Skip to main content

cc-transcript

Grep every Claude Code session you've ever run. The lossless Rust parser reads Claude Code's on-disk JSONL at 169 MB/s; the compiled CLI greps it and renders one line per event, 25 ms cold.

CI PyPI License PolyForm Noncommercial

Get started

uvx cc-transcript list

Every session is already on disk under ~/.claude/projects. list finds them newest first, and stats collapses one into a screenful:

Terminal running 'uvx cc-transcript stats' — one session summarized as counts, kinds, models, and tool names

Driving with an agent? Paste this:

/plugin marketplace add yasyf/cc-transcript
/plugin install cc-transcript@cc-transcript

The plugin's skill teaches Claude to answer "what did I ask you yesterday" from its own history, funneling through the CLI instead of reading raw JSONL.

No Claude Code? Point any agent at the CLI
Use `uvx cc-transcript` to investigate my Claude Code sessions: `list` finds
transcripts on disk, `stats` summarizes one, `grep` searches content, and `show`
renders one compact line per event. Start by listing my newest sessions and
summarizing the most recent one. Docs: https://yasyf.github.io/cc-transcript/

Use cases

Ask Claude what you asked Claude yesterday

Yesterday's session is a megabyte of JSONL, and pasting it into a chat blows the context window. Render the spine instead:

uvx cc-transcript show --signal --tail 20 ~/.claude/projects/<project>/<session>.jsonl

--signal keeps only the substantive user and assistant turns. One line per event, a few hundred tokens for the whole exchange. With the plugin installed, skip the command and ask Claude directly; its skill runs this funnel for you.

Find the session where you fixed that bug

The fix happened weeks ago, in one of a few hundred transcripts. Search them all:

uvx cc-transcript grep "TranscriptExpiredError" --project cc-transcript

Hits print under their transcript's path, each line carrying its raw event index; feed an index back into show --range to re-read the conversation around the fix. grep searches your newest 50 transcripts by default; --all takes it to every session on disk, and a no-match run exits 1 so it scripts cleanly.

Debug a token blowup from transcript evidence

A session burned through the context window and you want the culprit, not a guess. Rank the evidence:

uvx cc-transcript stats --per-file --project myapp

Each block reports text, thinking, and tool-io bytes plus per-tool call counts; the blowup stands out as an outsized tool io line. Then grep --tool <name> --with-result pins it to the exact calls.

Script it from Python

The CLI's funnel is four commands; your own tooling wants the events themselves. parse turns a path into a Transcript of typed lazy views, with the noise already dropped inside the engine:

from cc_transcript import NOISE_SPEC, discover, parse

transcript = parse(discover()[0], drop=NOISE_SPEC)
print(len(transcript.events), "events after the noise drop")

discover() lists every transcript on disk newest first, stream fans a whole corpus across the parse pool, and resolve finds one session by UUID. parse also reads OpenAI Codex CLI rollouts — hand it a path from ~/.codex/sessions and the same typed events come back. The getting-started guide builds this out to a composed filter and a sentiment score.

JSON output schema

show --json and grep --json emit JSONL, with one object per event. Each event uses the envelope {i, kind, meta, model, text, blocks, stop_reason, usage}; fields that do not apply to its kind are omitted. Every object in blocks has a type discriminator such as text, thinking, tool_use, tool_result, or fallback.

More in the docs

  • The Python library turns a transcript into typed lazy views, a composed filter, and a score in a dozen lines.
  • Filtering events covers composable clauses, specs, and the ready-made NOISE_SPEC.
  • Sentiment scoring buckets conversations and scores them around any inference engine.
  • Feedback mining runs detectors, confidence calibration, and LLM verdict passes over your corpus.
  • The Rust engine is the implementation — parsing, filtering, scoring, and mining — its correctness pinned by hand-owned literals and golden fixtures.
  • Codex rollouts make the parser two-provider: OpenAI Codex CLI sessions lower into the same typed events, with rollout discovery, subagent joins, and per-session lifecycle and token totals. list --provider codex finds them from the shell.
  • API reference documents the complete typed surface, from TranscriptEvent to SessionActivity.

Read the docs for the full guide. Licensed under PolyForm Noncommercial 1.0.0.

Release files for cc-transcript 14.28.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for cc-transcript 14.28.1
File Size Uploaded
cc_transcript-14.28.1.tar.gz 12.4 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for cc-transcript 14.28.1
File
cc_transcript-14.28.1-cp313-abi3-manylinux_2_28_x86_64.whl CPython 3.13 abi3 Linux glibc 2.28+ x86-64 Details
cc_transcript-14.28.1-cp313-abi3-manylinux_2_28_aarch64.whl CPython 3.13 abi3 Linux glibc 2.28+ ARM64 Details
cc_transcript-14.28.1-cp313-abi3-macosx_11_0_x86_64.whl CPython 3.13 abi3 macOS 11.0+ x86-64 Details
cc_transcript-14.28.1-cp313-abi3-macosx_11_0_arm64.whl CPython 3.13 abi3 macOS 11.0+ ARM64 Details

Total release size: 133.4 MB

Release files / cc_transcript-14.28.1.tar.gz

Download URL cc_transcript-14.28.1.tar.gz
Size 12.4 MB
Tags Source
SHA-256 checksum
How to use checksums
220f30d68eaafb9027463d288be1d79f1f63db33748887cb6b0d7bd8c8efaeaf
BLAKE2b-256 checksum
How to use checksums
c913b57edcdf91f3bb34d38a0245907d5504e35261737a586d2ee70409d0a3c8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 26, 2026.

Transparency log

Release files / cc_transcript-14.28.1-cp313-abi3-manylinux_2_28_x86_64.whl

Download URL cc_transcript-14.28.1-cp313-abi3-manylinux_2_28_x86_64.whl
Size 30.7 MB
Tags CPython 3.13 Linux glibc 2.28+ x86-64 abi3
SHA-256 checksum
How to use checksums
ec64d4c25f003c0045e83c8716ce0a3e8c6ee7bef8a31913aabf57b5bf7022e8
BLAKE2b-256 checksum
How to use checksums
f785739422546f6d0efeeb04fd691d6845a4ca5a95ded8954169bba55d0be72e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 26, 2026.

Transparency log

Release files / cc_transcript-14.28.1-cp313-abi3-manylinux_2_28_aarch64.whl

Download URL cc_transcript-14.28.1-cp313-abi3-manylinux_2_28_aarch64.whl
Size 30.1 MB
Tags CPython 3.13 Linux glibc 2.28+ ARM64 abi3
SHA-256 checksum
How to use checksums
f7b6faeb98aea0826d2c87f14604914f1a4024f8133a257b87d36bbba07cc272
BLAKE2b-256 checksum
How to use checksums
477e031dfe5c2d1cc9580a3df53b0c6c2f8b57d8c5cb2a158ce9138e3d1008d1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 26, 2026.

Transparency log

Release files / cc_transcript-14.28.1-cp313-abi3-macosx_11_0_x86_64.whl

Download URL cc_transcript-14.28.1-cp313-abi3-macosx_11_0_x86_64.whl
Size 30.4 MB
Tags CPython 3.13 abi3 macOS 11.0+ x86-64
SHA-256 checksum
How to use checksums
f0ed0333aa48e3a883a8a6db807cc95200f72ad5f216e15e7d2b0468977f6c4b
BLAKE2b-256 checksum
How to use checksums
0bc4d4fc91d34874adf4125b3bbe54c561c5938eda356ef5cd6dae0464ea86cf
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 26, 2026.

Transparency log

Release files / cc_transcript-14.28.1-cp313-abi3-macosx_11_0_arm64.whl

Download URL cc_transcript-14.28.1-cp313-abi3-macosx_11_0_arm64.whl
Size 29.9 MB
Tags CPython 3.13 abi3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
fbad941cc4f59aa328987f1d69276a8b60463ce8b4858df213d2e621424f24bc
BLAKE2b-256 checksum
How to use checksums
aa728f80d49ffc7dddae2583e872770c2f3b2850761d8e55785f3ac9df33a2ff
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 26, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

14.28.1 This release

5 release files

14.9.0

5 release files

14.8.0

5 release files

14.7.0

5 release files

14.6.1

5 release files

14.6.0

5 release files

14.5.0

5 release files

14.4.0

5 release files

14.2.0

5 release files

14.1.1

5 release files

14.1.0

5 release files

14.0.0

5 release files

13.2.0

5 release files

13.1.0

5 release files

13.0.0

5 release files

12.1.1

5 release files

12.1.0

5 release files

12.0.0

5 release files

11.0.0

5 release files

10.8.0

5 release files

10.7.0

5 release files

10.6.0

5 release files

10.5.0

5 release files

10.4.0

5 release files

10.3.0

5 release files

10.2.0

5 release files

9.1.0

5 release files

9.0.1

5 release files

9.0.0

5 release files

8.1.0

5 release files

8.0.0

5 release files

7.1.0

5 release files

7.0.2

5 release files

7.0.1

5 release files

7.0.0

5 release files

6.0.0

5 release files

5.0.0

5 release files

4.1.0

5 release files

4.0.0

5 release files

3.3.0

5 release files

3.2.0

5 release files

3.1.0

5 release files

3.0.1

5 release files

3.0.0

5 release files

2.0.0

5 release files

0.9.0

5 release files

0.8.0

5 release files

0.7.1

5 release files

0.7.0

5 release files

0.6.0

5 release files

0.5.0

5 release files

0.4.0

5 release files

0.3.0

5 release files

0.1.0

5 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page