📷 Promptograph v0.3.2 - Official PyPI Package & Zero-Install uvx

📷 Promptograph v0.3.2 — Official PyPI Release & Zero-Install uvx Support

Release date: 2026-09-27
PyPI Package: https://pypi.org/project/promptograph/

🚀 Highlights

• 📦 Published on PyPI: Zero-install execution worldwide via uvx promptograph.
• 🔌 FastMCP Server Ready: Automatic stdio MCP server for Claude Desktop, Cursor, Windsurf, and autonomous agents.
• 📚 20,475 Real Prompts: Full corpus embedded and compressed (~660 KB).
• 🧩 226 Curated Agent Skills: Instant access to 37 engineering, multimedia, and automation domains.

⚡ Quick Connect (Claude Desktop / Cursor)

{
  "mcpServers": {
    "promptograph": {
      "command": "uvx",
      "args": ["promptograph"]
    }
  }
}

📷 Promptograph v0.3.1 - The Agent Intelligence & Skills Release

📷 Promptograph v0.3.1 — "The Agent Intelligence & Skills Release"

Release date: 2026-09-25
Tagline: Photograph every system prompt that matters & Equip AI Agents with Curated Skills.

---

🎯 Highlights

• 🔌 Native FastMCP Server: 7 operational tools over standard I/O (stdio), instantly connecting Claude Desktop, Claude Code, Cursor, Windsurf, and Antigravity to your prompt & skills intelligence.
• 🧩 Curated Agent Skills Registry: 226+ operational skills blueprints across 37 engineering, AI, multimedia, and automation domains (data/skills_manifest.json ~380 KB).
• 📚 Frontier Corpus Integration: Full parity with the 20,475 real-world system prompts and ~94 million tokens index.
• 🛡️ Strict ToS Compliance & Secret Shielding: 100% audited against GitHub Acceptable Use Policies; zero leaked tokens, zero attack exploits, zero personal machine paths.
• 🚀 Zero Heavy Dependencies: Lightweight Python 3.10+ standard library implementation with FastMCP support.

---

🆕 What's New in v0.3.1

1. 🔌 FastMCP Server for Autonomous Agents

Agents no longer need to parse raw files. Connect Promptograph directly as an MCP server:

{
  "mcpServers": {
    "promptograph": {
      "command": "python",
      "args": ["scripts/promptograph_mcp_server.py"]
    }
  }
}

2. 🛠️ The 7-Tool Agent Suite

Tool	Domain	Purpose
promptograph_search	Prompts	Search 20,475 real prompts by company, model, or textual query
promptograph_validate	Heuristics	Deterministic 13-rule audit scoring prompts (0-100%, Grade A+ to F)
promptograph_generate	Synthesis	Generate battle-tested prompts using presets (Claude, GPT, Cursor, Devin)
promptograph_stats	Metrics	Query corpus metrics, token counts, and laboratory breakdowns
promptograph_skills_search	Skills	Discover 226+ curated skills across 37 technical domains
promptograph_skills_get	Skills	Retrieve executable operational blueprints (SKILL.md) dynamically
promptograph_skills_categories	Skills	Get domain breakdown and catalog distributions

3. 🧩 Curated Skills Domains (226+ Blueprints)

Includes operational recipes for:

• Agents & Multi-Agent Swarms: Kokoro Realtime Voice, Autonomous Coding Agents, OmniParser GUI
• Elite Software Engineering: Clean Code, Architecture Design, Profiling, Refactoring
• Media & 3D Synthesis: ComfyUI Production Nodes, Remotion Video Pipelines, 3DGS
• Quantitative Modeling: DeFi algorithmic models, signal normalizers, backtesting recipes
• Web & Local Delivery: Lumora Studio, Brazilian Local Business LPs, Adaptive Crawlers

---

📊 Final Stats (v0.3.1)

Metric	Value
Prompts indexed	20,475
Curated Skills indexed	226+
Skill Domains	37 categories
FastMCP Tools	7 active tools
Tokens indexed	~94,000,000
Companies	40+ (Anthropic, OpenAI, Google, xAI, Meta, Mistral, DeepSeek)
Backend footprint	~50 MB RAM

---

🔗 Links

• 🌐 Repository: https://github.com/4pixeltechBR/promptograph
• 📊 Live Site: https://4pixeltechBR.github.io/promptograph/
• 📜 License: MIT © 2026 4Pixel Tech

📷 Promptograph v0.3.0 - The Frontier Update

📷 Promptograph v0.3.0 — "The Frontier Update"

Release date: 2026-09-03
Tagline: Photograph every system prompt that matters.

🎯 Highlights

• 🚀 20,475 prompts indexed (was 10,483 in v0.2.0 — +95%!)
• 📦 1.3GB archive (was 802MB — +62%)
• 📚 55 repos (was 49)
• 🔤 70.5M words indexed
• 🆕 All major official open source projects integrated

🆕 What changed since v0.2.0

🏗️ Official open source integrations (THE BIG ONE)

Repo	Stars	Why it matters
deepseek-ai/deepseek-harness	⭐ 210.9k	Full agent framework, MIT, "Everything is a Plugin"
ultraworkers/claw-code	⭐ 195.2k	Fastest GitHub repo to 100k stars — Rust rewrite of Claude Code
anthropics/claude-code	⭐ 143.9k	Official Claude Code source
openai/codex	⭐ 121.2k	Official OpenAI Codex
alchaincyf/deepseek-orange-book	⭐ 1.2k	120-page reverse-engineering book
bradAGI/awesome-cli-coding-agents	⭐ 1.1k	Curated list of 30+ CLI agents

🆕 New system prompts (Aug-Sep 2026)

Anthropic:

• Claude Cowork + dispatch (246KB combined)
• Claude Science (155KB)
• Claude Design (142KB, 53 tools, 22 skills)
• Claude in Chrome (74KB)
• Claude for Word/Excel/PowerPoint (51KB combined)
• Voice Mode, Interviewer, Reminders, Visualize

OpenAI:

• GPT-5.6 Sol, Terra, Luna (separated)
• Codex GPT-5.6 Sol variant

xAI (SpaceXAI):

• Grok 4.5, Grok 4.6, Grok Bot

Google:

• Gemini 3.7 Flash

Meta:

• Muse Code

Moonshot:

• Kimi K2.6 (1T params)

Z.ai (Zhipu):

• ZCode / GLM-5.3 (391KB combined — 3 files)
• Ox Alpha / GLM-5.3-Flash (stealth leak)

Coding agents:

• OpenCode, Pi, CommandCode CLI
• CodeBuddy, Warp.dev, Trae, Kiro, Qoder, Leap.new

🔐 Security research artifacts

• CVE-2026-54316 (Claude Code side-channel)
• CVE-2026-12537 (Gemini CLI, CVSS 10.0)
• CVE-2026-21852 (Claude Code pre-trust leak)
• CVE-2026-24301 (CoSnitch Copilot Personal)
• "Stolen Thoughts" attack (arXiv:2608.09867)
• Autonomous operation prompt reveal

🛠️ Stack (unchanged)

• Python 3.10+ stdlib (zero dependencies)
• HTML/JS vanilla (sem npm, sem build)
• MIT license

🔗 Links

• 🌐 Site: https://4pixeltechBR.github.io/promptograph/
• 💻 Repo: https://github.com/4pixeltechBR/promptograph
• 📚 Archive: 1.3GB, 55 repos, 20,475 prompts

📊 Stats finais

Metric	Value
Prompts	20,475
Words	70.5M
Lines	4.7M
Repos	55 (+ 6 HF datasets)
Companies	40+
Archive size	1.3GB
Date range	2022 — Sep 2026

---

Comparação v0.2 → v0.3:

• Prompts: 10,483 → 20,475 (+95%)
• Repos: 49 → 55 (+12%)
• Words: 13.7M → 70.5M (+415%)
• Archive: 802MB → 1.3GB (+62%)