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

P
Proofpoint News Feed
WordPress大学
WordPress大学
S
Schneier on Security
Recent Commits to openclaw:main
Recent Commits to openclaw:main
AWS News Blog
AWS News Blog
The Cloudflare Blog
酷 壳 – CoolShell
酷 壳 – CoolShell
博客园 - 叶小钗
NISL@THU
NISL@THU
T
Tor Project blog
L
Lohrmann on Cybersecurity
D
Darknet – Hacking Tools, Hacker News & Cyber Security
博客园 - 聂微东
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
Microsoft Azure Blog
Microsoft Azure Blog
P
Proofpoint News Feed
G
GRAHAM CLULEY
博客园_首页
K
Kaspersky official blog
GbyAI
GbyAI
P
Privacy & Cybersecurity Law Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
AI
AI
爱范儿
爱范儿
Cloudbric
Cloudbric
MongoDB | Blog
MongoDB | Blog
Martin Fowler
Martin Fowler
aimingoo的专栏
aimingoo的专栏
I
InfoQ
腾讯CDC
O
OpenAI News
F
Full Disclosure
P
Privacy International News Feed
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
Webroot Blog
Webroot Blog
Forbes - Security
Forbes - Security
MyScale Blog
MyScale Blog
L
LangChain Blog
H
Help Net Security
C
CERT Recently Published Vulnerability Notes
C
Cisco Blogs
人人都是产品经理
人人都是产品经理
S
Security @ Cisco Blogs
T
Tenable Blog
H
Hackread – Cybersecurity News, Data Breaches, AI and More
N
News and Events Feed by Topic
博客园 - 三生石上(FineUI控件)
Attack and Defense Labs
Attack and Defense Labs
Apple Machine Learning Research
Apple Machine Learning Research

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 - sbhattap/claude-pee: Use Claude Code programmatically as an interactive user
subarnab · 2026-05-14 · via Hacker News: Show HN

A drop-in front-end for the claude CLI that:

  • spawns claude in a PTY,
  • assigns a fresh --session-id <UUIDv4>,
  • forwards every other flag verbatim,
  • optionally injects a one-shot prompt via -p,
  • tails the matching session transcript jsonl, and
  • prints just the assistant's reply to stdout (text by default, or json/stream-json).

Termination is driven by claude's own Stop hook — no flaky screen-idle heuristics. When claude finishes a turn, the hook touches a sentinel file; claude-pee sees it, sends /exit, and exits with the child's status code.

Install

cargo build --release
cp target/release/claude-pee ~/.local/bin/      # or anywhere on PATH

Requires Rust 1.85+ (edition 2024).

Quick start

claude-pee -p "what is 2 + 2"
# → 4

Drop-in for claude

The simplest way to make claude go through claude-pee everywhere you already type it:

# ~/.zshrc / ~/.bashrc
alias claude='claude-pee'

This is safe because shell aliases are resolved only in interactive shells. When claude-pee internally does spawn("claude"), it goes through $PATH and finds the real binary — no recursion.

If you need the replacement visible to scripts too, put a claude shim earlier in $PATH and point CLAUDE_PEE_EXEC at the real claude:

ln -s "$(which claude-pee)" ~/bin/claude
export CLAUDE_PEE_EXEC=/usr/local/bin/claude   # absolute path to the real one

Flags

Owned by claude-pee (consumed, never forwarded):

Flag Purpose
-p PROMPT / -p=PROMPT One-shot prompt to inject. Triggers auto-/exit after claude responds.
--output-format text|json|stream-json What to print on stdout. Default text.

Everything else is passed through to claude after --session-id <UUID> --settings <hook-json>. So claude-pee --permission-mode plan -p hi becomes:

claude --session-id <UUID> --settings '<json>' --permission-mode plan

Output formats

Format What goes to stdout
text (default) The assistant's plain text reply. Thinking-only and tool-use-only turns are skipped.
json The assistant message transcript line, verbatim JSON (one per turn). Result lines too.
stream-json Every transcript line as it lands, verbatim.

Diagnostic logs go to stderr via log + env_logger. Default level info (silent). Set RUST_LOG=debug for the per-line tailer trace; RUST_LOG=trace also surfaces "tailing <path>" and "injecting /exit".

Environment variables

Variable Default Effect
CLAUDE_PEE_EXEC claude Binary to spawn. Empty value behaves like unset.
CLAUDE_PEE_QUIESCE_MS 500 Milliseconds the TUI must be idle before the prompt is injected. Heuristic — needed because the Stop hook can't fire before the first turn. Set higher if your machine is slow. Must be > 0.
CLAUDE_PEE_INJECT_CHAR_DELAY_MS 0 Per-character typing delay (simulates human typing or works around input rate-limiters).
RUST_LOG info Standard env_logger filter.

How termination works

  1. At startup claude-pee computes a sentinel path ${TMPDIR}/claude-pee-<UUID>.done and builds a --settings JSON containing:

    {
      "hooks": {
        "Stop": [
          { "hooks": [ { "type": "command", "command": "touch '<sentinel>'" } ] }
        ]
      }
    }

    That gets passed to claude --settings … so claude registers the hook for this session only — no permanent config changes.

  2. claude-pee waits for the PTY screen to go quiescent (so the TUI is ready to receive input), then types the prompt + \r.

  3. When claude finishes its turn, it runs the registered Stop hook, which touches the sentinel.

  4. claude-pee sees the sentinel appear, sends /exit\r\n, and waits for the child to exit.

  5. The sentinel is removed on exit via an RAII guard (even on error/panic paths).

Examples

# Text answer only
claude-pee -p "tell me a joke"

# Full assistant message as JSON (one line)
claude-pee -p "tell me a joke" --output-format json | jq

# Stream every transcript event live
claude-pee -p "do a long task" --output-format stream-json | jq -c .

# Override the executable (e.g. point at a build)
CLAUDE_PEE_EXEC=~/code/claude/dist/claude claude-pee -p hi

# Slow down injection (simulate typing)
CLAUDE_PEE_INJECT_CHAR_DELAY_MS=50 claude-pee -p hello

# Bigger pre-prompt grace window on a slow machine
CLAUDE_PEE_QUIESCE_MS=2000 claude-pee -p hi

# Diagnose what the tailer is doing
RUST_LOG=debug claude-pee -p hi

Caveats

  • Without -p it's a passthrough — no auto-/exit, so you'll need to exit claude yourself (interactive use). Useful if you just want the session-id assignment and the transcript path printed (set RUST_LOG=trace).
  • The pre-prompt quiescence wait is heuristic — the Stop hook can't help here because no turn has happened yet. If you see the prompt being typed before claude is ready, raise CLAUDE_PEE_QUIESCE_MS.
  • Depends on claude honouring --session-id, --settings, and /exit. Tested against current claude code; if the schema changes upstream, this could break.
  • Stdout is for the parsed output only. There is no "echo the raw PTY to my stdout" mode (it would interleave with the parsed output).

Source layout

src/main.rs        entry + run() orchestration
src/args.rs        CLI parsing
src/config.rs      Config: args + env → resolved runtime config
src/child.rs       PTY spawn, drain, vt100 screen hashing
src/hook.rs        Stop-hook sentinel + --settings JSON + RAII cleanup
src/inject.rs      auto-inject: TUI wait → prompt → sentinel → /exit
src/transcript.rs  jsonl discovery + tail + per-format output

Lints are strict (clippy::all/pedantic/nursery/cargo denied, unsafe_code forbidden, no unwrap/expect/panic outside tests). pre-commit runs cargo fmt, check, clippy, test, and doc on every commit.