惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Cloudbric
Cloudbric
有赞技术团队
有赞技术团队
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
T
Threat Research - Cisco Blogs
L
LangChain Blog
Simon Willison's Weblog
Simon Willison's Weblog
Project Zero
Project Zero
Latest news
Latest news
S
Schneier on Security
Cisco Talos Blog
Cisco Talos Blog
MyScale Blog
MyScale Blog
C
Check Point Blog
IT之家
IT之家
P
Palo Alto Networks Blog
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
C
CERT Recently Published Vulnerability Notes
Scott Helme
Scott Helme
The Hacker News
The Hacker News
C
CXSECURITY Database RSS Feed - CXSecurity.com
G
Google Developers Blog
T
Tor Project blog
T
Threatpost
D
DataBreaches.Net
博客园 - 【当耐特】
酷 壳 – CoolShell
酷 壳 – CoolShell
T
Troy Hunt's Blog
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Vercel News
Vercel News
云风的 BLOG
云风的 BLOG
NISL@THU
NISL@THU
P
Privacy & Cybersecurity Law Blog
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
C
Cisco Blogs
博客园_首页
S
Securelist
T
The Exploit Database - CXSecurity.com
Last Week in AI
Last Week in AI
量子位
U
Unit 42
Know Your Adversary
Know Your Adversary
Hugging Face - Blog
Hugging Face - Blog
S
Security Affairs
Google Online Security Blog
Google Online Security Blog
Hacker News: Ask HN
Hacker News: Ask HN
Webroot Blog
Webroot Blog
S
SegmentFault 最新的问题
Engineering at Meta
Engineering at Meta
N
News and Events Feed by Topic
P
Proofpoint News Feed
阮一峰的网络日志
阮一峰的网络日志

Hacker News: Show HN

PurrrrrFocus: Pomodoro Timer App - App Store Workflow Engine — Multi-Step Orchestration for Bun RapidPhoto: Pro Photo Editor App - App Store GitHub - DheerG/swarms: Achieve extraordinary results with claude code across a variety of tasks SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies Show HN: LLMs don't hallucinate because they're bad at math, it's the format GitHub - Agent-FM/agentfm-core: AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs. Show HN: Tracking Top US Science Olympiad Alumni over Last 25 Years GitHub - Potarix/agent-hub: One place to talk to all your agents Show HN: Runtime security for AI agents(injection,tool abuse, data exfiltration) GitHub - dubeyKartikay/lazyspotify: Terminal Spotify client for macOS and Linux GitHub - the-banana-tool/king-louie: Easy to use GUI Personal AI Assistant. Win/Linux/Mac. Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission GitHub - basteez/jsf-autoreload: maven plugin to enable hot reload on jsf projects uvm32/hosts/host-gdbstub at main · ringtailsoftware/uvm32 GitHub - labsai/EDDI: Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus. GitHub - glitchnsec/fortyone-oss: AI Executive Assistant Platform Quickstart | Alien GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. GitHub - ocrbase-hq/ocrbase: 📄 PDF/IMG ->.MD/JSON Document OCR API for PaddleOCR and GLMOCR. Self-hostable. GitHub - impactjo/home-memory: MCP server that lets your AI assistant remember everything about your home. GitHub - Sets88/dbcls: DbCls is a powerful terminal database client that supports various databases GitHub - neptun2000/heor-agent-mcp GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh RollQuation: Math Puzzles - Apps on Google Play GitHub - dropbox/witchcraft Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis GitHub - opentalon/opentalon: OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw LinkedIn™ 职位抓取工具 - Chrome 应用商店 GitHub - EdoardoBambini/Agent-Armor-Iaga: AI agents are getting tool access — shell, file system, databases, APIs, secrets. But **nobody is governing what they actually do with it**. Frameworks like LangChain, CrewAI, AutoGen, and Claude Code give agents the power to execute. Agent Armor gives you the power to control, audit, and approve every single action before it happens. HN Vibes — Week 15, Apr 7–13 2026 GitHub - chojs23/ec: Easy terminal-native 3-way git mergetool vim-like workflow GitHub - SethPyle376/hiraeth: Local AWS emulator focused on fast integration testing, with SQS support, SQLite-backed state, and a debug-friendly web UI. GitHub - JakOb-dotcom/cloud-sandbox-security-analysis: Technical analysis and Proof of Concept (PoC) regarding environment variable exfiltration in containerized cloud sandboxes via side-channel data leaks. Springboards - Flint Alpha Show HN: A simpler coding agent harness GitHub - audiodude/sudomake-friends GitHub - 256thFission/mini-mythos: OSS clone of Anthropic’s Mythos harness to locate C/C++ memory vulnerabilities Show HN: OpenParallax: OS-level privilege separation for AI agent execution Hacker News Sorted - Chrome 应用商店 Show HN: How to Install Docker on Ubuntu 24.04 LTS: Complete 2026 Guide GitHub - himanshudongre/smriti GitHub - sverrirsig/claude-control: macOS desktop dashboard for monitoring and managing multiple Claude Code sessions GitHub - ory/dockertest: Write better integration tests! Dockertest helps you boot up ephermal docker images for your Go tests with minimal work. Chiral - Chrome 应用商店 Show HN: Two Claudes collaborating through shared memory on a $100 mini-PC GitHub - pmichaillat/latex-cv: Minimalist LaTeX template for academic CVs GitHub - oguzbilgic/posse: A web UI for Anthropic Managed Agents. GitHub - sshiraz/depsly: Dependency risk analysis tool for npm packages ABI Add safari/agent-harness — Safari browser automation via safari-mcp by achiya-automation · Pull Request #212 · HKUDS/CLI-Anything GitHub - Halfblood-Prince/trustcheck: Verify PyPI package attestations and improve Python supply-chain security GitHub - oguzbilgic/kern-ai: Agents that do the work and show it. GitHub - bruits/satteri: High-performance Markdown and MDX processing for the JavaScript ecosystem GitHub - tylergibbs1/feedstock: High-performance web crawler and scraper for TypeScript, powered by Bun and Playwright GitHub - Grimm67123/grimmbot: The self-improving sandboxed and open-source AI agent. With persistent memory and scheduling. GitHub - whitevanillaskies/whitebloom: Local whiteboard that blooms. GitHub - hwdsl2/docker-whisper: Docker image for a self-hosted Whisper speech-to-text server with speaker diarization and OpenAI-compatible transcription and translation APIs. Powered by faster-whisper. Supports all Whisper models, NVIDIA GPU (CUDA) acceleration, JSON/SRT/VTT output, SSE streaming, offline mode, and multi-arch (amd64, arm64). GitHub - yisding/reviewwiggum GitHub - MarwanAlsoltany/serrors: Structured errors for Go: sentinel hierarchies, typed data, custom formatting, and slog integration. GitHub - soatok/age-php GitHub - Luthiraa/markitme GitHub - stagas/rtdiff: realtime git diff gui and AI-assisted commits GitHub - tombedor/excalicharts GitHub - wh1le/excalidraw-edit: Open and edit .excalidraw files from the terminal. Offline, auto-saves to disk. MalExt Sentry - Malicious Extension Scanner - Chrome 应用商店 GitHub - syi0808/asciianimesvg: Generate animated ASCII art SVGs from text. CLI, Rust library, WASM, and web editor. GitHub - zaina-ml/ml_forge: A visual-based graph node editor for training computer vision models. GitHub - anakin87/llm-rl-environments-lil-course: 🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Models GitHub - takaakit/superpowers-uml: Superpowers-UML modifies Superpowers to ensure a software development workflow in which AI agents design through UML modeling. AdriByte Studio - Sviluppo Web e Soluzioni Digitali GitHub - chouligi/angel-copilot: Your personalized Angel Investment Advisor Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face) Moodsense Ai - a Hugging Face Space by aman179102 GitHub - agenteractai/lodmem: Level Of Detail Context Management for Agents GitHub - ostefani/subnetlens: A fast, concurrent network scanner with a TUI and plain-text CLI, built in Go. It discovers live hosts on your network, scans their open ports, resolves hostnames, and fingerprints operating systems—delivered. Cyber Pulse: Agentic Intel - Apps on Google Play Whisper API: Self-Hostable Speech to Text Transcription The Agent-Web Protocol Stack: A Research Thesis GitHub - msmarkgu/RelayFreeLLM: A restful API designed to route user prompts to various AI model providers. Show HN: Provepy – A Python decorator that proves your code using Lean and LLMs Show HN: Pardonned.com – A searchable database of US Pardons GitHub - patrickdappollonio/dux: Dux is a terminal UI that lets you run multiple AI coding agents side by side, each in its own git worktree, with full companion terminals, macros, commit generation, and a command palette that knows more tricks than you do. kMC Crystal Simulator Show HN: HyperFlow – A self-improving agent framework built on LangGraph GitHub - stef41/vibescore: 🎵 Grade your vibe-coded project. One command, instant letter grade across security, quality, dependencies, and testing. GitHub - stef41/lmscan: 🔍 Detect AI-generated text and fingerprint which LLM wrote it. Open-source GPTZero alternative. Zero dependencies, works offline. imgur.com GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% GitHub - atripati/ark: AI Runtime Kernel — a context operating system for AI agents. Eliminates tool bloat, loads only what’s needed, and gives LLMs their reasoning space back. GitHub - nowork-studio/toprank: Open-source Claude Code skills for SEO, SEM, Google Ads GitHub - tacomanator/sash: Lightweight macOS menu bar app for reliably cycling through windows of the current application. Appents | Social Media Management for Product-First Teams GitHub - pnhoang/youtube-spam-blocker: Automatically detects and hides spam messages in YouTube Live chat. Set rate limits, keyword filters, and block repeat offenders. GitHub - decisionnode/DecisionNode: CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable. GitHub - AvaCodeSolutions/django-email-learning: An open source Django app for creating email-based learning platforms with IMAP integration and React frontend components. The $100K Gap in Kubernetes Security Tooling Function Calling Harness: From 6.75% to 100%
GitHub - getnao/sylph: The open-source company brain. Run your entire company with AI agents, skills, and a self-improving context.
ClaireGz · 2026-05-22 · via Hacker News: Show HN

sylph

The open-source company brain.
Run your entire company with AI agents, skills, and a self-improving context.

Created by nao Labs (YC X25) to run our company.

What is this?

Sylph is a repo to help you build your company brain: a repo of all your context by domains, skills to perform actions with or for you, agents that will act as real AI employees (the Sylphs), and a core principle: a self-improving loop.

It is agent agnostic, can be used in Claude Code, Codex, Cursor, or any AI coding agent that can work on a git repo.

I wrote the full story of how it works and how I built it on my substack here: I built a company brain to run my YC startup.

What you can do with sylph

Sylph works with all domains of your company: product, marketing, sales, legal, recruiting, etc.

You can:

  • Automate processes: creating content, events, brand assets, product issues, outbound campaigns etc.
  • Gather information: run reports on client activity, product activity, or domain progress on your roadmap
  • Plan work: structure scattered to-dos and client feedback into weekly and daily todos
  • Have agents working for you: run agents in the background to gather information and prepare tasks for you
  • Build and auto-improve your knowledge base: every domain knowledge is stored in the repo and is auto-enriched
  • Create any new skill you need: with /sylph-create-skill
  • Collaborate with your team: use the same repo for all your team to work on common knowledge

Sylph main concepts

CAO: Chief Agent Officer - that's you.

AGENTS.md: The single source of truth for all agents, explaining how to work in the company brain.

CONTEXT.md: Your company's identity - what you do, who you serve, how the product works, etc.

Domain context: Each business domain has its own folder. This is where domain-specific knowledge lives and grows.

Skills: Processes to perform a task according to your company context. They all end with a self-improving loop.

Agents: AI employees with defined roles, routines, and assigned skills. Like superheroes with specific superpowers!

Connectors: MCP integrations that give agents access to external tools.

Self-learning: The core principle. After you approve an output, the skill diffs what it drafted vs what you kept, and rewrites its own rules to match your edits. Every cycle makes the next one better.

Quick start

1. Fork this repo

gh repo fork getnao/sylph --clone
cd sylph

2. Run the setup skill

Open the repo in your AI agent and run:

/sylph-setup

This will personalize sylph to your own personal and company context.

3. Set up skills

Skills are pre-configured but can be personalized to your own setup - just set them up as you need them.

/sylph-setup-skill linkedin

4. Configure your agents

Agents in the repo are already pre-configured, but you can personalize their tasks and scopes with this skill:

/sylph-setup-agent chief-of-staff

5. Try it

/linkedin-writer Write a post about [topic]
/create-campaign Target Series A data teams
/hr-screening Screen applications for senior engineer
/investor-update Draft the May update

Directory structure

AGENTS.md           - canonical instructions for all agents
CONTEXT.md          - global company description and context

.claude/
  skills/           - all skills for your company

agents/             - AI employees with defined routines and skill assignments

domain folders:
brand/              - brand assets, guidelines, voice
content/            - all content by channel
sales/              - outbound sequences, proposals, CRM
customer-success/   - meeting follow-ups, user research
product/            - roadmap, issues
finance/            - investor updates
partnerships/       - consulting, freelance, influencer
events/             - hackathons, meetups, remote
admin/              - internal ops (email, Slack, CRM)
hr/                 - hiring, screening
legal/              - contracts and legal
compliance/         - compliance notes

Skills

Skills are detailed, self-improving instruction files. They live in .claude/skills/ and are invoked via slash commands.

Domain Skills What they do
content linkedin, blog, substack, newsletter, x, reddit, website, slack-community Content creation per channel
sales create-campaign, crm, customer-report Outbound campaigns, CRM, client briefs
brand brand-guidelines, brand-designer Brand assets and guidelines
finance investor-update Investor updates
hr hr-screening Application screening
product create-issue GitHub issue creation
events event-manager Event creation and management
legal create-contract, review-contract Contract drafting and review
ops zero-inbox Inbox triage
writing email-writer Email drafting
sylph sylph-setup, sylph-setup-agent, sylph-setup-skill, sylph-create-skill Initial setup, agent configuration, per-domain setup, skill creation

Agents

Agents are AI employees that run on schedules. Each has a role definition and a recurring routine.

Agent What it does Cadence
Chief of Staff Inbox triage, project pulse, weekly planning, daily briefing Daily
CMO Content planning, drafting, docs maintenance, release comms Daily
Product Manager Issue creation from feedback, PR monitoring, daily recap Daily
Customer Success Follow-up drafting from CSM backlog Weekly
Head of Data Analytics reports, metric monitoring Daily
Head of Sales Pipeline management, outbound campaigns Weekly
Executive Assistant Admin, HR, finance, accounting ops Daily
Brand Designer Visual and motion assets On-demand

Customization guide

You can add new domains by creating folders in the folder root. You can create new skills & agents with the /sylph-setup-skill <name> skill.

Why "Sylph"?

Sylphs are invisible spirits of the air - creatures that shape the world without being seen. They were made famous by the ballet La Sylphide (the author may or may not be a ballet nerd). That's what this repo does: AI agents running your company behind the scenes, while you stay in control.

Security

This repo contains no backend, no tracking, no telemetry, and no network calls. It's just markdown files that AI agents read. No code phones home, no data is sent anywhere, and no credentials are bundled. See SECURITY.md for the full audit and verification commands you can run yourself.

License

MIT - use it however you want.