task-harness将需求拆解为结构化任务清单,生成长时运行 Agent 的任务管理系统(基于 Anthropic Effective harnesses 方法论)。当用户需要管理多会话开发任务、跟踪功能完成进度、或要求"拆解任务""任务管理""项目规划"时自动触发
Install via ClawdBot CLI:
clawdbot install kangarooking/task-harnessGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://www.anthropic.com/engineering/effective-harnesses-for-long-running-agentAudited Apr 18, 2026 · audit v1.0
Generated Mar 22, 2026
A development team is building a new web application feature that requires work across multiple AI agent sessions. The Task Harness breaks down the feature into structured subtasks, tracks completion status in feature_list.json, and maintains context via progress.txt to ensure continuity between sessions.
A product manager needs to plan and track the implementation of a complex technical project. The skill analyzes the codebase, creates a prioritized task list with verification criteria, and generates harness files to manage the project lifecycle across the development team.
An engineering team is tasked with refactoring a legacy codebase. The skill helps by first analyzing the existing structure, then creating a step-by-step task breakdown with clear verification steps, ensuring systematic progress tracking without losing context between work sessions.
A feature requires coordination between frontend, backend, and DevOps teams. The skill creates a unified task management system with categorized features, clear priorities, and shared progress tracking that all teams can reference and update according to established harness rules.
Offer Task Harness as a cloud-based service where development teams can manage AI-assisted projects. The platform would provide version-controlled harness files, collaboration features, and analytics on task completion rates and agent efficiency.
Bundle Task Harness with other AI development tools as part of an enterprise package for large organizations. This model targets companies implementing AI-assisted development workflows across multiple teams and projects.
Provide professional services to help organizations implement the Task Harness methodology within their existing development workflows. This includes training, customization of harness templates, and ongoing support for AI-assisted project management.
💬 Integration Tip
Start by implementing the harness in a single project to establish the workflow, then scale to team-wide adoption once the JSON-based task tracking proves reliable for maintaining context across AI sessions.
Scored Apr 19, 2026
Enterprise-grade ClickUp project management integration with advanced reporting, multi-workspace support, and client/project tracking. Core capabilities: (1) Multi-workspace task management with automatic workspace switching, (2) Advanced analytics & reporting (task counts, assignee breakdowns, status/priority analysis, daily standup reports) with automatic subtask inclusion and pagination, (3) Client folder organization with project tracking, (4) Full CRUD operations for spaces, folders, lists, tasks, and custom fields, (5) Time tracking & timer management with billing support, (6) Document creation and page management (API v3), (7) Task dependencies, linking, and relationship mapping, (8) Sales pipeline tracking with prospect/project status, (9) Retainer & recurring billing management. Built for agencies managing multiple clients across complex workspace hierarchies.
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