ig-hook-extractor
Reverse-engineer the hook from a viral Instagram Reel or carousel, given a URL or a pasted caption. Identifies which of the 10 canonical 2026 formulas it uses (number-first, contrarian, relatable, confession, listicle, before/after, myth-buster, framework, pattern-interrupt Reel,
供给资产档案
编程与开发 Agent
代码审查、仓库分析、测试、CI、GitHub、DevOps 与开发工作流 Skill。
场景
编程 Agent
我需要一个能理解仓库、修改代码并审查 Pull Request 的编程 Agent。
适配 Agent
Claude Code + CLI + Codex
适用于 Codex、Claude Code、Cursor、CLI 或自定义 Agent。
安装
就绪
npx skills add sergebulaev/instagram-skills --skill ig-hook-extractor
维护状态
新鲜
今天有推送
风险
需审查
Low GitHub adoption signal
GitHub 质量
17
59/100 质量 · 76/100 信任
覆盖标签
审查说明
Low GitHub adoption signal · Quality score needs review
Agent 采用评分卡
一眼查看信任、审计与安装准备度
这些分数综合公开仓库元数据、OpenAgentSkill 审查信号、维护新鲜度与安装准备度。它用于候选筛选,不替代人工审查。
质量
有潜力有用的候选项,但采用前应与替代方案比较。
信任
仅限沙盒有用但信任信号不足或混杂的候选项。在结果闭环证明任务匹配前,请保持在隔离工作区内使用。
审计
需审查对安装准备度、安全元数据、维护情况与采用风险的机器可读审查。
OpenAgentSkill 信任评分 v5
安装前需人工审查
仅在沙盒中运行,并在用于真实工作前比较接近的替代方案。
Stars
17 个 GitHub Stars
仓库活跃度
17 个 Star,1 个 Fork
维护状态
今天有推送
许可证
MIT
安装
npx skills add sergebulaev/instagram-skills --skill ig-hook-extractor
安装安全性
标准软件包或运行时安装路径
权限范围
文件系统或文档访问
Agent 结果
暂未有 Agent 结果数据
文档
README/SKILL.md 上下文充分
风险摘要
生产前审查
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 17 GitHub stars
- Stars/forks activity: 17 stars, 1 forks; issue activity unavailable in current metadata
安装准备度
安装路径可用
- 安装路径可用
- 仓库证据可用
- 已声明许可证
- 暂无 Agent 验证结果证据
Agent 可读元数据
这个 Skill 的机器可读决策数据。
使用此区块或内嵌 JSON 判断 Agent 是否应安装该 Skill、选择替代方案,或先请求人工审查。
适用任务
- Document processing 工作流
- Claude Code 团队
- builders willing to evaluate younger projects
- Read uploaded files
适用 Agent
安装决策
- 命令
- npx skills add sergebulaev/instagram-skills --skill ig-hook-extractor
- 策略
- 审查
- 人工审查
- 是
信任与风险
- 信任
- 68/100
- 审计
- 78/100
- 风险级别
- 需审查
结果闭环
- 端点
- /api/agent/outcome
- 事件 ID
- resolve
- 结果
- 5
不适用场景
- 需要厂商支持 SLA 的团队
- production agents without a repository review
- Low GitHub adoption signal
- 暂未有 OpenAgentSkill 使用反馈数据
- Quality score needs review
替代 Skill
Code Review
168.6K Stars
npx skills add mattpocock/skills --skill code-review
替代 Skill
Grill With Docs
164.7K Stars
npx skills add mattpocock/skills --skill grill-with-docs
替代 Skill
To Spec
164.7K Stars
npx skills add mattpocock/skills --skill to-spec
替代 Skill
To Tickets
176.7K Stars
npx skills add mattpocock/skills --skill to-tickets
Agent 安全 v2
62/100 · 安装前审查
可用候选,但 Agent 在安装前应展示权限与审计说明。
在真实工作区安装前需要人工批准。
中
网络访问
Skill 可能访问远程页面、API、仓库或外部服务。
中
文件系统访问
Skill 可能读取或写入项目文件、文档、生成产物或本地工作区状态。
- Low GitHub adoption signal
安装目标
在你的 Agent 工作流中安装此 Skill
通过公开安装端点获取命令、安全清单、目标提示词和该 Skill 的规范链接。
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install sergebulaev-ig-hook-extractorAgent 解析计划
让 Agent 在安装前验证匹配度。
Resolve API 返回首选 Skill、替代方案、安全策略、审计说明、安装目标和可直接执行的提示词,无需抓取此页面。
打开 JSON
/api/agent/resolve?task=Use%20ig-hook-extractor%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve 文本
/api/agent/resolve?task=Use%20ig-hook-extractor%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
安装交接
/api/skills/sergebulaev-ig-hook-extractor/install
Agent 应检查
- 从 Resolve API 检查任务匹配与替代方案。
- 检查审计评分、信任评分和安全策略警告。
- 检查 Codex、Claude Code、Cursor 或 CLI 的安装目标兼容性。
复制提示词
Task: Use ig-hook-extractor in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20ig-hook-extractor%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/sergebulaev-ig-hook-extractor/install
Install command: npx skills add sergebulaev/instagram-skills --skill ig-hook-extractor
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent 交接
把安装路径交给 Agent,而不是再给一个目录页。
通过公开安装端点获取命令、安全清单、目标提示词和该 Skill 的规范链接。
安装交接
/api/skills/sergebulaev-ig-hook-extractor/install
LLM 文本格式
/api/skills/sergebulaev-ig-hook-extractor/install?format=text
寻找替代方案
/api/skills/search?q=ig-hook-extractor&limit=3
Agent 提示词
Use ig-hook-extractor for this task. Review https://www.openagentskill.com/api/skills/sergebulaev-ig-hook-extractor/install, then install with: npx skills add sergebulaev/instagram-skills --skill ig-hook-extractorRegistry 元数据
用于自动选择 Skill 的 Agent 可读档案。
本页通过 Registry API 提供相同的决策、信任、审计、场景和安装信号,让 Agent 无需抓取界面即可排序。
Agent 决策面板
Fallback candidate for Document processing
先用此 Skill 做原型验证,并保留备选方案。
栈中角色
备选候选
主要匹配
Document processing
信任标签
先做原型验证
安装路径
命令已就绪
适用场景
- Document processing 工作流
- Claude Code 团队
- builders willing to evaluate younger projects
证据
- 仓库近期活跃
- 已提供安装命令或 GitHub 仓库
- 59/100 质量档案
先审查
- Low GitHub adoption signal
- 暂未有 OpenAgentSkill 使用反馈数据
实施路径
- 1在沙盒 Agent 中安装它,并端到端完成一次Document processing任务。
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
信任档案
仅限沙盒
有用但信任信号不足或混杂的候选项。在结果闭环证明任务匹配前,请保持在隔离工作区内使用。
GitHub 采用度
修复17 个 GitHub Stars
Star/Fork 活跃度
修复17 个 Star,1 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过今天有推送
许可证清晰度
通过MIT
积极信号
- AI 审查已通过
- 安装路径可用
- 仓库证据可用
- 近期维护的仓库
- 安装命令未发现明显高风险模式
- 结果闭环已就绪,但需要首次真实 Agent 运行
安装前审查
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 17 GitHub stars
- Stars/forks activity: 17 stars, 1 forks; issue activity unavailable in current metadata
- 暂未有真实 Agent 结果报告
- 无人值守安装前需要人工审查
建议操作
仅在沙盒中运行,并在用于真实工作前比较接近的替代方案。
质量档案
有潜力 适用于 Agent 工作流的候选
有用的候选项,但采用前应与替代方案比较。
工作流匹配
在这些场景使用此 Skill
Parse messy files
Document processing
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Operate web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
工作流匹配
加入完整工作流
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
Content growth agent
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
替代方案短名单
安装前对比
可能适合该任务的相近 Skill。
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Grill With Docs
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
To Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
To Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
概览
--- name: ig-hook-extractor description: Reverse-engineer the hook from a viral Instagram Reel or carousel, given a URL or a pasted caption. Identifies which of the 10 canonical 2026 formulas it uses (number-first, contrarian, relatable, confession, listicle, before/after, myth-buster, framework, pattern-interrupt Reel, how-I Reel), explains why it worked, names the primary goal, and returns a blank template mapped to your topic. Use to learn from a post you admire. Not for writing your own (use ig-caption-writer or ig-carousel-planner). ---
# Instagram Hook Extractor
Paste a viral Reel or carousel URL (or the caption text). Get back: which hook formula it uses, the exact structure, why it worked, the primary goal it chased, and a blank template you can fill with your own voice.
## When to use
- User finds a viral Reel or carousel they want to study - User wants to replicate a specific creator's pattern - Before `ig-caption-writer` or `ig-carousel-planner`, to seed a draft with a proven shape
## Input
An Instagram URL (`/p/`, `/reel/`, or a profile) or pasted caption + slide text. This bundle has no built-in Instagram reader, so for a URL the skill asks the user to paste the caption (and the on-image slide text for a carousel, or a quick description of the Reel's first 3 seconds).
## Output
- **Formula identified** (IG1-IG10 from `../../references/hook-formulas.md`) with a confidence score - **Surface:** single image, carousel, or Reel, and why that surface fit the idea - **Structural breakdown:** - The hook (caption first 125 chars / carousel slide 1 / Reel first 3 seconds) - Body architecture (per-slide roles for a carousel; beat order for a Reel) - The close (what earns the save, send, or follow) - Reaction-triggering devices (numbers, named entities, the open loop) - **Primary goal** the original chased (saves / shares / comments / follows) - **Why it worked** psychologically and algorithmically - **Blank template** with `{slot}` markers matched to the original, ready for the user's topic - **Cautions:** anything in the original that would fail a 2026 audit (em dashes, AI vocab, 30 hashtags, mixed media)
## Steps
1. **Parse the URL.** `lib.url_parser.parse_instagram_url(url)` returns `username`, `shortcode`, `url_type`. 2. **Get the content.** Ask the user to paste the caption, and for a carousel the slide text, or for a Reel the first 3 seconds (on-screen text + opening line). (If they later wire an Apify Instagram actor, read it automatically.) 3. **Detect the surface.** Single image, carousel, or Reel. 4. **Classify against the 10 formulas** using features: - Caption: an odd-precision result (IG1)? a contrarian claim (IG2)? a relatable moment (IG3)? a first-person confession (IG4)? - Carousel: a numbered teaching list (IG5)? a before/after (IG6)? a myth/truth structure (IG7)? a named framework (IG8)? - Reel: a pattern interrupt in the first seconds (IG9)? a "how I" teardown (IG10)? 5. **Score confidence.** If two formulas fit, return the top 2 with fit scores. 6. **Extract structure.** Label each part by its role. For a carousel, map slide 1 (the loop), the front-loaded value, and the payoff slide. 7. **Name the primary goal** the original optimized for. 8. **Generate a blank template** with `{slot}` markers matched to the original shape and the user's topic. 9. **Audit the source.** Flag any AI tells so the user does not copy them.
## Example
See `references/examples.md` for worked teardowns.
## Formulas reference
See `../../references/hook-formulas.md` for the 10 canonical Instagram formulas with full skeletons and goal tags.
## Files
- `SKILL.md` - this file - `references/classification-rules.md` - feature extraction + scoring heuristics - `references/examples.md` - worked teardowns (caption, carousel, Reel)
## Related skills
- `ig-caption-writer` - use the extracted caption template to draft your own - `ig-carousel-planner` - use the extracted carousel template - `ig-humanizer --mode audit` - audit your draft before shipping
技术详情
- 版本
- 1.0.0
- 许可证
- MIT
- 最近更新
- 2026年8月22日
- 发布时间
- 2026年8月22日
决策摘要
备选候选
仓库近期活跃
Agent 验证证据
Agent 验证证据
来自解析、审查、安装和一次小范围运行后的结果报告。
- 成功率
- —
- 近期失败
- —
- 结果
- 0
- 输出质量
- —
- 失败
- 0
- 不相关
- 0
- 安装次数
- 0
- 风险拦截
- 0
- 需要配置
- 0
- 生产环境
- 0
暂时没有 Agent 结果数据。首次 Agent 执行可以通过 /api/agent/outcome 报告成功、需要设置、风险拦截、失败或不相关。
增长闭环
分享工具包
为 ig-hook-extractor 准备的场景化草稿,可手动发布到 X。
ig-hook-extractor: Reverse-engineer the hook from a viral Instagram Reel or carousel, given a URL or a pasted ca... 17 stars https://www.openagentskill.com/skills/sergebulaev-ig-hook-extractor?ref=x
可选:带安装命令的回复
Listing + install path for ig-hook-extractor: https://www.openagentskill.com/skills/sergebulaev-ig-hook-extractor?ref=x Install: npx skills add sergebulaev/instagram-skills --skill ig-hook-extractor
收录来源
Registry 收录
此列表来自公开来源,维护者认领获批前不会标记为官方。
- 创作者
- sergebulaev
- 收录方
- OpenAgentSkill 社区索引
归属链接指向公开仓库或创作者主页。创作者可认领列表以更新所有权信号。
认领此 Skill所有者认领
认领此 Skill 页面
这条 Registry 收录 列表归属于 sergebulaev,但尚未标记为官方。认领后可增加已验证所有者信号,使后续发布、安装和审计更新更值得信赖。
创作者外链工具包
将证据徽章加入你的 README
在开发者评估仓库的位置展示规范页面、当前信任与审计信号,以及真实的 Agent 验证证据。
[](https://www.openagentskill.com/skills/sergebulaev-ig-hook-extractor)
[](https://www.openagentskill.com/skills/sergebulaev-ig-hook-extractor)
[](https://www.openagentskill.com/skills/sergebulaev-ig-hook-extractor/audit)
[](https://www.openagentskill.com/skills/sergebulaev-ig-hook-extractor)作者
sergebulaev
@sergebulaev
平台适配
健康信号
- GitHub Stars
- 17
- 质量评分
- 32/100
- 最近 GitHub 推送
- 2026年8月22日
- 框架提示
- 未知
- OpenAgentSkill 浏览量
- 0
- 复制安装命令
- 0
- 跳转点击
- 0
社区信号
告诉我们这个 Skill 是否对你的 Agent 工作流有帮助。汇总反馈会持续改善排序。
信任与安全
仅限沙盒
- GitHub 采用度17 个 GitHub Stars修复
- Star/Fork 活跃度17 个 Star,1 个 Fork; 当前元数据中没有议题活跃度信息修复
- 近期维护今天有推送通过
- 许可证清晰度MIT通过
- README/SKILL.md 完整度元数据包含足够的用法与工作流上下文通过
- 依赖与运行时风险公开元数据中未发现主要依赖风险提示通过
相关 Skill
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K StarsGrill With Docs
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Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
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Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
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