reflectionLearns when to stop and review. Self-critiques before showing you, fewer revision rounds.
Install via ClawdBot CLI:
clawdbot install ivangdavila/reflectionGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawic.com/skills/reflectionAudited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
Before deploying code, the agent pauses to evaluate its correctness, robustness, and clarity using the 7-dimension framework. This catches bugs, edge cases, and inefficiencies early, reducing post-deployment fixes and improving code quality in agile or DevOps environments.
When crafting responses to customer inquiries, the agent self-reflects to ensure alignment with user needs and clarity. It logs corrections from user feedback to detect patterns like miscommunication or assumptions, enhancing support accuracy and reducing repeat issues in service industries.
Before delivering financial insights or reports, the agent reviews for completeness and correctness, checking assumptions and edge cases. Post-mistake analysis helps identify recurring errors in data interpretation, improving reliability for accounting or investment firms.
When generating learning materials or answers, the agent uses pre-delivery evaluation to ensure clarity and alignment with educational goals. Pattern detection flags repeated misunderstandings, allowing proactive lesson injection to adapt content for better student outcomes in e-learning platforms.
Before finalizing campaign plans, the agent reflects on efficiency and alignment with target audience needs. It logs user corrections to refine messaging and detect patterns in audience response, optimizing strategies for advertising or digital marketing agencies.
Offer the skill as a premium add-on for AI agent platforms, charging monthly fees based on usage tiers. Revenue comes from subscriptions that include advanced features like pattern detection analytics and priority support, targeting enterprises needing quality assurance.
Provide custom integration and training services to help businesses implement the skill into their existing AI workflows. Revenue is generated through project-based fees and ongoing maintenance contracts, ideal for organizations with complex agent deployments.
Offer a basic version of the skill for free to attract users, with premium features like detailed pattern reports and automated lesson injection available for a fee. Revenue streams include upgrades and in-app purchases for enhanced functionality.
💬 Integration Tip
Set up the memory directory and configure triggers based on your workflow to ensure seamless pre-delivery checks and post-mistake logging.
Scored Apr 19, 2026
Manage a personal knowledge base by adding, searching, organizing, and reviewing articles, links, and notes with tags and natural language queries.
Generate a daily work report by automatically discovering all git repositories the user worked on, collecting commit logs across all branches, and summarizin...
日记引导助手。每日写作引导、感恩日记、反思日记、晨间日记、晚间总结、周总结模板。Journal prompts for daily writing, gratitude, reflection, morning pages, evening review, weekly summary. 日记、写作、反思、感恩。
Use when maintaining RDR2 (Red Dead Redemption 2) playthrough notes — logging an acquisition ("acquired X", "got N gold bars", "finished X"), answering in-game location/crafting questions, or reviewing the notes for duplicate or stale info. Triggers on RDR2, Red Dead Redemption, playthrough, legendary animal, talisman, trinket, valerian root, gold bar, horse, weapon, berry.
Microsoft OneNote integration. Manage Notebooks. Use when the user wants to interact with Microsoft OneNote data.
深度思考与多维分析 AI Skill。通过发散、收敛、批判、创造四种思维模态对复杂问题进行结构化拆解，输出 ASCII 思维导图和 Markdown 分析报告。Triggers: 深度思考, 深度分析, 帮我分析, 帮我想清楚, 多维分析, 结构化思考, 决策分析, 帮我做决策, 我要做决定, 创意分析, 头脑风...