shenmeng-agent-harnessAgent Harness管理工具 - 创建、配置和使用ACP (Agent Coding Platform) harness进行代码开发。支持Claude Code、Codex、Gemini CLI等主流AI编码助手。
Install via ClawdBot CLI:
clawdbot install shenmeng/shenmeng-agent-harnessGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://api.skillpay.io/v1Audited Apr 16, 2026 · audit v1.0
Generated May 6, 2026
A development team uses agent-harness to delegate complex refactoring tasks like extracting shared logic or redesigning modules to Claude Code. This speeds up large-scale code improvements while maintaining quality through structured sessions.
Developers submit bug reports to agent-harness, which routes them to Codex for rapid one-shot fixes. The tool streamlines the debugging process by providing immediate code patches, reducing resolution time from hours to minutes.
A software project simultaneously assigns API design to Claude Code and backend implementation to Codex via agent-harness sessions. The platform manages multiple persistent sessions, enabling parallel work and coordinated output.
Using Gemini CLI through agent-harness, teams generate code documentation, optimize database queries, and improve performance. The tool's session management allows for iterative refinement and consistent output.
Each invocation of an agent via agent-harness incurs a small fee (e.g., 0.01 USDT) processed via BNB Chain USDT. This microtransaction model enables flexible, pay-as-you-go access to AI coding assistants.
Offer tiered subscriptions (monthly/annual) providing a quota of agent calls, priority support, and advanced session management features for development teams. This ensures predictable costs for frequent users.
License agent-harness to enterprises with custom configuration, dedicated agent pools, and SLAs. Includes integration into existing CI/CD pipelines and compliance features for regulated industries.
💬 Integration Tip
Integrate agent-harness via its CLI commands within your existing development workflow or CI/CD pipeline. For IDE integration, wrap commands in a plugin to trigger agents directly from your editor.
Scored Jun 19, 2026
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.
Automatically recover working context after session compaction or when continuation is implied but context is missing. Works across Discord, Slack, Telegram,...
Navigate and understand codebases using agentlens hierarchical documentation. Use when exploring new projects, finding modules, locating symbols in large files, finding TODOs/warnings, or understanding code structure.
Stop waiting for prompts. Keep working.