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tracelabel

PyPIInfrastructure

PulseGate's liveness check found it on 14 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 12 Jul 2026. How this is checked

tracelabel is a local-first, zero-configuration CLI tool for labeling and annotating LLM traces. It enables fast, keyboard-driven annotation workflows without requiring accounts or server infrastructure, making it ideal for AI researchers and developers evaluating model outputs.

Inferred · not functionally tested

Open SourceApache-2.0CLI
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Overview

5 features

Purpose: Efficiently labeling and annotating LLM traces without server setup or user accounts.

Inferred · not functionally tested

Audience: AI researchers and developers evaluating LLM outputs

Inferred · not functionally tested

Functions: data_extraction

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

tracelabel is a LLM evaluation & benchmarks project. Inferred · not functionally tested: Efficiently labeling and annotating LLM traces without server setup or user accounts. Inferred · not functionally tested: It is built as an open-source project for AI researchers and developers evaluating LLM outputs. Basis unknown · not verified: tracelabel is open source under the Apache-2.0 license. Basis unknown · not verified: It runs on the command line.

Behind tracelabel is Dkashkett, and it first shipped in 2026. The project is developed in the open on GitHub with 16 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include local-first, zero-config, and keyboard shortcuts.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Local-first
  • Zero-config
  • Keyboard shortcuts
  • No account required
  • Trace annotation

Topics: Inferred · not functionally tested

Tags
llm-evaluationtrace-labelinglocal-tool
AI capabilities
Text

JSON profile · Text profile · Access guide

Built with & integrations

Runs on
CLI

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

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Frequently asked questions about tracelabel

What does tracelabel do?
Inferred · not functionally tested: Efficiently labeling and annotating LLM traces without server setup or user accounts. It is catalogued under LLM evaluation & benchmarks on PulseGate.
Who is tracelabel for?
Inferred · not functionally tested: tracelabel is an open-source project built for AI researchers and developers evaluating LLM outputs.
Is tracelabel free?
Basis unknown · not verified: Yes — tracelabel is open source under the Apache-2.0 license and free to use.
What platforms does tracelabel run on?
Basis unknown · not verified: tracelabel runs on the command line.
Is tracelabel still maintained?
PulseGate's liveness check found it on 14 Oct 2026. Its GitHub repository shows 16 commits in the last 90 days.
Who makes tracelabel?
tracelabel is developed by Dkashkett.
When did tracelabel launch?
tracelabel first shipped in 2026.
Is tracelabel open source?
Basis unknown · not verified: Yes — tracelabel is open source under the Apache-2.0 license, developed on GitHub.

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