v1.3.0 Release (Graphify Knowledge Graph & MCP) Rilis v1.3.0 (Graphify Knowledge Graph & MCP)

Forge Custom AI
Sub-Agents & Skills
Tempa
Sub-Agent & Skill AI Kustom

A premium, platform-agnostic workspace customization framework to design, orchestrate, and manage personalized AI agents with lifetime learning capabilities. Framework kustomisasi workspace premium dan independen platform untuk merancang, mengoordinasikan, dan mengelola agen AI personal dengan kemampuan pembelajaran berkelanjutan.

The Architecture Pattern Pola Arsitektur

A structured, robust, and clean approach to AI autonomy. Pendekatan terstruktur, kokoh, dan bersih untuk otonomi AI.

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Agent Forge Agent Forge

The Meta-Agent Architect. Interviews users in plain language to generate bespoke specialized sub-agents and modular skills. Arsitek Meta-Agent. Mewawancarai pengguna dengan bahasa santai untuk menghasilkan sub-agent spesialis dan skill modular.

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Universal Browser Pilot Universal Browser Pilot

Swiss Army browser control via Chrome DevTools MCP. Automates dynamic scraping, multi-field form entry (fill_form), responsive visual auditing, and session persistence. Kontrol browser serbaguna via Chrome DevTools MCP. Mengotomatisasi scraping dinamis, pengisian form massal (fill_form), audit visual responsif, dan sesi persisten.

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skills.sh Validation Engine Mesin Validasi skills.sh

Discovers & evaluates registered skills.sh packages. If community skills match your goal, it installs them; if not, it automatically forges tailored skills from scratch. Mencari & mengevaluasi paket skills.sh terdaftar. Jika cocok, skill terpasang; jika tidak, agen otomatis membuat skill kustom yang pas dari nol.

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User Profile Memory Memori User Profile

Enforces lifetime learning. Agents automatically remember preferences, workspace styles, and constraints to tailor interaction. Menerapkan pembelajaran berkelanjutan. Agen otomatis mengingat preferensi, gaya workspace, dan batasan agar interaksi semakin personal.

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Auto-Update Integration Integrasi Auto-Update

Git-based automatic synchronization. Keeps your localized agents aligned with instructions and specifications on the repository. Sinkronisasi otomatis berbasis Git. Menjaga agen lokal Anda tetap selaras dengan instruksi dan spesifikasi di repositori.

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Obsidian Vault Manager Obsidian Vault Manager

Seamless PKM integration. Auto-generates Map of Content (000_SkillForge_MOC.md), converts standard links to [[Wikilinks]], and formats graph-ready YAML frontmatter. Integrasi PKM tanpa hambatan. Membuat Map of Content (000_SkillForge_MOC.md) otomatis, mengonversi link ke [[Wikilinks]], dan memformat YAML frontmatter siap Graph View.

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Computer Use Skill Skill Computer Use

OS & desktop GUI control via Orca CLI with an automated Fallback Recovery Protocol pointing to Midscene Vision UI and Gemini-optimized schemas on demand. Kontrol OS & desktop GUI via Orca CLI dilengkapi Protokol Auto-Fallback ke Midscene Vision UI dan skema Gemini secara otomatis.

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Graphify Knowledge Graph & MCP Graphify Knowledge Graph & MCP

Tree-sitter AST codebase analysis engine that generates persistent Knowledge Graphs (graph.json, graph.html, GRAPH_REPORT.md) and provides MCP tools (query_graph, get_node, get_neighbors, shortest_path). Mesin analisis kode AST Tree-sitter yang menghasilkan Knowledge Graph persistent (graph.json, graph.html, GRAPH_REPORT.md) dan menyediakan tools MCP (query_graph, get_node, get_neighbors, shortest_path).

Choose Installation Method Pilih Metode Instalasi

Set up SkillForge using the automated NPM command or by instructing your AI agent. Pasang SkillForge menggunakan perintah NPM otomatis atau dengan memberikan instruksi kepada AI Agent Anda.

Option 1: NPM Command (Recommended) Opsi 1: Perintah NPM (Direkomendasikan)

npx skills add https://github.com/lensetek/SkillForge

This command runs the skills CLI tool to download, extract, and install the SkillForge agent ecosystem directly into your workspace. Perintah ini menjalankan alat CLI skills untuk mengunduh, mengekstrak, dan menginstal ekosistem agen SkillForge langsung ke direktori kerja Anda.

Option 2: AI Agent Prompt (Auto Setup) Opsi 2: Prompt AI Agent (Instalasi Otomatis)

Please download the SkillForge framework from https://github.com/lensetek/SkillForge/archive/refs/heads/master.zip. Do not use git clone. Download the zip file, extract its contents into this workspace directory, and ensure the .agents folder is properly set up as my workspace customization root. After that, read the SKILL.md from agent-forge to understand your new role. Tolong unduh framework SkillForge dari https://github.com/lensetek/SkillForge/archive/refs/heads/master.zip. Jangan gunakan git clone. Unduh file zip tersebut, ekstrak isinya ke dalam direktori workspace ini, dan pastikan folder .agents terpasang dengan benar sebagai kustomisasi workspace saya. Setelah itu, baca SKILL.md dari agent-forge untuk memahami peranmu.

How It Works: A Conversational Journey Cara Kerja: Perjalanan Percakapan

See how SkillForge solves real-world frustrations through collaborative AI engineering. Lihat bagaimana SkillForge menyelesaikan masalah nyata lewat kolaborasi pembuatan AI.

From Daily Pain Points to Automation Dari Keluhan Harian Menjadi Otomatisasi

A typical journey of transforming daily business bottlenecks into dedicated AI sub-agents. Perjalanan nyata mengubah hambatan bisnis harian menjadi tim sub-agent AI yang berdedikasi.

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1. Share Your Frustration 1. Ceritakan Keluhan Anda

Instead of coding, you simply tell your agent: "I'm exhausted researching AI news and writing daily summaries for my LinkedIn audience. It takes hours!" Tanpa perlu koding, Anda cukup mengeluh ke agen utama: "Saya capek setiap hari harus riset berita AI dan menulis rangkuman untuk LinkedIn. Habis waktu berjam-jam!"

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2. AI Identifies & Recommends Solution 2. AI Menganalisis & Merekomendasikan Solusi

The main agent analyzes your workflow and suggests: "I can build a dedicated content planner system for you, containing a Research Sub-Agent and a Writer Sub-Agent." Agen utama menganalisis alur kerja Anda dan menyarankan: "Saya bisa membuatkan sistem pembuat konten khusus untuk Anda, yang terdiri dari Sub-Agent Riset dan Sub-Agent Penulis."

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3. Collaborative Design (The Interview) 3. Kolaborasi Merancang Cetak Biru (Wawancara)

The agent executes the /agent-forge slash command to start the interview, asking you about trusted news sources, writing tone, and posting schedules. Agen menjalankan perintah slash /agent-forge untuk memulai wawancara, menanyakan tentang sumber berita tepercaya, gaya bahasa, dan jadwal posting Anda.

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4. Automatic Setup & Resolution 4. Instalasi Otomatis & Masalah Terselesaikan!

Once you approve the blueprint, the agent automatically installs the files. Now, you simply type the new slash command /write-post or ask: "Summarize today's tech news" to run the workflow! Setelah Anda menyetujui cetak biru, agen otomatis memasang file-filenya. Sekarang, Anda cukup mengetik perintah slash baru /write-post atau meminta: "Rangkum berita teknologi hari ini" untuk menjalankan alur kerjanya!

What's New in v1.3.0 Yang Baru di v1.3.0

  • New Engine

    Graphify Knowledge Graph & MCP Server (`graphify`) Graphify Knowledge Graph & MCP Server (`graphify`)

    Tree-sitter AST codebase analysis engine that parses source code, docs, and schemas into persistent Knowledge Graphs (`graph.json`, `graph.html`, `GRAPH_REPORT.md`) to save LLM tokens. Mesin penelusuran arsitektur codebase berbasis AST Tree-sitter yang mengubah kode, dokumentasi, dan skema menjadi Knowledge Graph persistent (`graph.json`, `graph.html`, `GRAPH_REPORT.md`) untuk menghemat token LLM.

  • MCP Server

    Graph State Inspector & MCP Tools Integration Graph State Inspector & Integrasi Tools MCP

    Exposes native MCP tools (`query_graph`, `get_node`, `get_neighbors`, `shortest_path`) allowing AI agents to navigate codebase dependencies like a map without raw grepping. Mengekspos tools MCP native (`query_graph`, `get_node`, `get_neighbors`, `shortest_path`) yang memungkinkan agen AI menavigasi struktur kode seperti peta tanpa grep manual.

  • Feature

    Computer Use Skill & Auto-Fallback Protocol (v1.2.5) Skill Computer Use & Protokol Auto-Fallback (v1.2.5)

    Integrated desktop OS GUI automation via Orca CLI with auto-recovery fallback to Midscene Vision UI and Gemini-optimized schemas. Mengintegrasikan otomatisasi GUI OS desktop via Orca CLI dengan pemulihan otomatis fallback ke Midscene Vision UI dan skema Gemini.