intent-framed-agentFrames coding-agent work sessions with explicit intent capture and drift monitoring. Use when a session transitions from planning/Q&A to implementation for c...
Install via ClawdBot CLI:
clawdbot install Xiao1804/intent-framed-agentGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/entireio/cliAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
A development team uses the skill to frame the implementation of a new user authentication feature, ensuring the scope remains focused on core login/logout functionality and preventing drift into unrelated user profile enhancements. It helps maintain sprint velocity by clearly defining success criteria and monitoring approach adherence during coding.
An engineer applies the skill to address a checkout bug, capturing intent to resolve payment processing errors without expanding into UI redesigns. Drift monitoring catches attempts to refactor unrelated cart components, prompting realignment to the original bug fix scope for faster deployment.
A developer uses the skill to refactor legacy transaction processing code for better performance, explicitly setting constraints to avoid introducing new features. It ensures compliance-focused changes stay within regulatory boundaries by monitoring for accidental scope creep into untested financial logic.
A team implements integration with an external health records API, framing intent to securely handle patient data exchange without modifying internal data storage. The skill helps prevent drift into unrelated privacy audit features, maintaining focus on HIPAA-compliant coding and verification criteria.
Companies offer this skill as part of a premium AI agent toolkit, charging monthly fees for enhanced coding workflow management. Revenue comes from developers and teams seeking to reduce scope drift and improve project delivery consistency in agile environments.
Agencies integrate the skill into custom AI solutions for clients, providing tailored setup and training to optimize coding processes. Revenue is generated through project-based fees and ongoing support contracts for businesses adopting AI-assisted development.
The skill is freely available as open-source, with monetization from enterprise versions offering advanced analytics, team collaboration features, and integration with proprietary development platforms. Revenue streams include licensing fees and premium support for large organizations.
💬 Integration Tip
Integrate this skill early in coding sessions after planning phases to establish clear intent contracts; use it alongside tools like Entire CLI for automated transcript capture without disrupting workflow.
Scored Apr 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...