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Agents execute. You create and decide.

TranFu/agent.workflow.ts
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runtime.trace

live
receive_task接收目标
plan_steps拆解步骤
call_tools调用工具
run_checks验证结果
brief_human交付决策
TERMINALtranfu@agent $
status: ready_for_review

Every agent product is built for real work

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A Chinese mock-interview training workbench that starts from authorized voice transcription and closes the loop with question detection, evidence matching, and review.

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NEWWeb

OfferPilot Interview Desk

A Chinese mock-interview training workbench that starts from authorized voice transcription and closes the loop with question detection, evidence matching, and review.

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Social Media Analytics

A public read-only analytics dashboard for multi-platform business media posts, covering publishing, engagement, and performance data.

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CollegeFit AI

A gaokao application simulator that uses province, track, score, or rank to suggest reach, match, and safety college-major options.

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AgentReach

A unified API that lets AI agents reach users across WeChat, Telegram, and Lark, launch approvals, questions, and choices, and receive normalized response callbacks.

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Tested Skills

Read https://github.com/tranfu-labs/tranfu-skills/blob/main/INSTALL.md and install the company Skill library for me.
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AI Startup Feasibility Check

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Use risk gates, scoring axes, and diagnostic questions to judge whether an AI startup idea deserves more work.

Prompt Review

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Audit prompts, skills, and agent definitions with an engineering checklist until issues converge.

Goal-Driven Decomposition

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Decompose complex build or design goals into goal docs, personas, staged plans, and validation loops.

Skill Content Fit Check

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Decide whether knowledge, rules, or retrospectives deserve a Codex skill and identify missing pieces.

Skill Domain Framing

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Frame retrospectives or guardrails into the right skill domain, naming axis, boundaries, and acceptance bar.

Social Preview Head Writer

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Configure titles, descriptions, icons, and card images for stable Lark, Slack, and WeChat previews.

Practice over theory

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