Skip to main content

Context audit for coding-agent transcripts: compaction events, absence findings, and the context bill (Claude Code + Codex CLI). Local, offline, share-safe by default.

Project description

Nauro Ballast

Context audit for coding-agent transcripts. Reads your local Claude Code and Codex CLI session logs and produces your context bill: what filled your context windows, where documented compactions happened, what survived them, and what did not.

Status: pre-release alpha. An open-source Nauro project (Apache-2.0).

What it does

  • nauro-ballast census: a share-safe census over ~/.claude/projects and ~/.codex/sessions: sessions, composition by category, peak context sizes, documented compaction events, context wall-hits, and inferred session-boundary structure. Counts only; no transcript content in the output.
  • nauro-ballast match: the absence matcher. For every documented compaction boundary it reconstructs the post-compaction context exactly as the harness defines it and reports, per pre-boundary message, what remained lexically reachable.

Claim discipline

Findings are tiered and the tiers are never pooled:

  • DETECTED-ABSENCE (Claude Code documented boundaries): a message with no verbatim or near-verbatim match in the reconstructed context at the boundary. Lexical absence, reported as such; never a claim about model behavior. Re-supply later in the session is counted separately.
  • AT-RISK (Codex): the compaction item is encrypted by design, so items not among the kept plaintext are reported as exposure, never as absence.
  • INFERRED (both): heuristics (token discontinuities, rapid-successor sessions), always labeled.

Privacy

Fully local, offline, zero network calls, no account. The default report is share-safe: counts, categories, and truncated identifiers only. Verbatim excerpts require an explicit --with-excerpts flag and pass a redaction filter (keys, tokens, emails, paths) first.

Install

Not yet published. From a checkout:

uvx --from . nauro-ballast census
uvx --from . nauro-ballast match

Once published: uvx nauro-ballast census.

License

Apache-2.0.

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

nauro_ballast-0.1.0.dev1.tar.gz (19.5 kB view details)

Uploaded Source

Built Distribution

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

nauro_ballast-0.1.0.dev1-py3-none-any.whl (19.7 kB view details)

Uploaded Python 3

File details

Details for the file nauro_ballast-0.1.0.dev1.tar.gz.

File metadata

  • Download URL: nauro_ballast-0.1.0.dev1.tar.gz
  • Upload date:
  • Size: 19.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for nauro_ballast-0.1.0.dev1.tar.gz
Algorithm Hash digest
SHA256 be90a20e2aa335565468c5387d2ac3ab933871831c5a831c624c8a64ae609586
MD5 100ce9a980f00c85af0aaff2060981b7
BLAKE2b-256 579e15a89c541bde9352c5807642028a51a7cec35599f1ea3dedf6cbb16ce27b

See more details on using hashes here.

Provenance

The following attestation bundles were made for nauro_ballast-0.1.0.dev1.tar.gz:

Publisher: release.yml on Nauro-AI/ballast

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file nauro_ballast-0.1.0.dev1-py3-none-any.whl.

File metadata

File hashes

Hashes for nauro_ballast-0.1.0.dev1-py3-none-any.whl
Algorithm Hash digest
SHA256 22d3767a79acecb01b6d7885d061cc58fbf1391324cac1f5018ea5e12ae0b2ea
MD5 32556bb9f288f92d2cf6550c0d4d7bc8
BLAKE2b-256 d400b9605af04842ac0243d48cee32053425327f346108e2db33cd8861091123

See more details on using hashes here.

Provenance

The following attestation bundles were made for nauro_ballast-0.1.0.dev1-py3-none-any.whl:

Publisher: release.yml on Nauro-AI/ballast

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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