{ "version": "s15", "title": "Integrated Harness", "description": "The harness combines system instructions, tools, memory, teams, background work, cron, worktrees, and MCP.", "steps": [ { "type": "user_message", "content": "Prepare this project for release. Check the code, update the docs, and report deployment readiness.", "annotation": "One ordinary request needs several earlier capabilities to work together." }, { "type": "system_event", "content": "assemble_prompt: memory + task graph + skills + available tools + policy", "annotation": "The runtime builds the prompt from layered sources of context." }, { "type": "assistant_text", "content": "I suggest a docs teammate while I run the release checks and inspect deployment status. Shall I start that team?", "annotation": "The Lead proposes the team before adding another persistent agent." }, { "type": "user_message", "content": "Yes. Start the docs teammate and continue.", "annotation": "User confirmation opens the team boundary inherited from S13." }, { "type": "tool_call", "toolName": "load_skill", "content": "{\"name\":\"code-review\"}", "annotation": "Skills contribute procedural context before execution." }, { "type": "tool_call", "toolName": "create_task", "content": "{\"subject\":\"Update release notes\",\"description\":\"Prepare release documentation and report the result.\"}", "annotation": "The shared task board gives the docs work a stable owner and lifecycle." }, { "type": "tool_result", "toolName": "create_task", "content": "Created task_1712345678_0042: Update release notes", "annotation": "The task ID connects the assignment to its working directory." }, { "type": "tool_call", "toolName": "create_worktree", "content": "{\"name\":\"release-docs\",\"task_id\":\"task_1712345678_0042\"}", "annotation": "The pending docs task receives a separate checkout before it is claimed." }, { "type": "tool_result", "toolName": "create_worktree", "content": "Worktree 'release-docs' created for task_1712345678_0042", "annotation": "The task now carries the checkout used by its eventual owner." }, { "type": "tool_call", "toolName": "spawn_teammate", "content": "{\"name\":\"docs\",\"role\":\"documentation engineer\",\"prompt\":\"Claim task_1712345678_0042, update the release notes in its task-bound worktree, and report the result.\"}", "annotation": "Team delegation handles a parallel slice of the release." }, { "type": "tool_call", "toolName": "bash", "content": "{\"command\":\"python -m unittest tests.test_agent_teams_runtime\",\"run_in_background\":true}", "annotation": "Long-running validation goes through the background task path." }, { "type": "system_event", "content": "permission: user approved the exact test command", "annotation": "Team confirmation does not authorize shell execution; the foreground turn asks separately before dispatch." }, { "type": "tool_call", "toolName": "connect_mcp", "content": "{\"name\":\"deploy\"}", "annotation": "External capabilities are added only when needed." }, { "type": "tool_call", "toolName": "mcp__deploy__status", "content": "{\"service\":\"web\"}", "annotation": "Connecting discovers the tool; a separate call performs the status check." }, { "type": "tool_result", "toolName": "mcp__deploy__status", "content": "[deploy] web: running (v1.4.2)", "annotation": "The readiness statement now comes from the MCP tool result rather than the connection event." }, { "type": "system_event", "content": "task_notification(status=completed): tests passed; teammate result and deploy status appended", "annotation": "The integrated runtime folds asynchronous results back into the loop." }, { "type": "assistant_text", "content": "Release preparation is ready: checks passed, docs are updated in the teammate worktree, and deployment status is available.", "annotation": "The integrated harness returns a single user-facing outcome." } ] }