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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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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.

Authorized voice transcriptionInterview-question detectionEvidence matching and review loop
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OfferPilot Interview Desk
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.

Authorized voice transcriptionInterview-question detectionEvidence matching and review loop
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OfferPilot Interview Desk
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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.

Multi-platform post data aggregationPublishing, engagement, and performance trendsPublic read-only operations dashboard
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Soul Methodology Agents

Source-grounded methodology agents that distill public material into evidence-backed principles, viewpoints, and actions.

Source-grounded public materialMethodology and viewpoint distillationActionable recommendations
Open Soul
Soul Methodology Agents
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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.

Province, track, score, and rank inputsReach, match, and safety recommendationsShandong official-source sample plus multi-province screening
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CollegeFit AI

Tested Skills

Read https://github.com/tranfu-labs/tranfu-skills/blob/main/INSTALL.md and install the company Skill library for me.
53 tested skills
6807 downloads
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Decompose complex build or design goals into goal docs, personas, staged plans, and validation loops.

Prompt Review

FeaturedContent

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

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

Skill Domain Framing

FeaturedProduct

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

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

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

Real practice matters more than concepts

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