Local branch had diverged from origin/master (sibling commits on the same base). Rewrote local history linearly on top of origin/master, folding in all local content: exa/hot-platform discovery hunters, leaks ledger, nightly sweep orchestrator, updated .gitignore and skill docs, plus the latest hunt output and vault state. Remote-only files (vault keys, channel scripts) were restored rather than dropped, so the resulting tree is a full union of both sides.
1 line
38 KiB
JSON
1 line
38 KiB
JSON
{"repo": "adolfousier/opencrabs.com", "files": {"docs/book/features/multi-agent.html": {"efb1d5504338f9e52945c85c2e47d2a3cdaed1f1": {"t": 1786068556.958938, "n": 37278, "h": "77d786aed0650c1a", "c": "<!DOCTYPE HTML>\n<html lang=\"en\" class=\"ayu sidebar-visible\" dir=\"ltr\">\n <head>\n <!-- Book generated using mdBook -->\n <meta charset=\"UTF-8\">\n <title>Multi-Agent Orchestration - OpenCrabs</title>\n\n\n <!-- Custom HTML head -->\n <!-- ============ Default: site-wide SEO ============ -->\n <meta property=\"og:type\" content=\"website\" />\n <meta property=\"og:url\" content=\"https://docs.opencrabs.com/\" />\n <meta property=\"og:title\" content=\"OpenCrabs Documentation\" />\n <meta property=\"og:description\" content=\"Documentation for OpenCrabs — the autonomous AI agent that lives in your terminal. Setup guides, provider config, channel integrations, and API reference.\" />\n <meta property=\"og:image\" content=\"https://docs.opencrabs.com/img/og-docs.png\" />\n <meta property=\"og:image:width\" content=\"1200\" />\n <meta property=\"og:image:height\" content=\"642\" />\n <meta property=\"og:site_name\" content=\"OpenCrabs\" />\n \n <!-- Twitter Card -->\n <meta name=\"twitter:card\" content=\"summary_large_image\" />\n <meta name=\"twitter:title\" content=\"OpenCrabs Documentation\" />\n <meta name=\"twitter:description\" content=\"Documentation for OpenCrabs — the autonomous AI agent that lives in your terminal.\" />\n <meta name=\"twitter:image\" content=\"https://docs.opencrabs.com/img/og-docs.png\" />\n \n <!-- SEO -->\n <meta name=\"robots\" content=\"index, follow\" />\n <meta name=\"keywords\" content=\"OpenCrabs, AI agent, terminal, documentation, Rust, LLM, Telegram bot, Discord bot, Slack bot, WhatsApp bot\" />\n <link rel=\"canonical\" href=\"https://docs.opencrabs.com/\" />\n\n <!-- Google Analytics GA4 -->\n <script async src=\"https://www.googletagmanager.com/gtag/js?id=G-1DDEZDYVWR\"></script>\n <script>\n window.dataLayer = window.dataLayer || [];\n function gtag(){dataLayer.push(arguments);}\n gtag('js', new Date());\n gtag('config', 'G-1DDEZDYVWR');\n </script>\n\n <meta name=\"description\" content=\"Documentation for OpenCrabs — the autonomous AI agent that lives in your terminal.\">\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n <meta name=\"theme-color\" content=\"#ffffff\">\n\n <link rel=\"icon\" href=\"../favicon-3643b9e5.svg\">\n <link rel=\"shortcut icon\" href=\"../favicon-0496ab32.png\">\n <link rel=\"stylesheet\" href=\"../css/variables-8adf115d.css\">\n <link rel=\"stylesheet\" href=\"../css/general-2459343d.css\">\n <link rel=\"stylesheet\" href=\"../css/chrome-ae938929.css\">\n <link rel=\"stylesheet\" href=\"../css/print-9e4910d8.css\" media=\"print\">\n\n <!-- Fonts -->\n <link rel=\"stylesheet\" href=\"../fonts/fonts-9644e21d.css\">\n\n <!-- Highlight.js Stylesheets -->\n <link rel=\"stylesheet\" id=\"mdbook-highlight-css\" href=\"../highlight-493f70e1.css\">\n <link rel=\"stylesheet\" id=\"mdbook-tomorrow-night-css\" href=\"../tomorrow-night-4c0ae647.css\">\n <link rel=\"stylesheet\" id=\"mdbook-ayu-highlight-css\" href=\"../ayu-highlight-3fdfc3ac.css\">\n\n <!-- Custom theme stylesheets -->\n <link rel=\"stylesheet\" href=\"../theme/cards-77c040ab.css\">\n\n\n <!-- Provide site root and default themes to javascript -->\n <script>\n const path_to_root = \"../\";\n const default_light_theme = \"ayu\";\n const default_dark_theme = \"ayu\";\n window.path_to_searchindex_js = \"../searchindex-35d927d9.js\";\n </script>\n <!-- Start loading toc.js asap -->\n <script src=\"../toc-37e8252d.js\"></script>\n </head>\n <body>\n <div id=\"mdbook-help-container\">\n <div id=\"mdbook-help-popup\">\n <h2 class=\"mdbook-help-title\">Keyboard shortcuts</h2>\n <div>\n <p>Press <kbd>←</kbd> or <kbd>→</kbd> to navigate between chapters</p>\n <p>Press <kbd>S</kbd> or <kbd>/</kbd> to search in the book</p>\n <p>Press <kbd>?</kbd> to show this help</p>\n <p>Press <kbd>Esc</kbd> to hide this help</p>\n </div>\n </div>\n </div>\n <div id=\"mdbook-body-container\">\n <!-- Work around some values being stored in localStorage wrapped in quotes -->\n <script>\n try {\n let theme = localStorage.getItem('mdbook-theme');\n let sidebar = localStorage.getItem('mdbook-sidebar');\n\n if (theme.startsWith('\"') && theme.endsWith('\"')) {\n localStorage.setItem('mdbook-theme', theme.slice(1, theme.length - 1));\n }\n\n if (sidebar.startsWith('\"') && sidebar.endsWith('\"')) {\n localStorage.setItem('mdbook-sidebar', sidebar.slice(1, sidebar.length - 1));\n }\n } catch (e) { }\n </script>\n\n <!-- Set the theme before any content is loaded, prevents flash -->\n <script>\n const default_theme = window.matchMedia(\"(prefers-color-scheme: dark)\").matches ? default_dark_theme : default_light_theme;\n let theme;\n try { theme = localStorage.getItem('mdbook-theme'); } catch(e) { }\n if (theme === null || theme === undefined) { theme = default_theme; }\n const html = document.documentElement;\n html.classList.remove('ayu')\n html.classList.add(theme);\n html.classList.add(\"js\");\n </script>\n\n <input type=\"checkbox\" id=\"mdbook-sidebar-toggle-anchor\" class=\"hidden\">\n\n <!-- Hide / unhide sidebar before it is displayed -->\n <script>\n let sidebar = null;\n const sidebar_toggle = document.getElementById(\"mdbook-sidebar-toggle-anchor\");\n if (document.body.clientWidth >= 1080) {\n try { sidebar = localStorage.getItem('mdbook-sidebar'); } catch(e) { }\n sidebar = sidebar || 'visible';\n } else {\n sidebar = 'hidden';\n sidebar_toggle.checked = false;\n }\n if (sidebar === 'visible') {\n sidebar_toggle.checked = true;\n } else {\n html.classList.remove('sidebar-visible');\n }\n </script>\n\n <nav id=\"mdbook-sidebar\" class=\"sidebar\" aria-label=\"Table of contents\">\n <!-- populated by js -->\n <mdbook-sidebar-scrollbox class=\"sidebar-scrollbox\"></mdbook-sidebar-scrollbox>\n <noscript>\n <iframe class=\"sidebar-iframe-outer\" src=\"../toc.html\"></iframe>\n </noscript>\n <div id=\"mdbook-sidebar-resize-handle\" class=\"sidebar-resize-handle\">\n <div class=\"sidebar-resize-indicator\"></div>\n </div>\n </nav>\n\n <div id=\"mdbook-page-wrapper\" class=\"page-wrapper\">\n\n <div class=\"page\">\n <div id=\"mdbook-menu-bar-hover-placeholder\"></div>\n <div id=\"mdbook-menu-bar\" class=\"menu-bar sticky\">\n <div class=\"left-buttons\">\n <label id=\"mdbook-sidebar-toggle\" class=\"icon-button\" for=\"mdbook-sidebar-toggle-anchor\" title=\"Toggle Table of Contents\" aria-label=\"Toggle Table of Contents\" aria-controls=\"mdbook-sidebar\">\n <span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 448 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M0 96C0 78.3 14.3 64 32 64H416c17.7 0 32 14.3 32 32s-14.3 32-32 32H32C14.3 128 0 113.7 0 96zM0 256c0-17.7 14.3-32 32-32H416c17.7 0 32 14.3 32 32s-14.3 32-32 32H32c-17.7 0-32-14.3-32-32zM448 416c0 17.7-14.3 32-32 32H32c-17.7 0-32-14.3-32-32s14.3-32 32-32H416c17.7 0 32 14.3 32 32z\"/></svg></span>\n </label>\n <button id=\"mdbook-theme-toggle\" class=\"icon-button\" type=\"button\" title=\"Change theme\" aria-label=\"Change theme\" aria-haspopup=\"true\" aria-expanded=\"false\" aria-controls=\"mdbook-theme-list\">\n <span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 576 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M371.3 367.1c27.3-3.9 51.9-19.4 67.2-42.9L600.2 74.1c12.6-19.5 9.4-45.3-7.6-61.2S549.7-4.4 531.1 9.6L294.4 187.2c-24 18-38.2 46.1-38.4 76.1L371.3 367.1zm-19.6 25.4l-116-104.4C175.9 290.3 128 339.6 128 400c0 3.9 .2 7.8 .6 11.6c1.8 17.5-10.2 36.4-27.8 36.4H96c-17.7 0-32 14.3-32 32s14.3 32 32 32H240c61.9 0 112-50.1 112-112c0-2.5-.1-5-.2-7.5z\"/></svg></span>\n </button>\n <ul id=\"mdbook-theme-list\" class=\"theme-popup\" aria-label=\"Themes\" role=\"menu\">\n <li role=\"none\"><button role=\"menuitem\" class=\"theme\" id=\"mdbook-theme-default_theme\">Auto</button></li>\n <li role=\"none\"><button role=\"menuitem\" class=\"theme\" id=\"mdbook-theme-light\">Light</button></li>\n <li role=\"none\"><button role=\"menuitem\" class=\"theme\" id=\"mdbook-theme-rust\">Rust</button></li>\n <li role=\"none\"><button role=\"menuitem\" class=\"theme\" id=\"mdbook-theme-coal\">Coal</button></li>\n <li role=\"none\"><button role=\"menuitem\" class=\"theme\" id=\"mdbook-theme-navy\">Navy</button></li>\n <li role=\"none\"><button role=\"menuitem\" class=\"theme\" id=\"mdbook-theme-ayu\">Ayu</button></li>\n </ul>\n <button id=\"mdbook-search-toggle\" class=\"icon-button\" type=\"button\" title=\"Search (`/`)\" aria-label=\"Toggle Searchbar\" aria-expanded=\"false\" aria-keyshortcuts=\"/ s\" aria-controls=\"mdbook-searchbar\">\n <span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 512 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M416 208c0 45.9-14.9 88.3-40 122.7L502.6 457.4c12.5 12.5 12.5 32.8 0 45.3s-32.8 12.5-45.3 0L330.7 376c-34.4 25.2-76.8 40-122.7 40C93.1 416 0 322.9 0 208S93.1 0 208 0S416 93.1 416 208zM208 352c79.5 0 144-64.5 144-144s-64.5-144-144-144S64 128.5 64 208s64.5 144 144 144z\"/></svg></span>\n </button>\n </div>\n\n <h1 class=\"menu-title\">OpenCrabs</h1>\n\n <div class=\"right-buttons\">\n <a href=\"../print.html\" title=\"Print this book\" aria-label=\"Print this book\">\n <span class=fa-svg id=\"print-button\"><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 512 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M128 0C92.7 0 64 28.7 64 64v96h64V64H354.7L384 93.3V160h64V93.3c0-17-6.7-33.3-18.7-45.3L400 18.7C388 6.7 371.7 0 354.7 0H128zM384 352v32 64H128V384 368 352H384zm64 32h32c17.7 0 32-14.3 32-32V256c0-35.3-28.7-64-64-64H64c-35.3 0-64 28.7-64 64v96c0 17.7 14.3 32 32 32H64v64c0 35.3 28.7 64 64 64H384c35.3 0 64-28.7 64-64V384zm-16-88c-13.3 0-24-10.7-24-24s10.7-24 24-24s24 10.7 24 24s-10.7 24-24 24z\"/></svg></span>\n </a>\n <a href=\"https://github.com/adolfousier/opencrabs\" title=\"Git repository\" aria-label=\"Git repository\">\n <span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 496 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z\"/></svg></span>\n </a>\n\n </div>\n </div>\n\n <div id=\"mdbook-search-wrapper\" class=\"hidden\">\n <form id=\"mdbook-searchbar-outer\" class=\"searchbar-outer\">\n <div class=\"search-wrapper\">\n <input type=\"search\" id=\"mdbook-searchbar\" name=\"searchbar\" placeholder=\"Search this book ...\" aria-controls=\"mdbook-searchresults-outer\" aria-describedby=\"searchresults-header\">\n <div class=\"spinner-wrapper\">\n <span class=fa-svg id=\"fa-spin\"><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 512 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M304 48c0-26.5-21.5-48-48-48s-48 21.5-48 48s21.5 48 48 48s48-21.5 48-48zm0 416c0-26.5-21.5-48-48-48s-48 21.5-48 48s21.5 48 48 48s48-21.5 48-48zM48 304c26.5 0 48-21.5 48-48s-21.5-48-48-48s-48 21.5-48 48s21.5 48 48 48zm464-48c0-26.5-21.5-48-48-48s-48 21.5-48 48s21.5 48 48 48s48-21.5 48-48zM142.9 437c18.7-18.7 18.7-49.1 0-67.9s-49.1-18.7-67.9 0s-18.7 49.1 0 67.9s49.1 18.7 67.9 0zm0-294.2c18.7-18.7 18.7-49.1 0-67.9S93.7 56.2 75 75s-18.7 49.1 0 67.9s49.1 18.7 67.9 0zM369.1 437c18.7 18.7 49.1 18.7 67.9 0s18.7-49.1 0-67.9s-49.1-18.7-67.9 0s-18.7 49.1 0 67.9z\"/></svg></span>\n </div>\n </div>\n </form>\n <div id=\"mdbook-searchresults-outer\" class=\"searchresults-outer hidden\">\n <div id=\"mdbook-searchresults-header\" class=\"searchresults-header\"></div>\n <ul id=\"mdbook-searchresults\">\n </ul>\n </div>\n </div>\n\n <!-- Apply ARIA attributes after the sidebar and the sidebar toggle button are added to the DOM -->\n <script>\n document.getElementById('mdbook-sidebar-toggle').setAttribute('aria-expanded', sidebar === 'visible');\n document.getElementById('mdbook-sidebar').setAttribute('aria-hidden', sidebar !== 'visible');\n Array.from(document.querySelectorAll('#mdbook-sidebar a')).forEach(function(link) {\n link.setAttribute('tabIndex', sidebar === 'visible' ? 0 : -1);\n });\n </script>\n\n <div id=\"mdbook-content\" class=\"content\">\n <main>\n <h1 id=\"multi-agent-orchestration\"><a class=\"header\" href=\"#multi-agent-orchestration\">Multi-Agent Orchestration</a></h1>\n<p>OpenCrabs supports spawning specialized sub-agents that run autonomously in isolated sessions. Each child agent gets its own context, tool registry, and cancel token. Introduced in <strong>v0.2.97</strong> with a typed agent system and team orchestration.</p>\n<h2 id=\"agent-types\"><a class=\"header\" href=\"#agent-types\">Agent Types</a></h2>\n<p>When spawning an agent, an <code>agent_type</code> parameter selects a specialized role with a curated tool set:</p>\n<div class=\"table-wrapper\">\n<table>\n<thead>\n<tr><th>Type</th><th>Role</th><th>Tools</th></tr>\n</thead>\n<tbody>\n<tr><td><code>general</code></td><td>Full-capability agent (default)</td><td>All parent tools minus recursive/dangerous</td></tr>\n<tr><td><code>explore</code></td><td>Fast codebase navigation (read-only)</td><td><code>read_file</code>, <code>glob</code>, <code>grep</code>, <code>ls</code></td></tr>\n<tr><td><code>plan</code></td><td>Architecture planning (read + analysis)</td><td><code>read_file</code>, <code>glob</code>, <code>grep</code>, <code>ls</code>, <code>bash</code></td></tr>\n<tr><td><code>code</code></td><td>Implementation (full write access)</td><td>All parent tools minus recursive/dangerous</td></tr>\n<tr><td><code>research</code></td><td>Web search + documentation lookup</td><td><code>read_file</code>, <code>glob</code>, <code>grep</code>, <code>ls</code>, <code>web_search</code>, <code>http_request</code></td></tr>\n</tbody>\n</table>\n</div>\n<p>Each type receives a role-specific system prompt that shapes its behavior. Explore agents are fast and lightweight – they only read files. Code agents can modify anything. Research agents can search the web but not touch your filesystem.</p>\n<h3 id=\"safety-always_excluded-tools\"><a class=\"header\" href=\"#safety-always_excluded-tools\">Safety: ALWAYS_EXCLUDED Tools</a></h3>\n<p>No agent type has access to these tools, preventing dangerous or recursive operations:</p>\n<ul>\n<li><code>spawn_agent</code> – no spawning agents from agents</li>\n<li><code>resume_agent</code>, <code>wait_agent</code>, <code>send_input</code>, <code>close_agent</code> – no managing siblings</li>\n<li><code>rebuild</code> – no building from source</li>\n<li><code>evolve</code> – no self-updating</li>\n</ul>\n<h2 id=\"five-orchestration-tools\"><a class=\"header\" href=\"#five-orchestration-tools\">Five Orchestration Tools</a></h2>\n<div class=\"table-wrapper\">\n<table>\n<thead>\n<tr><th>Tool</th><th>Description</th></tr>\n</thead>\n<tbody>\n<tr><td><code>spawn_agent</code></td><td>Create a typed child agent to handle a sub-task autonomously in the background</td></tr>\n<tr><td><code>wait_agent</code></td><td>Wait for a spawned agent to complete and return its output (configurable timeout)</td></tr>\n<tr><td><code>send_input</code></td><td>Send follow-up instructions to a running agent (multi-turn conversation)</td></tr>\n<tr><td><code>close_agent</code></td><td>Terminate a running agent and clean up its resources</td></tr>\n<tr><td><code>resume_agent</code></td><td>Resume a completed or failed agent with a new prompt (preserves prior context)</td></tr>\n</tbody>\n</table>\n</div>\n<h3 id=\"spawn-an-agent\"><a class=\"header\" href=\"#spawn-an-agent\">Spawn an Agent</a></h3>\n<pre><code>spawn_agent(\n label: \"refactor-auth\", # Human-readable label\n agent_type: \"code\", # general | explore | plan | code | research\n prompt: \"Refactor auth...\" # Task instruction\n)\n</code></pre>\n<p>The agent runs in its own session with auto-approved tools. No blocking – it executes in the background while the parent continues.</p>\n<h3 id=\"wait-for-completion\"><a class=\"header\" href=\"#wait-for-completion\">Wait for Completion</a></h3>\n<pre><code>wait_agent(\n agent_id: \"abc-123\",\n timeout_secs: 300 # Max wait time (default: 300s)\n)\n</code></pre>\n<h3 id=\"multi-turn-with-send_input\"><a class=\"header\" href=\"#multi-turn-with-send_input\">Multi-Turn with send_input</a></h3>\n<p>After spawning, you can send additional instructions without restarting:</p>\n<pre><code>send_input(\n agent_id: \"abc-123\",\n text: \"Also add unit tests for the new module\"\n)\n</code></pre>\n<p>The child agent processes the input on its next iteration. This enables iterative workflows – review the agent’s output, then ask it to refine or continue.</p>\n<h3 id=\"resume-a-completed-agent\"><a class=\"header\" href=\"#resume-a-completed-agent\">Resume a Completed Agent</a></h3>\n<pre><code>resume_agent(\n agent_id: \"abc-123\",\n prompt: \"Now port the same changes to the other two files\"\n)\n</code></pre>\n<p>The agent continues in its original session, preserving all prior context. No need to re-explain the codebase.</p>\n<h2 id=\"team-orchestration\"><a class=\"header\" href=\"#team-orchestration\">Team Orchestration</a></h2>\n<p>The <code>TeamManager</code> coordinates named groups of agents for parallel execution. Three team-specific tools:</p>\n<h3 id=\"create-a-team\"><a class=\"header\" href=\"#create-a-team\">Create a Team</a></h3>\n<pre><code>team_create(\n team_name: \"backend-refactor\",\n agents: [\n { label: \"auth\", agent_type: \"code\", prompt: \"Refactor auth module\" },\n { label: \"tests\", agent_type: \"code\", prompt: \"Write tests for auth\" },\n { label: \"docs\", agent_type: \"general\", prompt: \"Update documentation\" }\n ]\n)\n</code></pre>\n<p>All agents spawn simultaneously and run in parallel. Returns the team name and all agent IDs.</p>\n<h3 id=\"broadcast-to-a-team\"><a class=\"header\" href=\"#broadcast-to-a-team\">Broadcast to a Team</a></h3>\n<pre><code>team_broadcast(\n team_name: \"backend-refactor\",\n message: \"Use the new AuthError enum instead of plain strings\"\n)\n</code></pre>\n<p>Sends a message to all running agents in the team. Non-running agents are skipped. Useful for sharing context or direction changes.</p>\n<h3 id=\"delete-a-team\"><a class=\"header\" href=\"#delete-a-team\">Delete a Team</a></h3>\n<pre><code>team_delete(team_name: \"backend-refactor\")\n</code></pre>\n<p>Cancels all running agents and cleans up resources. Completed agents are left in the subagent manager for reference.</p>\n<h2 id=\"subagent-providermodel-config\"><a class=\"header\" href=\"#subagent-providermodel-config\">Subagent Provider/Model Config</a></h2>\n<p>By default, every spawned agent inherits the parent session’s provider and model. You can override this globally in <code>config.toml</code> so child agents route to a different (usually cheaper or faster) backend:</p>\n<pre><code class=\"language-toml\">[agent]\nsubagent_provider = \"openrouter\" # Provider for child agents\nsubagent_model = \"qwen/qwen3-235b\" # Model override\n\n# Omit both keys and child agents inherit the parent session's provider\n# and run on that provider's default model.\n</code></pre>\n<p>The override applies to <code>spawn_agent</code>, <code>resume_agent</code>, and every member of a <code>team_create</code> team. Changes take effect on next session start; running sessions keep their existing provider.</p>\n<h3 id=\"per-call-overrides-v0335\"><a class=\"header\" href=\"#per-call-overrides-v0335\">Per-Call Overrides (v0.3.35)</a></h3>\n<p><code>spawn_agent</code>, <code>resume_agent</code>, and <code>team_create</code> now accept optional <code>provider</code> and <code>model</code> fields that override config defaults for a single call. This enables mixed-model teams:</p>\n<pre><code>team_create(\n team_name: \"mixed-stack\",\n agents: [\n { label: \"planner\", provider: \"zhipu\", model: \"glm-5\", prompt: \"Architect the feature\" },\n { label: \"coder\", provider: \"deepseek\", model: \"deepseek-coder\", prompt: \"Implement it\" },\n { label: \"reviewer\", provider: \"kimi\", model: \"kimi-k2.5\", prompt: \"Review the code\" }\n ]\n)\n</code></pre>\n<p>Precedence order (highest first): per-call <code>provider</code>/<code>model</code> > <code>[agent] subagent_provider</code>/<code>subagent_model</code> in config > parent session’s provider.</p>\n<h3 id=\"why-it-matters\"><a class=\"header\" href=\"#why-it-matters\">Why It Matters</a></h3>\n<p>The common pattern is <strong>premium parent, cheap children</strong>. Your main conversation stays on a reasoning-capable model (Opus, GPT-5, Gemini 2.5 Pro) while subtasks — file exploration, test writing, web research, bulk refactors — run on a faster, cheaper model. With a 4-agent team running 10 minutes each, the cost delta between Opus and Qwen on the children is roughly 50x.</p>\n<h3 id=\"concrete-examples\"><a class=\"header\" href=\"#concrete-examples\">Concrete Examples</a></h3>\n<p><strong>OpenRouter parent, Qwen children</strong> — best bang-for-buck on mixed workloads:</p>\n<pre><code class=\"language-toml\">[providers.openrouter]\nenabled = true\napi_key = \"sk-or-...\"\nmodel = \"anthropic/claude-opus-4\"\n\n[agent]\nsubagent_provider = \"openrouter\"\nsubagent_model = \"qwen/qwen3-235b-a22b-instruct\"\n</code></pre>\n<p><strong>Kimi on custom OpenCode provider</strong> — fast code generation for <code>code</code> and <code>explore</code> agents:</p>\n<pre><code class=\"language-toml\">[providers.opencode-kimi]\nenabled = true\nbase_url = \"https://api.kimi.com/v1\"\napi_key = \"...\"\nmodel = \"kimi-k2.5\"\n\n[agent]\nsubagent_provider = \"opencode-kimi\"\nsubagent_model = \"kimi-k2.6\"\n</code></pre>\n<p><strong>Local Ollama children</strong> — zero cost, fully offline, good for <code>explore</code> agents that just read files:</p>\n<pre><code class=\"language-toml\">[providers.ollama]\nenabled = true\nmodel = \"qwen3:14b\"\n\n[agent]\nsubagent_provider = \"ollama\"\nsubagent_model = \"qwen3:14b\"\n</code></pre>\n<p><strong>Gemini parent, Gemini Flash children</strong> — single billing account, reasoning on main, flash on team:</p>\n<pre><code class=\"language-toml\">[providers.gemini]\nenabled = true\nmodel = \"gemini-2.5-pro\"\n\n[agent]\nsubagent_provider = \"gemini\"\nsubagent_model = \"gemini-2.5-flash\"\n</code></pre>\n<h3 id=\"gotchas\"><a class=\"header\" href=\"#gotchas\">Gotchas</a></h3>\n<ul>\n<li>The subagent provider must be enabled and have a valid API key (or be a CLI/none-auth provider). Missing keys cause the spawn to fail with a provider resolution error.</li>\n<li><code>subagent_model</code> must be a model the provider actually serves. <code>qwen/qwen3-235b</code> works on OpenRouter, not on Anthropic. Check <code>/models</code> on the target provider to confirm.</li>\n<li><code>team_create</code> members all share the same subagent config. If you need heterogeneous routing (e.g. a research agent on web-search model, a code agent on code-specialized model), spawn them individually with <code>spawn_agent</code> under different config profiles.</li>\n<li>The CLI model override is surfaced in the <code>spawn_agent</code>, <code>resume_agent</code>, and <code>team_create</code> tool descriptions themselves, so the LLM knows to mention these keys to you instead of inventing per-call overrides.</li>\n</ul>\n<p>If <code>subagent_provider</code> or <code>subagent_model</code> is not set, the spawned agent loads from the parent session’s provider and runs on that provider’s default model.</p>\n<h2 id=\"workflow-patterns\"><a class=\"header\" href=\"#workflow-patterns\">Workflow Patterns</a></h2>\n<h3 id=\"parallel-research--implementation\"><a class=\"header\" href=\"#parallel-research--implementation\">Parallel Research + Implementation</a></h3>\n<pre><code>team_create(\"feature-research\", [\n { label: \"research\", agent_type: \"research\", prompt: \"Find best practices for rate limiting in Rust\" },\n { label: \"explore\", agent_type: \"explore\", prompt: \"Find all middleware files in the codebase\" }\n])\n</code></pre>\n<p>Wait for results, then spawn a code agent with the combined context.</p>\n<h3 id=\"iterative-code-review\"><a class=\"header\" href=\"#iterative-code-review\">Iterative Code Review</a></h3>\n<pre><code># 1. Spawn a code agent\nspawn_agent(label: \"impl\", agent_type: \"code\", prompt: \"Implement rate limiting middleware\")\n\n# 2. Wait for completion\nwait_agent(agent_id: \"impl-id\")\n\n# 3. Resume with refinements\nresume_agent(agent_id: \"impl-id\", prompt: \"Add tests for the edge cases we discussed\")\n</code></pre>\n<h3 id=\"large-scale-refactoring\"><a class=\"header\" href=\"#large-scale-refactoring\">Large-Scale Refactoring</a></h3>\n<pre><code>team_create(\"refactor-team\", [\n { label: \"module-a\", agent_type: \"code\", prompt: \"Refactor module A to use the new trait\" },\n { label: \"module-b\", agent_type: \"code\", prompt: \"Refactor module B to use the new trait\" },\n { label: \"module-c\", agent_type: \"code\", prompt: \"Refactor module C to use the new trait\" },\n { label: \"tests\", agent_type: \"code\", prompt: \"Update all tests for the new trait signature\" }\n])\n</code></pre>\n<h2 id=\"testing\"><a class=\"header\" href=\"#testing\">Testing</a></h2>\n<p>84 tests cover the entire multi-agent system:</p>\n<ul>\n<li>Manager state machine (spawn, wait, close lifecycle)</li>\n<li><code>SendInput</code> wiring and input loop</li>\n<li><code>CloseAgent</code> cleanup</li>\n<li><code>WaitAgent</code> timeout behavior</li>\n<li><code>AgentType</code> tool filtering</li>\n<li><code>TeamManager</code>, <code>TeamDelete</code>, <code>TeamBroadcast</code></li>\n<li>Registry exclusion (ALWAYS_EXCLUDED enforcement)</li>\n</ul>\n\n </main>\n\n <nav class=\"nav-wrapper\" aria-label=\"Page navigation\">\n <!-- Mobile navigation buttons -->\n <a rel=\"prev\" href=\"../features/plans.html\" class=\"mobile-nav-chapters previous\" title=\"Previous chapter\" aria-label=\"Previous chapter\" aria-keyshortcuts=\"Left\">\n <span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 320 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M41.4 233.4c-12.5 12.5-12.5 32.8 0 45.3l160 160c12.5 12.5 32.8 12.5 45.3 0s12.5-32.8 0-45.3L109.3 256 246.6 118.6c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0l-160 160z\"/></svg></span>\n </a>\n\n <a rel=\"next prefetch\" href=\"../features/a2a.html\" class=\"mobile-nav-chapters next\" title=\"Next chapter\" aria-label=\"Next chapter\" aria-keyshortcuts=\"Right\">\n <span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 320 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M278.6 233.4c12.5 12.5 12.5 32.8 0 45.3l-160 160c-12.5 12.5-32.8 12.5-45.3 0s-12.5-32.8 0-45.3L210.7 256 73.4 118.6c-12.5-12.5-12.5-32.8 0-45.3s32.8-12.5 45.3 0l160 160z\"/></svg></span>\n </a>\n\n <div style=\"clear: both\"></div>\n </nav>\n </div>\n </div>\n\n <nav class=\"nav-wide-wrapper\" aria-label=\"Page navigation\">\n <a rel=\"prev\" href=\"../features/plans.html\" class=\"nav-chapters previous\" title=\"Previous chapter\" aria-label=\"Previous chapter\" aria-keyshortcuts=\"Left\">\n <span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 320 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M41.4 233.4c-12.5 12.5-12.5 32.8 0 45.3l160 160c12.5 12.5 32.8 12.5 45.3 0s12.5-32.8 0-45.3L109.3 256 246.6 118.6c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0l-160 160z\"/></svg></span>\n </a>\n\n <a rel=\"next prefetch\" href=\"../features/a2a.html\" class=\"nav-chapters next\" title=\"Next chapter\" aria-label=\"Next chapter\" aria-keyshortcuts=\"Right\">\n <span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 320 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M278.6 233.4c12.5 12.5 12.5 32.8 0 45.3l-160 160c-12.5 12.5-32.8 12.5-45.3 0s-12.5-32.8 0-45.3L210.7 256 73.4 118.6c-12.5-12.5-12.5-32.8 0-45.3s32.8-12.5 45.3 0l160 160z\"/></svg></span>\n </a>\n </nav>\n\n </div>\n\n <template id=fa-eye><span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 576 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M288 32c-80.8 0-145.5 36.8-192.6 80.6C48.6 156 17.3 208 2.5 243.7c-3.3 7.9-3.3 16.7 0 24.6C17.3 304 48.6 356 95.4 399.4C142.5 443.2 207.2 480 288 480s145.5-36.8 192.6-80.6c46.8-43.5 78.1-95.4 93-131.1c3.3-7.9 3.3-16.7 0-24.6c-14.9-35.7-46.2-87.7-93-131.1C433.5 68.8 368.8 32 288 32zM432 256c0 79.5-64.5 144-144 144s-144-64.5-144-144s64.5-144 144-144s144 64.5 144 144zM288 192c0 35.3-28.7 64-64 64c-11.5 0-22.3-3-31.6-8.4c-.2 2.8-.4 5.5-.4 8.4c0 53 43 96 96 96s96-43 96-96s-43-96-96-96c-2.8 0-5.6 .1-8.4 .4c5.3 9.3 8.4 20.1 8.4 31.6z\"/></svg></span></template>\n <template id=fa-eye-slash><span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 640 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M38.8 5.1C28.4-3.1 13.3-1.2 5.1 9.2S-1.2 34.7 9.2 42.9l592 464c10.4 8.2 25.5 6.3 33.7-4.1s6.3-25.5-4.1-33.7L525.6 386.7c39.6-40.6 66.4-86.1 79.9-118.4c3.3-7.9 3.3-16.7 0-24.6c-14.9-35.7-46.2-87.7-93-131.1C465.5 68.8 400.8 32 320 32c-68.2 0-125 26.3-169.3 60.8L38.8 5.1zM223.1 149.5C248.6 126.2 282.7 112 320 112c79.5 0 144 64.5 144 144c0 24.9-6.3 48.3-17.4 68.7L408 294.5c5.2-11.8 8-24.8 8-38.5c0-53-43-96-96-96c-2.8 0-5.6 .1-8.4 .4c5.3 9.3 8.4 20.1 8.4 31.6c0 10.2-2.4 19.8-6.6 28.3l-90.3-70.8zm223.1 298L373 389.9c-16.4 6.5-34.3 10.1-53 10.1c-79.5 0-144-64.5-144-144c0-6.9 .5-13.6 1.4-20.2L83.1 161.5C60.3 191.2 44 220.8 34.5 243.7c-3.3 7.9-3.3 16.7 0 24.6c14.9 35.7 46.2 87.7 93 131.1C174.5 443.2 239.2 480 320 480c47.8 0 89.9-12.9 126.2-32.5z\"/></svg></span></template>\n <template id=fa-copy><span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 512 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M502.6 70.63l-61.25-61.25C435.4 3.371 427.2 0 418.7 0H255.1c-35.35 0-64 28.66-64 64l.0195 256C192 355.4 220.7 384 256 384h192c35.2 0 64-28.8 64-64V93.25C512 84.77 508.6 76.63 502.6 70.63zM464 320c0 8.836-7.164 16-16 16H255.1c-8.838 0-16-7.164-16-16L239.1 64.13c0-8.836 7.164-16 16-16h128L384 96c0 17.67 14.33 32 32 32h47.1V320zM272 448c0 8.836-7.164 16-16 16H63.1c-8.838 0-16-7.164-16-16L47.98 192.1c0-8.836 7.164-16 16-16H160V128H63.99c-35.35 0-64 28.65-64 64l.0098 256C.002 483.3 28.66 512 64 512h192c35.2 0 64-28.8 64-64v-32h-47.1L272 448z\"/></svg></span></template>\n <template id=fa-play><span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 384 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M73 39c-14.8-9.1-33.4-9.4-48.5-.9S0 62.6 0 80V432c0 17.4 9.4 33.4 24.5 41.9s33.7 8.1 48.5-.9L361 297c14.3-8.7 23-24.2 23-41s-8.7-32.2-23-41L73 39z\"/></svg></span></template>\n <template id=fa-clock-rotate-left><span class=fa-svg><svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 512 512\"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc. --><path d=\"M75 75L41 41C25.9 25.9 0 36.6 0 57.9V168c0 13.3 10.7 24 24 24H134.1c21.4 0 32.1-25.9 17-41l-30.8-30.8C155 85.5 203 64 256 64c106 0 192 86 192 192s-86 192-192 192c-40.8 0-78.6-12.7-109.7-34.4c-14.5-10.1-34.4-6.6-44.6 7.9s-6.6 34.4 7.9 44.6C151.2 495 201.7 512 256 512c141.4 0 256-114.6 256-256S397.4 0 256 0C185.3 0 121.3 28.7 75 75zm181 53c-13.3 0-24 10.7-24 24V256c0 6.4 2.5 12.5 7 17l72 72c9.4 9.4 24.6 9.4 33.9 0s9.4-24.6 0-33.9l-65-65V152c0-13.3-10.7-24-24-24z\"/></svg></span></template>\n\n\n\n <script>\n window.playground_copyable = true;\n </script>\n\n\n <script src=\"../elasticlunr-ef4e11c1.min.js\"></script>\n <script src=\"../mark-09e88c2c.min.js\"></script>\n <script src=\"../searcher-c2a407aa.js\"></script>\n\n <script src=\"../clipboard-1626706a.min.js\"></script>\n <script src=\"../highlight-abc7f01d.js\"></script>\n <script src=\"../book-a0b12cfe.js\"></script>\n\n <!-- Custom JS scripts -->\n <script src=\"../theme/custom-4a111f7b.js\"></script>\n\n\n\n </div>\n </body>\n</html>\n"}}}} |