douyin-topic-evaluation

douyin-topic-evaluation is a skill for Claude Code, Codex from forgeturl/dsh-douyin-creator. It costs 30 tokens per session (347 once invoked), scanned A, original, MIT.

A Douyin (TikTok China) topic evaluator based on the platform's public official materials. It assesses audience needs, search interest, useful content, differentiation, and governance risk.

In plain words
What is it for?
Use it to select one main topic and up to two alternatives, then define a minimum test, measures, and stopping conditions.
Why use it?
It helps turn a broad content idea into a small number of testable directions. It also distinguishes official information, reasonable inferences, operating advice, and conclusions about a specific account.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to select one main topic and up to two alternatives, then define a minimum test, measures, and stopping conditions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/forgeturl/dsh-douyin-creator/douyin-topic-evaluation
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add forgeturl/dsh-douyin-creator --skill douyin-topic-evaluation
Clone the repo
git clone --depth 1 https://github.com/forgeturl/dsh-douyin-creator

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for douyin-topic-evaluation

README.md
[![agentmods](https://agentmods.dev/badge/skills/forgeturl/dsh-douyin-creator/douyin-topic-evaluation/github.svg)](https://agentmods.dev/skills/forgeturl/dsh-douyin-creator/douyin-topic-evaluation)
Your own site
<a href="https://agentmods.dev/skills/forgeturl/dsh-douyin-creator/douyin-topic-evaluation"><img src="https://agentmods.dev/badge/skills/forgeturl/dsh-douyin-creator/douyin-topic-evaluation/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for douyin-topic-evaluation

Your own site · 80×15
<a href="https://agentmods.dev/skills/forgeturl/dsh-douyin-creator/douyin-topic-evaluation"><img src="https://agentmods.dev/badge/skills/forgeturl/dsh-douyin-creator/douyin-topic-evaluation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 347 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00030 $0.00347
Opus 5 $0.00015 $0.00173
Sonnet 5 $0.00006 $0.00069
Haiku 4.5 $0.00003 $0.00035

Measured 10d ago against content hash e27bffb745a8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

douyin-topic-evaluation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/douyin-topic-evaluation/SKILL.md · 24 lines

What it actually says

抖音选题评估

先确认赛道、目标受众、账号阶段、视频形态和用户希望达成的行为。信息不足时可以先给条件化判断,但不要虚构账号结论。

工作流

  1. douyin_official_search 搜索用户问题中的核心机制词、搜索需求词和治理风险词。
  2. 打开或引用 2 至 5 份最相关资料;优先正式网页、公示、规则或备案,官方视频只作补充。
  3. 评价选题的受众问题、可交付价值、搜索意图、差异化证据和合规风险。
  4. 形成 1 个主选题和最多 2 个备选,不堆砌泛泛方向。
  5. 给每个方向写清假设、最小测试、观察指标和停止条件。

输出边界

分开写:官方公开、合理推断、运营建议、账号结论。没有用户作品数据时不要写账号结论。

不得把固定多级流量池、统一账号权重分、通用留存阈值、保证热门公式或通用最佳发布时间写成官方结论。涉及“当前”规则或入口时,提示快照日期并核对最新官方来源。

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 24 lines · 30 tokens per session scan A e27bffb745a8

Subscribe to this mod's changes

douyin-topic-evaluation is a skill published in the GitHub repository forgeturl/dsh-douyin-creator (2 stars, last pushed 11d ago), licensed MIT. It adds 30 tokens to every session and 347 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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