AgentPulse, drift investigation for multi vs Automation Skill Builder

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next.

Build desktop automations once, reuse as standalone executable. Local-first, no cloud dependency. Free to start, download for Windows & macOS.

About AgentPulse, drift investigation for multi

Open-source drift investigation for multi-agent systems: which agent drifted, where it originated, and what to check next. What did change is the payload it receives from writer, starting at the same run. So critic is probably downstream damage, not the source. After the change, writer responses run ~180% longer and drop the section structure critic expects, earlier payloads were structured summaries, newer ones read as prose. If restoring the format fixes critic, make the fix in writer.

About Automation Skill Builder

Build desktop automations once, reuse as standalone executable. Local-first, no cloud dependency. Free to start, download for Windows & macOS. Use AI once to capture the workflow, then compile it into deterministic runtime logic you can rerun locally without AI in the loop. In ASB, click Generate skill to compile the recording into a reusable automation. AI is used once at record time; zero cloud calls at runtime. Use MCP ASB to enable AI design mode, record desktop steps via MCP tools (not WinMCP), save as pass_action.py, run AI parameter analysis, and package as exe.