$npx skillfedfor your agent

robocorp-log

Automatic trace logging for Python

With conditionsPyPI Python ModulesReleased Mar 2026346.2K downloads / moApache-2.0Pure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — robocorp_log-3.1.2-py3-none-any.whl
v3.1.2 · released 2026-03-13 · Python <4.0,>=3.10 · 2 runtime deps: psutil, tomli

Yes, if you are building Python automation or RPA workflows where failure diagnostics and log readability matter. The low install friction, active maintenance, permissive license, and zero known vulnerabilities make it safe to adopt. The main caveat is that it requires setup before importing modules you want to trace and does not support async/await or greenlet; verify those constraints fit your codebase before committing.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires Python 3.10 or later.
  • Auto-import logging must be configured before importing modules you want to trace; does not support async/await or greenlet.
  • Low friction installation with only two runtime dependencies (psutil and tomli).

License · maintenance · safety

Apache-2.0 (permissive) — Apache-2.0 permissive license allows free use, modification, and distribution in both open-source and commercial projects with minimal restrictions.

last release 2026-03-13 (154 days) · last repo commit 2026-07-24 · 646 stars

0 known vulnerabilities (OSV.dev, 2026-08-14) · 346,216 downloads/mo, #7,357 on PyPI

Verify before relying

pip install robocorp-log

import robocorp.log as log

log.info('Task started')
log.critical('Critical issue found')
log.exception(exception_instance)
  • Whether the HTML log viewer output is suitable for large-scale automation runs or has performance/size limitations
  • Specific performance overhead of the AST-based auto-import hook during module initialization
  • Compatibility with popular debugging tools and whether debugger skip configuration is straightforward
Same gist for agents: .md · .json

What it is and what it does

robocorp-log is a structured logging library designed for Python automation where understanding failure causes is critical. It replaces verbose text-based logging with a compact format that generates an interactive HTML viewer (log.html), reducing disk space while improving readability. The library uses an AST-based pre-import hook to automatically capture execution traces without requiring explicit logging calls throughout your code, though it also provides manual logging APIs (critical, warn, info, debug, exception, html) when needed.

The package is primarily intended to be used through robocorp-tasks, which handles configuration via pyproject.toml. However, it exposes core APIs for suppressing sensitive data, hiding specific variables or methods, and sanitizing HTML content. It supports Python 3.10 through 3.14 and has no known security vulnerabilities. Note that the auto-import mechanism does not support coroutines (async/await, greenlet) and requires logging setup before importing modules you want to trace.

Use it for

  • Automated RPA workflows where detailed execution logs help diagnose failures in unattended runs
  • Python test suites generating compact, browsable logs instead of large text files for CI/CD pipelines
  • Sensitive data handling in automation scripts by automatically redacting variable names or patterns you register
  • Interactive debugging of complex automation by viewing structured execution traces in a web browser
  • Compliance and audit logging for automation tasks where you need to prove what executed and why it failed

Worth the install?

AI-flagged interpretation of the facts on this page. Verify before relying on it.

With conditions

Yes, if you are building Python automation or RPA workflows where failure diagnostics and log readability matter.

The low install friction, active maintenance, permissive license, and zero known vulnerabilities make it safe to adopt. The main caveat is that it requires setup before importing modules you want to trace and does not support async/await or greenlet; verify those constraints fit your codebase before committing.

Install

robocorp-log on PyPI

Before you install

Low friction installation with only two runtime dependencies (psutil and tomli). Actively maintained with recent releases; last commit 2026-07-24. Classified as Beta but in active development.

Requires Python 3.10 or later. Auto-import logging must be configured before importing modules you want to trace; does not support async/await or greenlet.

License in practice

Apache-2.0 permissive license allows free use, modification, and distribution in both open-source and commercial projects with minimal restrictions.

Quickstart

pip install robocorp-log

import robocorp.log as log

log.info('Task started')
log.critical('Critical issue found')
log.exception(exception_instance)

Verify before relying

  • Whether the HTML log viewer output is suitable for large-scale automation runs or has performance/size limitations
  • Specific performance overhead of the AST-based auto-import hook during module initialization
  • Compatibility with popular debugging tools and whether debugger skip configuration is straightforward

Package facts

LicenseApache-2.0 permissive
Python supportSupports the current Python release <4.0,>=3.10
Install frictionLow. Pure-Python wheel
Runtime dependencies
2 packages
psutiltomli
MaintenanceActively maintained 154 days since the last release
Last repo commit
First released
Downloads346,216 / month, #7,357 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14
Classifiers
Development Status :: 4 - BetaLicense :: OSI Approved :: Apache Software LicenseProgramming Language :: Python :: 3Programming Language :: Python :: 3.10Programming Language :: Python :: 3.11Programming Language :: Python :: 3.12Programming Language :: Python :: 3.13Programming Language :: Python :: 3.14Topic :: Software Development :: Libraries :: Python ModulesTopic :: System :: Logging

Evidence: robocorp_log-3.1.2-py3-none-any.whl

Tags

Capabilities
python structured loggingautomation logging frameworkautomatic trace loggingfailure diagnostics logginghtml log viewerpython execution tracingrobocorp logging
Topics
automation-loggingrpastructured-logging

Let your AI agent find packages like this

Example. Real query, live index.

You found this page by searching. An agent finds it by wishing: SkillFed indexes 14,416 PyPI packages by what they can do, searchable in plain language.

wish › “failure diagnostics logging”

  • robocorp-logProvides structured, automatic logging for Python automation with a…
  • pydltPyDLT reads and writes AUTOSAR DLT (Diagnostic Log and Trace)…
  • cloud-tpu-diagnosticsCollects stack traces and diagnostic data from jobs running on Cloud…

Give your agent the search over MCP, or paste the wish link into any chat.

More Python Modules packages

idna Worth it
PyPI · Python Modules · released Jun 2026

Converts domain names between Unicode and ASCII-compatible encoding (Punycode) according to IDNA 2008 and Unicode Technical Standard 46, with security validation and broader script coverage than the standard library.

Install it if you work with internationalized domain names, need to validate domains, or use HTTP clients that depend on it transitively.

BSD-3-Clausepure Python · 3.9+
1.8Bdownloads / mo
setuptools Worth it
PyPI · Python Modules · released Aug 2026

Setuptools is a Python build backend and package management tool that handles building, distributing, and installing Python packages, including support for C/C++ extension modules.

MITpure Python · 3.10+
1.6Bdownloads / mo
PyYAML Worth it
PyPI · Python Modules · released Sep 2025

PyYAML parses and emits YAML 1.1 data format, enabling serialization and deserialization of configuration files and Python objects to and from human-readable YAML text.

MITcompiled wheel · 3.8+
1.2Bdownloads / mo
pydantic Worth it
PyPI · Python Modules · released May 2026

Pydantic validates Python data structures against type hints, coercing and checking input at runtime to ensure it matches a declared schema.

MITpure Python · 3.9+
1.1Bdownloads / mo
annotated-types Worth it
PyPI · Python Modules · released Jul 2026

Provides reusable metadata objects for use with PEP-593 `typing.Annotated` to express common constraints like bounds, collection sizes, and predicates on types.

Install it if you use or build libraries that need to express type constraints in a standardized, inspectable way—or if you want to annotate your own types with…

MITpure Python · 3.10+
871.3Mdownloads / mo
typing-inspection Worth it
PyPI · Python Modules · released Aug 2026

Provides runtime tools to inspect and introspect Python type annotations, enabling programmatic examination of type hints at execution time.

MITpure Python · 3.10+
783.0Mdownloads / mo

See also robocorp-tasks · robocorp · robocorp-browser · robocorp-workitems · robotframework-stacktrace · lauterbach-trace32-rcl · robocorp-vault · robocorp-storage · Autologging · rpaframework