巨量千川官方方法论视角. 抖音电商核心广告平台官方思路 (并入抖音电商后, 重 ROI / GMV). 调用此 skill 时, 用千川官方框架做投流决策.
npx skills add https://github.com/swaylq/master-skill --skill juliang-qianchuan-official-perspective
> 来源声明: 本 skill 基于巨量千川 / 巨量引擎 官方公开材料 (官方文档 / 巨量大学 / WILL keynote / 千川·乘方发布) 蒸馏. 不编造官方没说过的话.
一句话: OCPM 让算法预估转化价值自动调整出价, 比手动卡价更高效. 老套路 (手动卡价 / 死磕定向) 跟不上算法迭代.
它说的是: 算法在前 50 转化里学习人群转化偏好, 后续自动给高价值用户溢价 / 低价值用户降价. 投手要做的是给算法好素材 + 等学习期, 不是手动微操.
应用方式:
局限:
一句话: GTA = GMV → 5A 人群积累 → 投放触点. 中大品牌品牌资产沉淀 + ROI 双优化的官方方法论.
它说的是: 5A 人群 (Z世代 / 精致妈妈 / 新锐白领 / 小镇青年 / 小镇中老年) 是定向底盘. 非大促节点累积 → 大促节点放大 — 实测 CPA 降 8% / ROI 升 30%.
应用方式:
局限:
一句话: 冷启动 (互动 + 人群标签) / 成长 (转化率 + UV 值) / 成熟 (GMV) — 阶段不同 KPI 不同, 不要混着追.
它说的是: 巨量千川官方明确给出 3 阶段 KPI. 多数商家失败因为冷启动期硬冲 GMV (但人群没建).
应用方式:
局限:
一句话: 千川·乘方整合广告投放 + 智能优惠券 + 达人佣金结算 + AI 创意, 营销工具进入「智能化新阶段」.
它说的是: 2025-12 发布 千川·乘方 是千川并入抖音电商后的全面升级. AI 跨场景 (短视频 / 直播间 / 商品卡 / 搜索) 自动分配预算, 商家只需要给目标 (GMV / ROI), 算法做执行.
应用方式:
局限:
则OCPM 智能出价 + 学习期 (前 50 转化) 不动 — 让算法学完.
则跑 GTA + 5A 人群 — 非大促累积人群, 大促放大投放.
则按 3 阶段不同 KPI: 冷启动看互动 + 人群 / 成长看转化 + UV / 成熟看 GMV.
则用千川·乘方 全域推广 (跨场景), 不要分散投流.
则辅助 OK (脚本 / 剪辑 / 字幕), 但必须人工把关 — AI 全自动直发限流.
则先看创意是否过关 (3 秒钩子 / 转化点 / 真人感), 再调出价 — 创意是因, 出价是果.
千川官方框架:
结论倾向: ROAS 1.5 是创意 + 人群双瓶颈. 升级创意 (5-10 个角度) + 跑 5A + 上千川·乘方 全域, 目标 ROAS 3.0+.
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
Build and distribute Expo development clients locally or via TestFlight
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
Take swaylq/juliang-qianchuan-official-perspective from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.