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
S
SegmentFault 最新的问题
The Last Watchdog
The Last Watchdog
人人都是产品经理
人人都是产品经理
C
Check Point Blog
O
OpenAI News
V
Visual Studio Blog
S
Security @ Cisco Blogs
I
InfoQ
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
T
Troy Hunt's Blog
S
Secure Thoughts
大猫的无限游戏
大猫的无限游戏
Attack and Defense Labs
Attack and Defense Labs
www.infosecurity-magazine.com
www.infosecurity-magazine.com
SecWiki News
SecWiki News
月光博客
月光博客
U
Unit 42
博客园 - Franky
V2EX - 技术
V2EX - 技术
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
腾讯CDC
量子位
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
N
News and Events Feed by Topic
Engineering at Meta
Engineering at Meta
PCI Perspectives
PCI Perspectives
Cisco Talos Blog
Cisco Talos Blog
Google DeepMind News
Google DeepMind News
博客园 - 司徒正美
T
Tailwind CSS Blog
酷 壳 – CoolShell
酷 壳 – CoolShell
TaoSecurity Blog
TaoSecurity Blog
Project Zero
Project Zero
WordPress大学
WordPress大学
A
Arctic Wolf
H
Help Net Security
Blog — PlanetScale
Blog — PlanetScale
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
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
I
Intezer
雷峰网
雷峰网
Security Latest
Security Latest
N
News and Events Feed by Topic
AI
AI
V
Vulnerabilities – Threatpost
S
Schneier on Security
Vercel News
Vercel News
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC

Show HN

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 - matisiekpl/neond: DX-focused control plane for Postgres dedicated to non-critical workloads. Your postgres:latest replacement 🐘 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 - thinkingjimmy/codex-reset-watchdog: A Codex Skill + Automation that monitors public posts for Codex quota reset signals and reports only actionable findings.
thinkingjimm · 2026-06-03 · via Show HN

codex-reset-watchdog banner

中文说明

This skill monitors public X posts from Codex lead thsottiaux, detects possible Codex reset signals, and outputs findings through Codex Automation. It helps users learn about reset-related changes before a reset happens, so they can spend the remaining quota in their subscription more intentionally, including switching to fast mode when useful.

This skill does not require you to register any API and does not create extra costs, though running Codex Automation still consumes your Codex quota.

How To Use?

Step 1: Create A Codex Project First

Create a dedicated Codex Project for this monitor, for example Codex Reset Watchdog.

Step 2: In That Project, Copy The Prompt To Install The Skill And Create The Automation

Open the Project you just created, start a new chat inside that Project, then paste the prompt below. Codex will install this skill by itself.

⚠️ Note: do not run the prompt below in a normal Chat. You must run it inside the Project you just created.

Quietly install, initialize, and enable codex-reset-watchdog:
https://github.com/thinkingjimmy/codex-reset-watchdog

Only message me mid-run if you need my approval or hit a blocker that I must resolve.
Otherwise, do not output progress narration, tool parameter details, command attempts, retry details, raw JSON, or state file contents. Complete the tasks below yourself, then give only a concise setup summary.

Tasks:
1. Prefer Codex's skill installation workflow for this GitHub repo, using the skill name codex-reset-watchdog. If no installer is available, clone the repo.
2. Find the installed or cloned source directory and confirm it contains SKILL.md, scripts/check_once.mjs, references/automation-prompt.md, and .codex/config.toml.
3. Prepare the runtime files in the current workspace root: SKILL.md, README.md, README.zh-CN.md, env.example, .codex/, agents/, references/, scripts/, and images/. Preserve the existing .git directory, do not create a nested repo, and do not overwrite local env or .env.
4. In the current workspace root, confirm SKILL.md, scripts/check_once.mjs, references/automation-prompt.md, and .codex/config.toml exist.
5. In the current workspace root, run node scripts/self_test.mjs.
6. Run node scripts/check_once.mjs --prime-state --json to create the baseline state.
7. Run node scripts/check_once.mjs --dry-run --json to confirm the Dayclaw public source, JSON parsing, and state dedupe.
8. If node scripts/check_once.mjs fails because of sandbox/network permissions, request permission only for the narrow node scripts/check_once.mjs entrypoint and rerun; do not request full access. If DNS/HTTPS or state writes still fail, summarize them as operational issues, not as reset/no-reset conclusions.
9. Read the full contents of references/automation-prompt.md as the Automation prompt.
10. Use `automation_update` to create or update a cron/project Automation named Codex Reset Watchdog. If the Automation tool is not already available, search for `automation_update` first. Look for an existing Automation with the same name or id and update it instead of creating a duplicate. For create/update, use these fields exactly, and do not replace field names or values with UI labels: `mode=create` or `mode=update`, `kind=cron`, `name=Codex Reset Watchdog`, `rrule=FREQ=HOURLY;INTERVAL=1`, `status=ACTIVE`, `executionEnvironment=local`, `cwds=[current workspace root]`, `prompt=[full contents of references/automation-prompt.md]`, and `reasoningEffort=medium`. Do not pass `command`, `permissions`, `cwd`, `frequency`, `schedule`, `destination`, or thread/heartbeat fields. If the tool requires `model`, use the current Codex default model. If this field set is still rejected, summarize it as a setup blocker; do not repeatedly trial-create invalid Automations.
11. Final summary only: runtime directory, install source directory, self-test, prime/dry-run status, state.path, source health, Automation name/status/cadence/execution/cwd/prompt source, and Run Now expectation. Do not paste raw JSON.

Step 3: Test The Automation

After creation, click Run Now (shown as 2 in the image) on the Automation (shown as 1 in the image) detail page. As expected, you should see the latest chat output inside the Codex Reset Watchdog Project.

previous runs screenshot

When a possible reset signal appears, the result may look like this (example):

🚨 Actionable Codex reset ahead: paid ChatGPT Codex limits are scheduled to reset. Reset timing: 2026-06-03 morning (Asia/Shanghai).

Time Evidence Reset timing Actionability Link
2026-06-02 22:15 Asia/Shanghai Said limits are "resetting tomorrow morning". 2026-06-03 morning 🚨 future https://x.com/example/status/3

Want To Monitor More Sources?

If you want to monitor accounts beyond thsottiaux, or other social platforms such as Reddit, Hacker News, or Product Hunt, you can try Dayclaw.

dayclaw screenshot

FAQ

Q: Why not use a normal chat?

Because Codex Automation sandbox restrictions can prevent required install, check, and state-write operations from completing in a normal chat. That is why this flow uses a Project.

Q: How do I set the timezone?

With the default configuration, Codex monitors @thsottiaux, writes state to var/state.json, and displays times using the Automation runtime environment. If you want findings to use another timezone, create an env file and override the default REPORT_TIMEZONE:

  1. Duplicate env.example.
  2. Rename the copy to env.
  3. Change only the fields you actually need. To force a report timezone, set REPORT_TIMEZONE to an IANA timezone:
REPORT_TIMEZONE=America/Los_Angeles

Common examples: Asia/Shanghai, America/Los_Angeles, America/New_York, Europe/London, Europe/Berlin, UTC.

Leave REPORT_TIMEZONE blank to use the Automation runtime/user timezone. This is the recommended default.

Skill Layout

This repo is a single skill directory: SKILL.md sits at the root, with optional agents/, references/, and scripts/ beside it. To embed this skill inside another repo, copy this directory to .agents/skills/codex-reset-watchdog/.

codex-reset-watchdog/
  .codex/
    config.toml                   # Minimal Codex permission profile
    rules/
      codex-reset-watchdog.rules  # Command-level network fallback for older sandbox mode
  SKILL.md                         # Skill metadata and operating instructions
  README.md                        # English guide
  README.zh-CN.md                  # Chinese guide
  env.example                      # Visible configuration template
  .gitignore                       # Ignores caches and local state
  agents/
    openai.yaml                    # Optional Codex skill display metadata
  images/
    banner.png                     # README banner image
    previous-runs.png              # Automation run screenshot
  references/
    automation-prompt.md           # Prompt used when creating Codex Automation
    deployment.md                  # Operations checklist
    llm-judge-rubric.md            # Rules for LLM review of review_items
  scripts/
    check_once.mjs                 # Zero-dependency Automation entrypoint
    self_test.mjs                  # Local deterministic self-test