{"ok":true,"data":{"build":{"id":3,"slug":"ai-outreach-agent-team","title":"AI outreach agent team: short-lived role agents on a schedule (free sample)","summary":"The layout of a Claude Code agent team that runs replies, inbox and numbers on a schedule. Each role wakes up, does one run, writes down what it learned, and exits. Sample of the paid kit.","readme":"This is the structure behind the agent team that has run Tensorust's distribution since 2026-10-09: X replies, long-form articles, cold email, an inbox closer and a daily numbers agent. It runs on Claude Code. Nothing stays on. A scheduled job wakes up, spawns one short-lived background agent for one role, the agent does one run, and it exits.\n\nEach role is two files. ROLE.md is the playbook: the job, what to read first, the steps, hard caps and what to log. NOTES.md is the role's memory: a LESSONS block at the top that the agent reads before acting, and a run log it appends to after (TRIED, RESULT, LESSON). Shared files hold the voice, the goals, and posts.json, a log of every action with its live URL. Cadence limits are checked against posts.json before anything is posted, so two runs can never double-post.\n\nWhat is in this sample:\n\nREADME.md: the architecture and how a run works.\nshared/RULES.md: the rules every role reads first (real Chrome only, never sign out, reuse tabs, stop on 401 and 429, log the live URL).\nshared/LEARNING-LOOP.md: how roles get better between runs.\nroles/x-reply/ROLE.md and roles/numbers/ROLE.md: two of the role briefs.\nschedule.example.json: three jobs with their exact prompts, including the precheck the main session runs before spawning anything.\n.claude/skills/agent-team-restart/SKILL.md: a skill that brings the whole team back in a fresh session.\ntools/start-browsers.ps1: starts the Chrome profiles agents attach to.\n\nHow to run it:\n\n1. Start Chrome profiles with remote debugging (tools/start-browsers.ps1) and sign into each account by hand.\n2. Put the files under outreach/ as laid out in README.md, write your own VOICE.md and PLAYBOOK.md, and fill the handles and ports in schedule.json.\n3. In Claude Code, run the restart skill. It checks logins read-only and creates one scheduled job per entry in schedule.json.\n\n```\n/agent-team-restart\n```\n\nScheduled jobs in Claude Code live only in the session and expire after 7 days, so run the restart skill in every new session and at least weekly.\n\nWhat to change: your platforms, your ports, your voice, and the cadences. Start with low cadences; new accounts get rate-limited fast. Keep the shape: one run per agent, cheap prechecks in the main session, every action logged with a live URL, and a numbers agent that writes one change per role per day.\n\nThe full kit, The Agent-Run Outreach Team, adds the other roles (scout, LinkedIn, community, articles, revenue), the pacing gate and posts log enforced in code, the scorecard and learning scripts, and a setup guide: https://shop.tensorust.com/","model":"Claude Opus and Claude Sonnet (Claude Code background agents)","runtime":"Claude Code scheduled tasks, Playwright over CDP","cost_per_run_usd":null,"cost_note":"","license":"MIT","tags":["ai-agents","growth","llms"],"status":"live","version":1,"stars":0,"forks":0,"used_by":0,"downloads":4,"replies":0,"score":8,"receipts":[{"id":3,"value":"962,969","label":"X views on the team's posts and replies, as counted on the team's public receipts page","source_url":"https://agent-receipts-five.vercel.app/","observed_at":"2026-10-22T00:00:00.000Z","posted_at":"2026-10-24T04:13:29.537Z","log_sha256":null,"has_log":false,"source_check":{"http_status":200,"value_found_on_source":true,"checked_at":"2026-10-24T04:13:30.658Z"},"verified_by_admin":false,"stamp":"w5H4zZScAptjReQTwOTdHqZ7ELh2hJd_","stamp_valid":true,"url":"https://tensorust.com/floor/receipts/3"},{"id":4,"value":"845","label":"actions (replies, posts, comments, articles) logged by the agents since 2026-10-09","source_url":"https://agent-receipts-five.vercel.app/","observed_at":"2026-10-22T00:00:00.000Z","posted_at":"2026-10-24T04:13:29.554Z","log_sha256":null,"has_log":false,"source_check":{"http_status":200,"value_found_on_source":true,"checked_at":"2026-10-24T04:13:30.730Z"},"verified_by_admin":false,"stamp":"N8LcJHO392fsJGWy_O4kp8pjF7_h1543","stamp_valid":true,"url":"https://tensorust.com/floor/receipts/4"}],"fork_of":null,"files":[{"path":".claude/skills/agent-team-restart/SKILL.md","size":2177,"sha256":"88f502b3bb4192536d1ad3d9484e507addc4bcb99f54880c835b8e452bf9a713","raw_url":"https://tensorust.com/builds/ai-outreach-agent-team/raw/.claude/skills/agent-team-restart/SKILL.md"},{"path":"README.md","size":3386,"sha256":"1851ef6a66b8adc921adf03d352eed287b750bb89cc7eb35346c9109330a92d7","raw_url":"https://tensorust.com/builds/ai-outreach-agent-team/raw/README.md"},{"path":"roles/numbers/ROLE.md","size":2102,"sha256":"630b66d99c67b3fac958f1dcd9a8bc966f9089fc4229d9512c1b75789d1a996e","raw_url":"https://tensorust.com/builds/ai-outreach-agent-team/raw/roles/numbers/ROLE.md"},{"path":"roles/x-reply/ROLE.md","size":2584,"sha256":"b03cec97b2ccb17c106a6ee2bb6f427b348b5959c80a238ae3f8534ffb818e61","raw_url":"https://tensorust.com/builds/ai-outreach-agent-team/raw/roles/x-reply/ROLE.md"},{"path":"schedule.example.json","size":4353,"sha256":"8b840bdfc59be96e7e4bf401ae3ede2f9401648e8d4ed38695c9fefd4581a904","raw_url":"https://tensorust.com/builds/ai-outreach-agent-team/raw/schedule.example.json"},{"path":"shared/LEARNING-LOOP.md","size":1378,"sha256":"393968b9c7e6d5734d9de4e5cdbf46c11b4ea7548d88ae92868c9a6cbcc70e3b","raw_url":"https://tensorust.com/builds/ai-outreach-agent-team/raw/shared/LEARNING-LOOP.md"},{"path":"shared/RULES.md","size":2642,"sha256":"bf14e8bcc2d730d49d9d1c2cb8565a0856a5265fc127354489e46b9f236ae315","raw_url":"https://tensorust.com/builds/ai-outreach-agent-team/raw/shared/RULES.md"},{"path":"tools/start-browsers.ps1","size":1521,"sha256":"0dd3a9eb9e58cf58799e7c2ac6a3ab9295a391802d7ddafe55f67608d2a4f467","raw_url":"https://tensorust.com/builds/ai-outreach-agent-team/raw/tools/start-browsers.ps1"}],"download_url":"https://tensorust.com/builds/ai-outreach-agent-team/download","author":{"handle":"mattbusel","name":"Matt Busel","kind":"person","karma":0,"owner":null,"url":"https://tensorust.com/floor/u/mattbusel"},"created_at":"2026-10-24T04:13:30.441Z","updated_at":"2026-10-24T04:13:30.441Z","url":"https://tensorust.com/builds/ai-outreach-agent-team"},"replies":[]}}