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

SecWiki News
SecWiki News
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
V
Visual Studio Blog
博客园 - 叶小钗
S
SegmentFault 最新的问题
IT之家
IT之家
大猫的无限游戏
大猫的无限游戏
博客园_首页
Apple Machine Learning Research
Apple Machine Learning Research
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
月光博客
月光博客
酷 壳 – CoolShell
酷 壳 – CoolShell
腾讯CDC
D
Darknet – Hacking Tools, Hacker News & Cyber Security
V
V2EX
阮一峰的网络日志
阮一峰的网络日志
L
Lohrmann on Cybersecurity
量子位
C
Cyber Attacks, Cyber Crime and Cyber Security
T
Tor Project blog
J
Java Code Geeks
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
博客园 - 三生石上(FineUI控件)
Attack and Defense Labs
Attack and Defense Labs
AI
AI
The Cloudflare Blog
T
Tailwind CSS Blog
S
Schneier on Security
爱范儿
爱范儿
PCI Perspectives
PCI Perspectives
Stack Overflow Blog
Stack Overflow Blog
S
Secure Thoughts
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
T
The Exploit Database - CXSecurity.com
博客园 - 【当耐特】
V2EX - 技术
V2EX - 技术
S
Securelist
P
Proofpoint News Feed
T
Threat Research - Cisco Blogs
Help Net Security
Help Net Security
C
Cisco Blogs
N
News and Events Feed by Topic
人人都是产品经理
人人都是产品经理
B
Blog RSS Feed
K
Kaspersky official blog
T
The Blog of Author Tim Ferriss
G
Google Developers Blog
S
Security Affairs
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Simon Willison's Weblog
Simon Willison's Weblog

Show HN

GitHub - steveking-gh/firmion: Firmion is DSL and engine for firmware image generation. GitHub - villagesql/villagesql-skills: Agent skills for VillageSQL - gemini-cli-extension; claude-code-plugin GitHub - flightdeckhq/flightdeck: Observability and control plane for AI agents. CSP Radar GitHub - Light-Heart-Labs/DreamServer: Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. GitHub - Diplomat-ai/diplomat-agent-ts: What can your TypeScript AI agent do to the real world? Scan your code. See which tool calls have zero checks Code Block Selector - Visual Studio Marketplace Prometheus dependency graph — interactive showcase | Riftmap Show HN: I made a vi-like modal keyboard plugin for Figma GitHub - run-llama/liteparse: A fast, helpful, and open-source document parser GitHub - dalemyers/Roar: A macOS CLI tool for notifications GitHub - district-solutions/open-agent-tools-coder: Enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models. GitHub - progapandist/stripeek: A local TUI proxy for real-time Stripe API debugging, built for navigating complex payloads fast. GitHub - sir1st/hermes-desktop: All-in-one cross-platform desktop app for Hermes Agent — bundles Python + hermes-agent + hermes-web-ui GitHub - astefanutti/shaderbang: Shebang for Shaders Show HN: Generate Claude Code Workflows using Spec Driven Development approach GitHub - nixys/nxs-universal-chart: The Helm chart you can use to install any of your applications into Kubernetes/OpenShift Show HN: AI agents for UK GDAD PCF roles and their skills The Two Pillars: Mixer Mode and Meta-Software in the Reorganization of Software Work After AI GitHub - JaiCode08/teleport-env What 1,000+ Harness Experiments Taught Me About Self-Improving Agents Show HN: Liiists, a Markdown-first, iOS and CLI list app SwiperTab – Get this Extension for 🦊 Firefox (en-US) GitHub - kouhxp/fftext: Summarize, explain, fact-check, or translate any text, URL, or file. No GPU. No cloud. One command GitHub - sweetpad-dev/sweetpad: Develop Swift/iOS projects using VSCode GitHub - dogmaticdev/IRON: IRON a.k.a. Intermediate Representation Object Notation is a Interpreter/Database that is used to create Programming Languages. GitHub - sjhalani7/vaen: Package your AI coding harness into a portable .agent file, and share it across repos, teams, & the community without ever having to copy-paste instructions, skills, MCP config, or secrets. Show HN: Gandalf the Grader Show HN: Citadeld – replay any CI failure locally from a single file GitHub - tdortman/cuSBF: High-Performance GPU Super Bloom Filter coral-ai/claude-code-token-xray at main · Coral-Bricks-AI/coral-ai GitHub - ulyssestenn/funes: Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs. GitHub - ThatXliner/gah: Git Add Hunk, built for agents to use GitHub - harmont-dev/harmont-cli: Command-line client for the Harmont CI platform GitHub - brooksmcmillin/mcp-authflow: OAuth 2.0 Authorization Server framework for MCP servers GitHub - javaid-codes/audit-supply-chain-agents GitHub - amorey/gochan: A small library of common channel architectures for Go, inspired by Rust GitHub - arifozgun/OpenGem: Free, Open-Source AI API Gateway with Gemini, OpenAI & Anthropic Compatibility in 1 file GitHub - Pranesh950/BioPetals: 🌸 Run BIOxAI models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading GitHub - cnguyen14/bounty-doctor: Diagnose a GitHub bounty issue before you waste hours: detects honeypot scam repos, AI-bot attempt swarms, and stale contests. Show HN: CoreMCP – MCP Server for On-Prem DBs Show HN: KittyHTML – Render HTML/CSS as an inline image in your terminal GitHub - bingud/filemat: Web-based file manager Show HN: TruthLens – Free multi-signal deepfake image detector GitHub - apexlocal-jz/claude-usage-tray: Windows system-tray app showing your Claude Code rate-limit usage at a glance. Zero deps, ~300 lines of PowerShell. Cross-IDE (works regardless of VS Code, Cursor, plain terminal). Release v0.1.2.1 · kouhxp/yapsnap GitHub - noopolis/moltnet: Self-hostable chat network for AI agents. Pre-built bridges for Claude Code, Codex, and the Claws. Rooms, DMs, history. No Slack bots, no Matrix, no glue code. GitHub - tamerh/enju: Coordinating Humans, AI Agents, and Compute as Peers on a Shared Workflow Graph Show HN: Continuity-auth – Respect-weighted rate limits for the open web GitHub - luml-ai/luml: AI lifecycle platform where engineers and agents track experiments, train models, and ship to production. GitHub - mrdanielcasper/CoreTex: A UNIX-inspired, biomimetic, flat-file AI harness and knowledge engine. GitHub - clemg/pierre-github: Pierre's diffs.com and trees.software for Github GitHub - lyriks-io/unspaghettit: Behavior-driven AI development without prompt spaghetti. GitHub - sofumel/claude-handoff-revive: Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages. GitHub - dotexorg/saferpc: Typed, end-to-end encrypted RPC over any bidirectional channel. GitHub - BeeZeeAgent/beezee: Agent harness orchestration Legato Next.js Boilerplate for Internal Tools · CoreUI GitHub - clark-labs-inc/clark-hash: Clark Hash, 32x smaller searchable sketches for embeddings GitHub - ZeroPointRepo/youtube-mcp: The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free. Typing Mastery — climb toward 100+ WPM, deliberately GitHub - Andebugulin/Awareen GitHub - fayzan123/claude-workflow-composer: Visual desktop app for composing multi-agent coding workflows. Drag agents, attach skills and MCPs, wire handoffs, export to .claude/ GitHub - harshaneel/humanize: Best static AI text humanizer. Two research-grounded skills that work in any LLM (Claude, ChatGPT, Gemini, Codex): humanize beats perplexity-based detectors, ai-check produces forensic scoring with evidence-quoted flags. Nine levers, 50+ peer-reviewed sources, 2024-2026 detection literature. GitHub - StackOneHQ/stack-nudge GitHub - nodes-app/swift-markdown-engine: A native AppKit Markdown editor for macOS, built on TextKit 2 and bridged to SwiftUI. We hardened an LLM agent. Each defense we added made it more exploitable. GitHub - alkait/WhatsKept: Agent-queryable WhatsApp history from an iOS backup — a single Go binary. GitHub - octelium/cordium: Open-source, general-purpose sandbox platform for devs and AI agents that provides identity-based secure access to infrastructure without credentials. WAR.GOV/UFO Microfilm5 GitHub - scosman/videowright: Build animated explainer videos with your coding agent GitHub - dipankar/dscode: The code editor you can take apart. GitHub - zoharbabin/web-researcher-mcp: MCP server (Go) for AI assistants: web search, content extraction, academic/patent/news research. Multi-provider routing, 4-tier scraping, search lenses. Works with Claude, Cursor, and any MCP client. GitHub - ruvnet/RuView: π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. GitHub - scanaislop/aislop: Catch the slop AI coding agents leave in your code: narrative comments, swallowed exceptions, as-any casts, dead code, oversized functions. 50+ rules across 7 languages (TypeScript, JavaScript, Python, Go, Rust, Ruby, PHP). Sub-second, deterministic, no LLM at runtime. MIT-licensed. GitHub - kouhxp/cheap-im: CPU-only voice agent approximating Thinking Machines' Interaction Models demo GitHub - unprovable/OrchidMantis: Orchid Mantis — standalone framework for Zero-Knowledge Proofs of eXploit (ZKPoX). GitHub - MarcellM01/TinySearch: Shrink the web for your local LLMs! GitHub - TangibleResearch/Halgorithem: A Algo designed to detect AI Hallucitions GitHub - DO-SAY-GO/freelang: I love freelang GitHub - CarpseDeam/Aura-IDE: An AI coding harness that shaped itself - Planner/Worker agents, repo awareness, surgical edits, validation, recovery, and safe diff approvals. GitHub - chojs23/concord: A feature-rich TUI client for Discord GitHub - tommyjepsen/awesome-ux-skills: UX & AI Product designs skills you can use today in Claude Code GitHub - aerf-spec/aerf: Agent Evidence Receipt Format (AERF) — an open specification for tamper-evident, independently verifiable records of AI agent actions. GitHub - kklimuk/docx-cli: CLI for AI agents (Claude, Codex) to read, edit, and comment on .docx files with full format fidelity. GitHub - Jwrede/tokentoll: Catch LLM cost changes in code review. Infracost for LLM spend. GitHub - samchon/ttsc: A `typescript-go` toolchain for compiler-powered plugins and type-safe execution + 500x faster lint integrated into compiler GitHub - Higangssh/homebutler: 🏠 Manage your homelab from chat. Single binary, zero dependencies. GitHub - olalie/tapmap: See where your computer connects and what stands out on a live world map. GitHub - Diplomat-ai/diplomat-agent: What can your AI agent do to the real world? Scan your code. See which tool calls have zero checks GitHub - Bajusz15/beacon: Open-source agent for secure remote access, monitoring, and deploys across home-lab and self-hosted machines like Raspberry Pi, N100, or any Linux server. Open web based TTY or tunnel Home Assistant and other local services securely without opening ports. BigTech AI News - Chrome 应用商店 GitHub - vinhnx/VTCode: VT Code is an open-source coding agent with LLM-native code understanding and robust shell safety. Supports multiple LLM providers with automatic failover and efficient context management. GitHub - michaelaz774/decision-engine: A decision operating system for startup founders, powered by Claude Code. Synthesizes wisdom from 25+ legendary founders and investors into interactive AI-driven decision frameworks. GitHub - Chrilleweb/dotenv-diff: Validate environment variable usage in your codebase GitHub - Lumen-Labs/brainapi2: BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications. GitHub - familiar-software/familiar: Let AI watch you work. Familiar lets your AI update its memory, skills, and knowledge by watching your screen. GitHub - skorotkiewicz/rudo: A small, elegant dock for Wayland GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. make sidebar/address bar rounded corner toggleable
GitHub - Offsend/Offsend: macOS menu bar app: monitor repos for missing AI ignore rules and exposed secrets paths. Optional Safe Paste for clipboard. Local only.
hudishkin · 2026-06-11 · via Show HN

Prepare code, files, clipboard text, and git changes before you share them with AI tools.
Local-first privacy checks for ChatGPT, Claude, Cursor, Copilot, and CI.

CI Release License Platform Swift 5.9 Local-first

Drop a file or folder into Prepare for AI


Offsend is a local-first macOS app for developers who share code with AI tools.

It helps you catch secrets, client data, internal paths, and other sensitive details before they leave your Mac. Use it from the menu bar while you work, from the included CLI in a terminal, or from git hooks before every commit.

No cloud account. No server-side scanning. No “trust us” privacy model.

Why Offsend

AI coding tools are useful, but they make it easy to paste the wrong thing: an API key in a diff, a customer name in a document, a private endpoint in a config file, or a token from your clipboard.

Offsend adds a local review step without changing your workflow:

  • Safe Paste scans clipboard text, masks sensitive values, and pastes the prepared version.
  • Prepare lets you drop files or folders, review findings, and copy or save an AI-ready result.
  • Project checks inspect ignore rules and sensitive paths before a repository is used with AI tools.
  • Git hooks run Offsend before commits, with hook setup and status managed from the macOS GUI.
  • CLI checks are free and scriptable for terminals, hooks, and CI.

What You Can Do

1. Prepare a project

Check whether a folder is ready for AI coding tools: ignore files, sensitive paths, one-click fixes.

Works with .cursorignore, .copilotignore, .claudeignore, .aiexclude, and similar rules. Can watch folders in the background and notify you when something changes.

Directory checks use paths and ignore rules only — not file contents.

2. Prepare files

Drop a file in Prepare, review findings, mask or redact sensitive items, then copy or save an AI-ready version.

Supported formats

  • Plain text — common extensions like .txt, .md, .csv, .json, .log, .xml, .yaml, plus any other text file (e.g. .swift, .html)
  • Documents.pdf, .rtf, .doc, .docx

3. Prepare clipboard text with Safe Paste

⌘⇧V — scan the clipboard, mask sensitive values, paste or copy the prepared text.

⌘⇧R — restore masked values when you need the originals back.

Mappings are encrypted on disk; the key lives in Keychain. Hotkeys are remappable in Settings.

4. Protect commits with hooks

The macOS app includes hook management in Settings → Hooks. Add a repository, install a pre-commit hook, and see its status without editing shell scripts by hand.

The hook runs the Offsend CLI against staged changes before each commit and blocks commits that contain sensitive data such as API keys, tokens, private keys, or similar patterns.

5. Use the free CLI

The app bundle already includes the offsend CLI helper, so the GUI can run local checks and manage hooks out of the box.

You can also install the standalone offsend-cli for free when you want offsend on PATH for terminal workflows, git hooks, CI, or scripts.


Detection

Built-in detectors cover emails, phone numbers, IDs, amounts, URLs, IPs, API keys, tokens, private keys, and similar patterns. Turn individual detectors on or off in Settings → Detection.

Local AI detection

Offsend can also run local AI models alongside the built-in pattern detectors. This is useful for NER/PII cases that are harder to catch with regular expressions, such as names, addresses, organization names, and contextual personal data.

AI detection is optional and managed in the macOS app. Download or import a model in Settings → AI, select it, then enable AI detection. Supported sources include curated Hugging Face models, compatible Hugging Face model IDs or URLs, local folders, direct HTTPS model links, manifests, GGUF files, and local Ollama models.

Supported model formats include ONNX token classification, Core ML, Hugging Face Transformers assets, GGUF, and Ollama API models. Hugging Face access tokens for gated or private models are stored in Keychain. Model files and inference stay on your Mac; Offsend does not upload scanned content for AI detection.


Privacy

Everything runs on your Mac — directory checks, monitoring, clipboard detection, file preparation, masking, and restore.

Offsend does not upload content for scanning and does not store prompts, clipboard payloads, file bodies, or detected values.

Security issues: see SECURITY.md.


Install

macOS app

brew install --cask offsend/tap/offsend

Or download the latest .dmg from Releases.

The app gives you the full menu bar workflow: Safe Paste hotkeys, drag-and-drop file preparation, project checks, watched folders, settings, local AI model management, hook management UI, and the bundled CLI helper used by local checks and hooks.

Free CLI only

Use the standalone CLI for free when you need terminal, git hook, or CI checks without installing the full app:

brew install offsend/tap/offsend-cli
offsend doctor

Build from source

brew install tuist
./Scripts/bootstrap.sh
open Offsend.xcworkspace

Requirements: macOS 13+, Xcode 16, Tuist.

macOS may ask for Accessibility (to paste into the front app) and folder access (to audit and monitor directories).


App vs CLI

macOS app CLI
Best for Daily interactive work Free terminal, git hook, and CI checks
Safe Paste Yes: scan, mask, paste, restore No
File preparation Drag-and-drop UI, review, copy/save Path-based scans
Project checks UI checks, ignore files, watched folders offsend check, --staged, --policy
Git hooks Install/manage in Settings → Hooks offsend hook install/status/uninstall
AI models Download, import, select, and manage models Not used by the CLI
Automation Background watcher and notifications Scriptable text/json output

The macOS app already includes the CLI helper at:

Offsend.app/Contents/Helpers/offsend

Install the free offsend-cli separately if you want offsend available on PATH for shells, hooks, and CI.


Git Hooks & CLI

Offsend ships a free command-line tool for local checks, git hooks, and CI. The main command is offsend check.

Scan files or folders:

offsend check README.md Sources/

Scan staged git changes before a commit:

Use JSON output in automation:

offsend check --staged --format json --quiet

Install a pre-commit hook

Recommended: open Settings → Hooks in the macOS app, add a repository, and click Install Hook. The GUI also shows hook status and lets you remove hooks later.

From the terminal:

offsend hook install --path /path/to/your/repo

The hook runs offsend check --staged before each commit and blocks commits that contain sensitive data (API keys, tokens, private keys, and similar patterns).

Project config (.offsend.yml)

Commit a .offsend.yml.example as .offsend.yml in your repo to tune check behavior:

version: 1

check:
  fail_on: block
  policy: false
  exclude:
    - "*.lock"
    - "vendor/**"
  detectors:
    disable:
      - phone

hooks:
  type: pre-commit
  fail_on: block
  policy: false

Supported settings:

  • version — config schema version. Use 1; other versions are rejected.
  • check.fail_on — exit policy for offsend check. block fails only on blocking findings such as critical secrets or failed policy checks. warn also fails on warning/mask findings. none reports findings but exits successfully.
  • check.policy — when true, offsend check also runs workspace policy checks for ignore files and exposed sensitive paths. When false, it scans file contents only.
  • check.exclude — repository-relative glob patterns skipped by file scanning. Plain file globs such as *.lock match file names, path globs such as build/** match directories recursively, and slash patterns are matched against repository-relative paths.
  • check.detectors.disable — detector IDs to turn off for this project. Unknown IDs are ignored.
  • hooks.type — git hook type to install. Currently supported: pre-commit.
  • hooks.fail_on — exit policy used by installed hooks. If omitted, it falls back to check.fail_on, then block.
  • hooks.policy — whether installed hooks include workspace policy checks. If omitted, it falls back to check.policy, then false. For faster commits that check only staged files, keep this false.

CLI flags override config values when they are provided explicitly. For example, offsend check --policy enables policy checks even if check.policy is false.

Supported check.detectors.disable IDs:

email, phone, money, url, ipAddress, internalDomain, contractId, invoiceId, orderId, apiKeyGeneric, openAIAPIKey, awsAccessKeyId, githubToken, slackToken, stripeKey, jwt, privateKey, sshPrivateKey, databaseURLWithPassword, bearerToken, highEntropyString, creditCardLike, iban, customClient, customCompany, customProject, customSensitiveTerm, customInternalDomain, personName, streetAddress, governmentId.

CI snippet

- name: Install Offsend CLI
  run: brew install offsend/tap/offsend-cli

- name: Check staged changes for secrets
  run: offsend check --staged

Other useful commands: offsend check, offsend hook status, offsend hook uninstall.


Free vs Pro

The CLI is free for local checks, git hooks, and CI. Pro expands the interactive macOS app workflow for larger files, longer restore windows, editable templates, custom dictionaries, and unlimited watched folders.

Free Pro
Safe Paste & built-in detectors Unlimited Unlimited
Directory audit & one-click fixes Full Full
Free CLI for terminal, hooks & CI Yes Yes
Hook management UI Yes Yes
Watched folders 1 Unlimited
Custom ignore templates Default Editable
File size 15 MB 50 MB
Custom dictionaries Yes
Mapping TTL 1 hour Up to 24 hours

Built with

Swift macOS app. Built mostly in Cursor; signing, permissions, privacy behavior, and shipping are reviewed by hand.


License

Apache 2.0 — see LICENSE.