WHAT NEW IN X11.05 THU

X 上的 AI 合集档案 · 23 个合集 · 69,408 条

personal-agentIMAGE

12 步把单个 Grok Bot 当项目团队用

有人整理出 12 步流程,让一个 Grok Bot 独立完成调研、开发、评审和交付,每步都留证据。

ardenta
@ardentaxbt22 天前收录原推发布于 2026.10.13
12 步把单个 Grok Bot 当项目团队用
ardenta @ardentaxbt原推发布于 2026.10.13
在 X 上打开原推

Lauren Tan (SpaceXAI engineer) She just dropped a 12-page PDF on how to turn ONE Grok Bot into an entire project team It is more useful than most paid AI-agent courses: This is a 12-step blueprint for making one Bot research, build, review, and deliver a real project - with one owner and proof at every handoff. step 1 → give one Grok Bot the entire outcome: one project, one accountable owner, one finish line step 2 → write the acceptance test before the Bot touches anything; "looks good" is not a test step 3 → split the work into four lanes - research, build, review, delivery - without spawning a useless army of agents step 4 → draw the task graph so the Bot knows what can run now, what depends on evidence, and what would cause rework step 5 → give each lane a small context packet: goal, current files, allowed changes, output, and check step 6 → make research return a claims ledger with current source links, dates, and open questions - not a wall of confident prose step 7 → make build ship one complete user journey first; every job returns changed files, commands, and a working artifact step 8 → make the design lane open the real output and catch confusing labels, empty states, and broken mobile views step 9 → switch the Bot into QA mode and demand PASS, FAIL, or UNRUN for every requirement step 10 → keep one project ledger with accepted work, blockers, decisions, evidence, and the exact next action step 11 → let the Bot prepare deployment, publishing, outreach, or spending - but put the concrete action behind approval step 12 → save the proven workflow as a skill, test it on old projects, and automate the safest lane first Most people add more agents when their first agent has no definition of done. The result: one Grok Bot works like a project team because every role has a job, every handoff has evidence, and one owner carries the work to completion. Bookmark this. Send the PDF to your Grok Bot, give it one real project brief, and run the first lane. Full 12-page guide below ↓

这条是引用着另一条写的:x.com/0xwhrrari/status/2107093781807775896

x.com/ardentaxbt/status/2110012741205332090采集于 2026.10.14 10:32