent of any single agent framework.

Two properties are structural rather than optional:

  • Content is referenced by hash, not stored. Prompts, tool arguments, claims and evidence carry *_hash fields. Raw text stays on the user's machine, so a trace can be shared or sent to a diagnostic model without leaking source code or secrets.
  • Events are ordered and gap-checked. Every event carries a monotonic sequence within its run, so a truncated or tampered trace is detectable instead of silently producing a confident, wrong diagnosis.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

runopsy_core-0.1.5.tar.gz (34.2 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

runopsy_core-0.1.5-py3-none-any.whl (43.8 kB view details)

Uploaded Python 3

File details

Details for the file runopsy_core-0.1.5.tar.gz.

File metadata

  • Download URL: runopsy_core-0.1.5.tar.gz
  • Upload date:
  • Size: 34.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.12.0 {"installer":{"name":"uv","version":"0.12.0","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":null,"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}

File hashes

Hashes for runopsy_core-0.1.5.tar.gz
Algorithm Hash digest
SHA256 38c751ea58afbeef4d14396939eaaae33b870526543a9669a66376c50e06a40a
MD5 7b7d3dcfdabbc760c8b94ff206683fc4
BLAKE2b-256 9406fdb55b3a76278c26caa4479b49093e0ca37d1a15a257814ce7b29962debe

See more details on using hashes here.

File details

Details for the file runopsy_core-0.1.5-py3-none-any.whl.

File metadata

  • Download URL: runopsy_core-0.1.5-py3-none-any.whl
  • Upload date:
  • Size: 43.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.12.0 {"installer":{"name":"uv","version":"0.12.0","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":null,"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}

File hashes

Hashes for runopsy_core-0.1.5-py3-none-any.whl
Algorithm Hash digest
SHA256 fcc228db9ab81a780016072612e6f2a660970d77287075988db3f2ca5c5f1383
MD5 28bd59f9df094044968ae8da7938555f
BLAKE2b-256 0df28b8791ce7a2bb72f0dba2d03cf43f3f6d8078ddf835f5263802cc5eb46d0

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page