Require explicit predictions and verification before coding agent actions.
npx skills add https://github.com/CodingKaiser/kaiser-skills --skill general-agentic
Please help me install this Agent Skill. Skill: general-agentic Source: https://github.com/CodingKaiser/kaiser-skills/tree/main/general-agentic Command: npx skills add https://github.com/CodingKaiser/kaiser-skills --skill general-agentic
Defensive epistemology for coding agents reduces missteps by requiring explicit predictions, proactive error detection, and verification before every action.
Use the general-agentic skill to begin a defensive reasoning loop: state your goal and constraints, and present explicit DOING/EXPECT/IF YES/IF NO steps before any action, then confirm with Q before executing a tool.
High-intent search queries and answers about installing and using this skill.
To prevent cascading errors in coding agents, enforce explicit predictions and verification before actions. This requires the agent to forecast outcomes and confirm expectations before executing steps that affect filesystems and builds.
Defensive epistemology for coding agents is a reasoning approach that reduces missteps by requiring explicit predictions, proactive error detection, and strict verification before every action is taken.
Maintain goal alignment over long coding tasks by applying context window discipline, which prompts timely checkpointing, continuous log-keeping, and clear handoff steps to preserve state for future agents.
The best way to structure agent handoffs is by leaving a clean state with clear blockers and questions. This ensures future agents understand the current context and can resume automation tasks without confusion.
Defensive reasoning works for debugging and code generation by applying an explicit prediction protocol. The agent states DOING/EXPECT/IF YES/IF NO steps before any action, enabling traceable reasoning and safer builds.
Stop an AI coding agent from making unexpected filesystem changes by using confusion detection and retreat. It identifies surprises, logs assumptions, and halts to replan before executing potentially destructive tool use.
tecnologia-ibtechDefine autonomous agent execution loops with stop criteria and autonomy levels.
jholhewresEnforce single-step agent actions with explicit user confirmation before changes.
sinaptiaSummarize conversation context to preserve goals, progress, and key decisions.
Snowflake-LabsA concise summary of your roleplay character: name,</name> personality, and/or behavior, formatted as a single string sentence. Typically不超过50字，此处省略
