fill-content

fill-content is a skill for Claude Code, Codex from shadowcz007/skills. It costs 115 tokens per session (943 once invoked), scanned A, original, MIT.

A skill for finding Mixdao entries without body text, fetching their source pages, and replacing the missing text with a roughly 250-character Chinese case summary.

In plain words
What is it for?
Finding empty entries, downloading page content, reviewing fetched text, and updating selected Mixdao records.
Why use it?
It fills incomplete entries in a repeatable process and skips entries that already contain content.

Skill for Claude CodeCodex

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

Good fit Finding empty entries, downloading page content, reviewing fetched text, and updating selected…

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/shadowcz007/skills/fill-content
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 shadowcz007/skills --skill fill-content
Clone the repo
git clone --depth 1 https://github.com/shadowcz007/skills

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 fill-content

README.md
[![agentmods](https://agentmods.dev/badge/skills/shadowcz007/skills/fill-content.svg)](https://agentmods.dev/skills/shadowcz007/skills/fill-content)
Your own site
<a href="https://agentmods.dev/skills/shadowcz007/skills/fill-content"><img src="https://agentmods.dev/badge/skills/shadowcz007/skills/fill-content.svg" alt="Measured on agentmods" height="20"></a>
Per session 115 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 943 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00115 $0.00943
Opus 5 $0.00057 $0.00472
Sonnet 5 $0.00023 $0.00189
Haiku 4.5 $0.00012 $0.00094

Measured 6d ago against content hash 241b2d79ae3d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

fill-content scanned grade A with 1 finding 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 6d ago.

The scan reads SKILL.md. This mod also ships 3 executable files (scripts/01-fetch-no-content.js, scripts/02-fetch-content.js, scripts/03-update-from-temp.js), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- 自动抓取每个 URL 的内容(先 curl,失败时用 Playwright 无头浏览器兜底)
skills/fill-content/SKILL.md · 62 lines

What it actually says

何时使用

用户说要补全正文拉取/抓取无正文条目的正文并更新到 mixdao、或提到 fill content / 无正文 / hasContent 时使用本 skill。

补全正文(Fill Content)

根据 URL 抓取正文,上传前用 AI 梳理为约 250 字案例描述并替代正文回写到 mixdao,仅处理当前尚无正文的条目。

脚本

脚本 作用
scripts/01-fetch-no-content.js 拉取 mixdao GET /api/latest,过滤出 hasContent === false 的条目,写入 temp/fill-content-{date}.json
scripts/02-fetch-content.js 读取 01 输出的 JSON,抓取每个 URL 的正文,保存到 temp/{cachedStoryId}.txt
scripts/03-update-from-temp.js 从 temp 读取正文,上传前用 AI 梳理为约 250 字案例描述并以此替代正文 PATCH 更新。list 必须传 JSON 路径,输出元数据与正文摘要供 Agent 判断;更新必须传至少一个 id,可一次传多条。

流程

步骤 1:获取无正文条目

node scripts/01-fetch-no-content.js

输出:temp/fill-content-{date}.json(示例:temp/fill-content-2026-02-17.json

步骤 2:批量抓取正文

node scripts/02-fetch-content.js temp/fill-content-2026-02-17.json
  • 自动抓取每个 URL 的内容(先 curl,失败时用 Playwright 无头浏览器兜底)
  • 保存到 temp/{cachedStoryId}.txt
  • 过滤无效内容(404、登录页等)
  • 可中途停止,下次运行会跳过已存在的文件

步骤 3:预览待更新内容(含元数据,供 Agent 做语义判断)

# 推荐:传入步骤 1 的 JSON 路径,输出每条 title、translatedTitle、text 与正文摘要
node scripts/03-update-from-temp.js list temp/fill-content-2026-02-17.json
  • 必须传 JSON :每条输出 cachedStoryIdtitletranslatedTitletext(截断)、contentLengthcontentPreview(正文前 300 字)。是否与文章主题一致由 Agent 根据上述信息自行判断;其中需排除内容仅为导航/框架、未包含实际正文的条目。存疑条目可在步骤 4 选择不更新。

步骤 4:更新到 mixdao

Agent 做好主题判断后,只更新判定为一致的条目,一次传入多个 cachedStoryId。脚本会先用 AI 将每条正文梳理为约 250 字(简体中文、突出人物/公司等),提交到 mixdao 的是该梳理结果,而非原始长正文。运行前需设置 ANTHROPIC_API_KEY(与 daily-briefing 一致)。

# 更新指定的一条或多条(推荐:判断后只传通过的 id)
node scripts/03-update-from-temp.js <id1> <id2> <id3>

示例:node scripts/03-update-from-temp.js cmlpr8xsb005al70adaskpzl4 cmlpr8xd7002jl70ax1ytgrrt

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 6d ago First seen · 62 lines · 115 tokens per session scan A 241b2d79ae3d

Subscribe to this mod's changes

fill-content is a skill published in the GitHub repository shadowcz007/skills (0 stars, last pushed 5mo ago), licensed MIT. It adds 115 tokens to every session and 943 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

chat-pet-sprite-creation

Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.

microsoft/vscode · 53 tokens

cpu-profile-analysis

Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…

microsoft/vscode · 71 tokens

insight-error-page

Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…

vercel/next.js · 83 tokens