Inventory user feedback and constraints from conversation context before proceeding.
npx skills add https://github.com/phnx-labs/agents-cli --skill reflect-phnx-labs
Please help me install this Agent Skill. Skill: reflect Source: https://github.com/phnx-labs/agents-cli/tree/main/.agents/skills/reflect Command: npx skills add https://github.com/phnx-labs/agents-cli --skill reflect-phnx-labs
This Skill prevents AI drift by forcing the model to explicitly inventory and incorporate all previous user feedback, corrections, and constraints before generating new responses.
Invoke the reflect skill to review all previous feedback and constraints before generating the next iteration of your current task.
High-intent search queries and answers about installing and using this skill.
To prevent AI from ignoring constraints, you systematically extract and list all user corrections from the conversation history before generating new responses. This process realigns the model's output with user expectations and prevents iterative failures caused by AI drift.
AI drift happens when the model loses track of accumulated constraints over long interactions. You fix this by requiring a formal feedback inventory, identifying recurring failure patterns, and establishing a revised execution strategy before proceeding with subsequent tasks.
The best way to ensure global constraint satisfaction is to synthesize all user-provided feedback and corrections from the current conversation context. By explicitly inventorying this data, you establish a revised execution strategy that satisfies all constraints before proceeding.
Yes, you can use this approach for stylistic preference corrections. When an AI repeatedly fails to follow formatting constraints or stylistic preferences, a comprehensive conversation review forces the model to realign its output with your specific expectations.
To identify patterns causing iterative failures, you systematically extract and list all user corrections and rejections from conversation history. This feedback inventory reveals the underlying thread or recurring issue, allowing you to establish a revised execution strategy.
DigicationAnalyze conversation feedback and generate structured verdict reports.
ahoynodnarbDecode user intent and align responses to explicit constraints.
involvexAnalyze agent performance metrics and refine prompts through A/B testing.
insightwavesmithAnalyze code changes to identify those meeting evidence-shape-check criteria.
