Can I filter logs by specific project phases?

Yes, the read API includes a --phase parameter that allows you to retrieve work log entries belonging to a specific stage of your development workflow.

What is the difference between script and work logs?

Script logs record technical execution details like runtime and exit codes, while work logs track high-level progress such as design decisions and created deliverables.

Where are the log files stored in my project?

Logs are stored within the .plan directory. They are organized into plan-specific subdirectories or global daily logs if no plan ID is provided.

How does this integrate with Claude Code?

As part of the Plan Marshall bundle, it provides the CLI and Python infrastructure Claude uses to document its actions and report successes or failures during autonomous tasks.

Unified Work & Script Logging

Name: Unified Work & Script Logging
Author: cuioss

bycuioss

0•

분석 및 모니터링

Provides standardized logging for AI script execution and semantic work progress tracking within development plans.

The manage-logging skill offers a centralized infrastructure to track the progress and execution of AI-driven coding tasks. By separating technical script-level logs—such as execution status, errors, and timing—from semantic work logs—which capture decisions, artifacts, and milestones—it enables superior observability for complex AI workflows. Built as a core component of the Plan Marshall orchestration layer, this skill ensures that every action taken by an AI agent is auditable, searchable, and organized by plan or date, making debugging and progress tracking significantly more reliable.

주요 기능

01Plan-scoped storage for organized project-specific history and auditing

02Dual-stream logging for technical script execution and semantic work milestones

03Flexible retrieval API with support for limit-based and phase-based filtering

04Automated script execution tracking including timing and exit codes

05Semantic work categorization using tags like DECISION, ARTIFACT, and STATUS

060 GitHub stars

사용 사례

01Auditing AI agent decisions and generated artifacts during a multi-step development plan

02Debugging script failures by reviewing detailed execution logs and error output

03Generating progress reports for complex coding tasks by filtering work logs by phase

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cuioss/plan-marshall manage-logging

For use in Claude.ai and ChatGPT

Download Skill