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,
Profil aset
Agent pemrograman dan pengembangan
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Skenario
Agent pemrograman
I need a coding agent that can understand a repository, edit code, and review pull requests.
Kecocokan Agent
Claude Code + CLI + Codex
Cocok untuk Codex, Claude Code, Cursor, CLI, atau Agent khusus.
Pasang
Siap
npx skills add sergebulaev/instagram-skills --skill ig-hook-extractor
Pemeliharaan
Terkini
Diperbarui hari ini
Risiko
Perlu ditinjau
Low GitHub adoption signal
Kualitas GitHub
17
59/100 Kualitas · 76/100 Kepercayaan
Tag cakupan
Catatan ulasan
Low GitHub adoption signal · Quality score needs review
Kartu adopsi Agent
Kepercayaan, audit, dan kesiapan pemasangan dalam sekali lihat
Skor ini menggabungkan metadata repositori publik, sinyal ulasan OpenAgentSkill, kebaruan pemeliharaan, dan kesiapan pemasangan. Ini adalah sinyal shortlist, bukan pengganti peninjauan manusia.
Kualitas
MenjanjikanUseful candidate, but compare it with alternatives before adopting.
Kepercayaan
Hanya sandboxKandidat berguna dengan sinyal kepercayaan yang kurang atau bercampur. Gunakan di ruang kerja terisolasi hingga loop hasil membuktikan kecocokan tugas.
Audit
Perlu ditinjauTinjauan yang dapat dibaca mesin tentang kesiapan pemasangan, metadata keamanan, pemeliharaan, dan risiko adopsi.
Trust Score OpenAgentSkill v5
Tinjauan manusia sebelum pemasangan
Jalankan hanya dalam sandbox dan bandingkan alternatif terdekat sebelum digunakan untuk kerja nyata.
Star
17 star GitHub
Aktivitas repositori
17 star dan 1 fork
Pemeliharaan
Diperbarui hari ini
Lisensi
MIT
Pasang
npx skills add sergebulaev/instagram-skills --skill ig-hook-extractor
Keamanan pemasangan
Jalur pemasangan paket atau runtime standar
Cakupan izin
Akses sistem file atau dokumen
Hasil Agent
Belum ada data hasil Agent
Dokumentasi
Konteks README/SKILL.md kuat
Ringkasan risiko
Tinjau sebelum produksi
- 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
Kesiapan pemasangan
Jalur pemasangan tersedia
- Jalur pemasangan tersedia
- Bukti repositori tersedia
- Lisensi dinyatakan
- Belum ada bukti hasil Agent-Proven
Metadata yang dapat dibaca Agent
Data keputusan yang dapat dibaca mesin untuk skill ini.
Gunakan blok ini atau JSON tersemat untuk memutuskan apakah Agent perlu memasang skill ini, memilih alternatif, atau meminta tinjauan manusia terlebih dahulu.
Tugas yang sesuai
- alur kerja Document processing
- Tim Claude Code
- builders willing to evaluate younger projects
- Read uploaded files
Agent yang sesuai
Keputusan pemasangan
- Perintah
- npx skills add sergebulaev/instagram-skills --skill ig-hook-extractor
- Kebijakan
- Tinjau
- Tinjauan manusia
- Ya
Kepercayaan dan risiko
- Kepercayaan
- 68/100
- Audit
- 78/100
- Tingkat risiko
- Perlu ditinjau
Lingkar hasil
- Endpoint
- /api/agent/outcome
- ID event
- resolve
- Hasil
- 5
Perintah pemasangan
npx skills add sergebulaev/instagram-skills --skill ig-hook-extractorJangan gunakan ketika
- Tim yang membutuhkan SLA dengan dukungan vendor
- production agents without a repository review
- Low GitHub adoption signal
- No OpenAgentSkill engagement data yet
- Quality score needs review
Skill alternatif
Code Review
168.6K Star
npx skills add mattpocock/skills --skill code-review
Skill alternatif
Grill With Docs
164.7K Star
npx skills add mattpocock/skills --skill grill-with-docs
Skill alternatif
To Spec
164.7K Star
npx skills add mattpocock/skills --skill to-spec
Skill alternatif
To Tickets
176.7K Star
npx skills add mattpocock/skills --skill to-tickets
Keamanan Agent v2
62/100 · Tinjau sebelum memasang
Kandidat yang dapat digunakan, tetapi Agent harus menampilkan catatan izin dan audit sebelum memasang.
Memerlukan persetujuan manusia sebelum memasang ke workspace nyata.
Sedang
Akses jaringan
Skill kemungkinan mengambil halaman jarak jauh, API, repositori, atau layanan eksternal.
Sedang
Akses sistem file
Skill dapat membaca atau menulis file proyek, dokumen, artefak yang dihasilkan, atau status workspace lokal.
- Low GitHub adoption signal
Target pemasangan
Pasang skill ini di alur Agent Anda
Gunakan endpoint publik untuk mengambil perintah, checklist keamanan, prompt target, dan tautan kanonis.
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-extractorRencana resolusi Agent
Biarkan Agent memverifikasi kecocokan sebelum memasang.
API Resolve mengembalikan skill utama, alternatif, kebijakan keamanan, catatan audit, target pemasangan, dan prompt siap pakai.
Buka JSON
/api/agent/resolve?task=Use%20ig-hook-extractor%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Teks Resolve
/api/agent/resolve?task=Use%20ig-hook-extractor%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Serah-terima pemasangan
/api/skills/sergebulaev-ig-hook-extractor/install
Agent harus memeriksa
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Salin prompt
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.Serah-terima Agent
Berikan jalur pemasangan kepada Agent, bukan direktori lain.
Gunakan endpoint publik untuk mengambil perintah, checklist keamanan, prompt target, dan tautan kanonis.
Serah-terima pemasangan
/api/skills/sergebulaev-ig-hook-extractor/install
Format teks LLM
/api/skills/sergebulaev-ig-hook-extractor/install?format=text
Cari alternatif
/api/skills/search?q=ig-hook-extractor&limit=3
Prompt Agent
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-extractorMetadata Registry
Profil yang dapat dibaca Agent untuk pemilihan skill otomatis.
API Registry menyediakan sinyal keputusan, kepercayaan, audit, use case, dan pemasangan tanpa mengikis UI.
Manifest
/api/registry/manifest/sergebulaev-ig-hook-extractor
Teks LLM
/api/registry/manifest/sergebulaev-ig-hook-extractor?format=text
Alias pemasangan
/api/registry/install/sergebulaev-ig-hook-extractor
Rekomendasikan
/api/registry/recommend?task=Use%20ig-hook-extractor%20in%20an%20agent%20workflow&limit=3
Kecocokan Agent
Document processing
Platform
Claude Code
Laporan audit
Perlu ditinjau · 78/100
Tinjauan yang dapat dibaca mesin tentang kesiapan pemasangan, metadata keamanan, pemeliharaan, dan risiko adopsi.
Panel keputusan Agent
Fallback candidate for Document processing
Prototype with this skill first; keep a fallback candidate ready.
Peran di stack
Kandidat cadangan
Kecocokan utama
Document processing
Label kepercayaan
Buat prototipe dulu
Jalur pemasangan
Perintah siap
Gunakan saat
- alur kerja Document processing
- Tim Claude Code
- builders willing to evaluate younger projects
Bukti
- recent repository activity
- install command or GitHub repo available
- profil kualitas 59/100
tinjau dulu
- Low GitHub adoption signal
- No OpenAgentSkill engagement data yet
Jalur implementasi
- 1Pasang di Agent sandbox dan jalankan satu tugas Document processing dari awal hingga akhir.
- 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.
Profil kepercayaan
Hanya sandbox
Kandidat berguna dengan sinyal kepercayaan yang kurang atau bercampur. Gunakan di ruang kerja terisolasi hingga loop hasil membuktikan kecocokan tugas.
Adopsi GitHub
Perbaiki17 star GitHub
Aktivitas star/fork
Perbaiki17 star dan 1 fork; aktivitas issue tidak tersedia dalam metadata saat ini
Pemeliharaan terbaru
LulusDiperbarui hari ini
Kejelasan lisensi
LulusMIT
Sinyal positif
- Tinjauan AI disetujui
- Jalur pemasangan tersedia
- Bukti repositori tersedia
- Repositori yang baru dipelihara
- Perintah pemasangan tidak memiliki pola berisiko tinggi yang jelas
- Loop hasil siap tetapi membutuhkan eksekusi Agent nyata pertama
Tinjau sebelum memasang
- 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
- Belum ada laporan hasil Agent nyata
- Tinjauan manusia diperlukan sebelum pemasangan tanpa pengawasan
Tindakan yang disarankan
Jalankan hanya dalam sandbox dan bandingkan alternatif terdekat sebelum digunakan untuk kerja nyata.
Profil kualitas
Menjanjikan kandidat untuk alur kerja Agent
Useful candidate, but compare it with alternatives before adopting.
Kecocokan alur kerja
Gunakan skill ini pada skenario berikut
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.
Kecocokan alur kerja
Tambahkan ke alur kerja lengkap
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.
Daftar alternatif
Bandingkan sebelum memasang
Similar skills that may fit this task.
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.
Ringkasan
--- 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
Detail teknis
- Versi
- 1.0.0
- Lisensi
- MIT
- Pembaruan terakhir
- 22 Agu 2026
- Diterbitkan
- 22 Agu 2026
Ringkasan keputusan
Kandidat cadangan
recent repository activity
Audit
Tinjauan pemasangan
Tinjauan pemasangan dan adopsi
- Keamanan
- 86/100
- Pemeliharaan
- 100/100
- Pasang
- 92/100
Bukti tervalidasi Agent
Bukti tervalidasi Agent
Laporan hasil setelah resolve, tinjau, pasang, dan satu eksekusi terbatas.
- Tingkat sukses
- —
- Kegagalan terbaru
- —
- Hasil
- 0
- Kualitas output
- —
- Gagal
- 0
- Tidak relevan
- 0
- Pemasangan
- 0
- Diblokir risiko
- 0
- Perlu penyiapan
- 0
- Produksi
- 0
Belum ada data hasil Agent. Eksekusi pertama dapat melaporkan keberhasilan, kebutuhan setup, blok risiko, kegagalan, atau tidak relevan melalui /api/agent/outcome.
Pasang
Tambahkan ke alur Agent
Gratis dan sumber terbuka. Tinjau laporan sebelum memasang pada Agent produksi.
Siklus pertumbuhan
Kit berbagi
Draf berbasis skenario untuk ig-hook-extractor, siap untuk posting manual di 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
Balasan opsional dengan perintah pemasangan
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
Sumber listing
Diindeks Registry
Listing ini diindeks dari sumber publik dan belum ditandai resmi hingga klaim pemelihara disetujui.
- Kreator
- sergebulaev
- Diindeks oleh
- Indeks komunitas OpenAgentSkill
Atribusi menautkan ke repositori publik atau profil kreator. Kreator dapat mengklaim listing untuk memperbarui sinyal kepemilikan.
Klaim skill iniKlaim pemilik
Klaim listing skill ini
Listing Diindeks Registry ini dikaitkan dengan sergebulaev, tetapi belum ditandai resmi. Klaim untuk menambahkan sinyal pemilik terverifikasi dan membuat pembaruan peluncuran, pemasangan, serta audit berikutnya lebih tepercaya.
Kit backlink kreator
Tambahkan badge bukti ke README Anda
Tampilkan listing kanonis, sinyal kepercayaan dan audit saat ini, serta bukti Agent-Proven nyata di tempat pengembang mengevaluasi repositori.
[](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)Penulis
sergebulaev
@sergebulaev
Tag
Kecocokan platform
Sinyal kesehatan
- Star GitHub
- 17
- Skor kualitas
- 32/100
- Push GitHub terakhir
- 22 Agu 2026
- Petunjuk framework
- Tidak diketahui
- Tampilan OpenAgentSkill
- 0
- Salinan pemasangan
- 0
- Klik keluar
- 0
Sinyal komunitas
Bagikan apakah skill ini bermanfaat untuk alur kerja Agent Anda. Masukan gabungan meningkatkan peringkat dari waktu ke waktu.
Kepercayaan & keamanan
Hanya sandbox
- Adopsi GitHub17 star GitHubPerbaiki
- Aktivitas star/fork17 star dan 1 fork; aktivitas issue tidak tersedia dalam metadata saat iniPerbaiki
- Pemeliharaan terbaruDiperbarui hari iniLulus
- Kejelasan lisensiMITLulus
- Kelengkapan README/SKILL.mdMetadata memuat konteks penggunaan dan alur kerja yang cukupLulus
- Risiko dependensi/runtimeTidak ada petunjuk risiko dependensi besar dalam metadata publikLulus
Skill terkait
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K StarGrill 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.
164.7K StarTo Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
164.7K StarTo Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
176.7K Star