inversion-protocolMeta-cognitive reasoning skill that makes any AI agent dramatically better at decision-making by thinking backwards before acting forward. Applies Munger's I...
Install via ClawdBot CLI:
clawdbot install jcools1977/inversion-protocolGrade 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/jcools1977/OpensawAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Before deploying code changes or refactoring, developers apply the Inversion Protocol to catch bugs, security vulnerabilities, and performance issues. For example, using inversion to identify SQL injection risks or premortem to anticipate deployment failures, reducing production incidents and improving code quality.
Security teams use the skill to proactively identify vulnerabilities by thinking like attackers. Applying inversion to ask how they would breach a system, premortem to assume a breach has occurred, and via negativa to avoid critical misconfigurations, enhancing threat detection and prevention strategies.
Traders and analysts apply the protocol before executing trades or making investment decisions. Using inversion to consider market manipulation scenarios, premortem to anticipate losses, and via negativa to avoid high-risk behaviors, leading to more robust risk assessment and reduced financial errors.
Medical professionals use the skill to improve diagnostic accuracy and treatment decisions. For instance, applying inversion to identify potential misdiagnoses, premortem to assume treatment failure, and via negativa to avoid harmful interventions, resulting in safer patient outcomes and reduced medical errors.
Project managers apply the protocol during planning phases to mitigate risks and ensure project success. Using inversion to uncover project failure causes, premortem to anticipate delays or budget overruns, and via negativa to avoid scope creep, improving decision-making and resource allocation.
Integrate the Inversion Protocol into AI-powered development platforms as a premium feature. Offer tiered subscriptions for individual developers and enterprise teams, providing enhanced reasoning layers for code generation, debugging, and security analysis, with revenue from monthly or annual fees.
Provide workshops and consulting services to organizations on applying meta-cognitive techniques like inversion, premortem, and via negativa. Focus on industries like tech, finance, and healthcare, offering tailored training programs to improve decision-making processes and reduce operational risks.
License the skill to enterprise software vendors for embedding into risk management and compliance tools. Target sectors like finance and cybersecurity, where the protocol enhances predictive analytics and error prevention, generating revenue through licensing agreements and partnership deals.
💬 Integration Tip
Activate the skill before executing significant actions like code changes or critical decisions, but avoid overuse on trivial tasks to maintain efficiency and focus.
Scored Apr 19, 2026
Humanize AI-generated text to bypass detection. This humanizer rewrites ChatGPT, Claude, and GPT content to sound natural and pass AI detectors like GPTZero,...
Write Arabic that sounds human. Not formal, not robotic, not AI-generated.
Generate ideas fast. Adapt depth and structure to what the user actually needs.
Evaluate any AI skill's quality through step-by-step diagnosis — measuring trigger accuracy, per-step execution (completion/correctness/quality), efficiency,...
通过调用 Prana 平台上的远程 agent 完成以下处理:基于100个热门TradingView Pine Script指标转换的Python技术分析工具集,提供专业的技术指标计算、分析和可视化功能 IMPORTANT: This skill has a mandatory step-by-step proc...
Manage conversation context with saving, loading, and pruning tools. Use when preserving context, loading sessions, pruning old history.