lean-claude-code-harnessUse when building, auditing, or simplifying an AI coding-agent harness, especially when the current runtime has unclear config precedence, weak tool permissi...
Install via ClawdBot CLI:
clawdbot install aznikline/lean-claude-code-harnessGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawhub.ai/aznikline/lean-claude-code-harnessAudited Apr 17, 2026 · audit v1.0
Generated May 7, 2026
An enterprise needs a coding agent that can audit internal repositories without hidden behaviors or telemetry. Using this skill, they design a minimal harness with explicit config, permission-gated tools, and full transcript persistence to ensure compliance and traceability.
A startup's internal AI coding assistant has become opaque with too many tools and config layers. The skill helps them strip away analytics, remote flags, and branding, leaving a lean harness that new engineers can understand and extend quickly.
A tools team wants to build a plugin system where AI agents discover skills from file-backed SKILL.md files. The skill guides them to implement a frontmatter parser that scans directories, exposing skills by name and description without hidden registration.
A technical lead suspects their agent runtime has grown too complex with unclear config precedence and implicit permissions. Using the Quick Audit questions, they identify gaps and apply the seven steps to refactor for transparency and safety.
An educational platform wants to teach students how AI coding agents work under the hood. They use the skill to create a minimal harness with a visible query loop, simple tool registry, and transcript persistence as a learning tool.
Offer the lean harness as open-source software, then sell enterprise support, custom integrations, and security audits. Revenue comes from annual support contracts and consulting.
Provide a service where companies submit their agent runtime for review; use the skill to analyze and refactor it. Charge per engagement based on complexity and size.
Integrate the harness as a built-in auditing tool in CI/CD platforms like GitHub Actions or GitLab CI. Revenue from platform licensing or usage-based billing.
💬 Integration Tip
Integrate the lean harness by replacing your existing agent's main loop with the seven-step process; start by freezing the runtime boundary and extracting config precedence, then gradually swap in the new tool registry and permission model.
Scored Jun 19, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.