Knowledge BaseWhat Exactly Is Jev, and What Can an AI That Only Checks Answers Do?
Jev does not chat or execute actions; it turns messages into a small, checkable classification step.
Project files
Skill Beginner to MasterFrom installing tranfu-skills to publishing your first Skill
Build AgentsA complete walkthrough of triggering multiple Sub-agents via a single prompt to form an automated serial pipeline for parallel multi-task development
Business CasesFrom architecture to command-line practice — a comprehensive breakdown of how OpenClaw, Claude Code, and Lark Bot work together
Featured Agent Practice
// Practice
AI Agent Battle-Tested Practice
Deep dives, series chapters, and project files now share one update stream. Sync batches appear as compact project-file snapshots, so the page keeps its reading rhythm.
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Knowledge Base
Knowledge BaseAI Updates So Fast: Should Ordinary People Keep Chasing What Is New? Decide with One Table
A practical decision table for judging whether a new AI capability deserves your time now.
Project files
Knowledge BaseBefore Submitting AI-Written Work, Ask These 3 Questions
A practical checklist for verifying AI-written work before it is submitted, shared, or used for decisions.
Project files
Knowledge BaseWhy Can’t Teammates Reproduce a Successful Prompt?
When a task finally works, the team often shares the final prompt, but reproducibility depends on much more than the words in that prompt.
Project files
Knowledge BaseDesigning Products Entirely with Agents: Three Failure Scenes We Found
Give an AI Agent a one-line requirement and it can produce a tidy front-end page in minutes, yet that polished result is often where the real design risk begins.
Project files
Knowledge BaseStop Telling AI Exactly How to Fix It: Over-Specifying the Patch Is What Keeps Bugs Alive
When AI keeps missing the same bug, the answer is usually not more detailed instructions, but a different way of asking.
Project files
Knowledge BaseAfter Half a Year of AI Development, Our Team Found 6 Survival Rules
A team-tested playbook for keeping AI-assisted development fast without losing direction, architecture discipline, review quality, or delivery evidence.
Project files
Deep practiceWelcome Aboard: Your First Day with TranFu Skills
Walk through identity setup, installation, usage, creation, publishing, analytics, and updates in the TranFu Skill system.
Skill ManagementEmployee Onboarding
Knowledge BaseTranFu Project Deployment Guide
A practical guide to shipping TranFu web projects, covering company GitHub repository rules, server-resource checks, environment preparation, operations-bot deployment, and common issues.
Project files
Knowledge BaseLocal Voice Cloning for Chinese Video Workflows
A comparison of Qwen3-TTS, Chatterbox, GPT-SoVITS, CosyVoice, and related options across Chinese quality, local Mac support, licensing risk, and a practical path to packaging them as a Skill.
Project files
Knowledge BaseFrom Product Idea to PRD: Validating an AI PM Workflow
Turn a one-line product idea into scope questions, a PRD draft, target users, competitors, and validation tasks to test how an AI product-manager concept can narrow into an early product-definition workflow.
Project files
Knowledge BaseOpportunity Radar: Validating an AI Card Workspace
Use a project and opportunity radar as the first workflow: generate and continuously update evidence, assessment, risk, and next-step cards through natural language, then test whether the card workspace improves team information processing.
Project files
Knowledge BaseAI Life Assistant
The AI Life Assistant is not a broad assistant project ready for immediate approval, but an early-stage opportunity that requires collecting real-life scenarios from the Lark topic and then selecting a focused vertical entry point.
Project files3 files
Knowledge BaseAI Recruiting Aggregation Tool
AI recruiting tools represent a real, well-defined, and accelerating AI + HR workflow opportunity, but a generic AI recruiting platform is not the right approach. A better path starts with a frequent, low-compliance-risk workflow that saves time immediately, such as an Interviewer Copilot or a Small-Team Recruiting Agent.
Project files
Deep practiceWhy Default Workflows Belong in AGENTS.md, Not in a Skill
AGENTS.md is the top-level routing rule; Skills are domain execution modules — one handles path-selection, the other handles path-execution
Agent ArchitectureAGENTS.md Convention
Deep practiceOpenClaw + Telegram + Lark Integration Research Report
Research on OpenClaw's native Lark integration — a complete migration path from Webhook Bridge to WebSocket long-connection, with full configuration steps
Tool: OpenClawChannel: Telegram + Lark
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