Problems encountered in real work, turned into tools.
Source code is on GitHub.
Explore the engine, check rules, or take a tool. Start with what you need today; you do not need the whole stack. Stars and update dates are clues. Suitability still depends on the docs, tests, and your own acceptance checks.
Start with the first three cards: the engine, rule checks, and a LINE twin
aiwff-runtime
An open source task engine that runs on your own machine. Each task leaves a file. Default mock mode does not need an API key. To make Claude CLI actually run, you use your own Claude account.
git clone https://github.com/zaxardery8011-design/aiwff-runtime
cd aiwff-runtime
cp .env.example .env
npm run doctor
npm run demo
npm run verify-demo
npm run webProof: Tests are on GitHub Actions. The link is here. Pass or fail is whatever that page shows now.
View local task engine →soplint
Static SOP audit for AI work nodes. It catches instruction drift.
/plugin marketplace add zaxardery8011-design/soplintRun this inside Claude Code; if you do not want the plugin path, clone the repo and edit soplint.config.json.
Proof: Tests are on GitHub Actions. The link is here. Pass or fail is whatever that page shows now.
GitHub →line-persona
BYO-AI LINE clone framework. This is how the stack reaches real users.
git clone https://github.com/zaxardery8011-design/line-persona
npm install
npm startYou need: a LINE Messaging API channel from LINE Developers (channel access token and channel secret), a model API key (any OpenAI-compatible endpoint, or a local model instead), Node 18+, and a publicly reachable webhook URL.
Proof: Chat with a live one on LINE
GitHub →dig-loop
An AI digs one domain each day for problems that are not solved yet. Solved items are not collected again. Finished digs go on the solved list.
git clone https://github.com/zaxardery8011-design/dig-loopThis repo is a template. Copy it and fill in your own domain. If an AI sets it up, tell that AI to read AGENTS.md first.
Proof: Header check script. Clone it and run it yourself.
GitHub →grok-bot-routines-tw
Plenty of guides teach you to schedule a bot. This one adds the check that it actually finished.
Hand https://github.com/zaxardery8011-design/grok-bot-routines-tw to your AI and tell it to read AGENTS.mdWhen it says it is done, open the Grok automation list and find that row. The row has to be there.
Proof: The AGENTS.md to read before handing this to an AI
GitHub →aiwff-mini
Settings and memory files that stay on your own machine. Who it is, and who you are, are written in the files. A change to those files raises a warning.
Read README.md in this folder and install aiwff-mini for me.Paste this into your AI tool (Claude Code, Codex, Cursor, etc.). It lists the files it will create and waits for your OK. Requires PowerShell 7.
Proof: Install flow and self-check (no public tests yet)
GitHub →execution-proofs
MCP telemetry gateway. Forces agents to prove done with real files and timestamps.
git clone https://github.com/zaxardery8011-design/execution-proofs
npm install
npm run buildAfter the build, add the server to your MCP client config.
Proof: Clone the repo and run npm test
GitHub →task-ledger
A single-machine task ledger: progress is read from facts on disk, not from the agent's own report, and work survives a kill.
pip install -e .
task-ledger demo-resumeNo network, no API key. Requires Python 3.10+. Currently alpha.
Proof: Offline self-test: kill it, watch it resume
GitHub →hyperv-mcp
Archived. Spec plus a PoC. Mock mode runs. No new features.
git clone https://github.com/zaxardery8011-design/hyperv-mcp
pip install mcp
python tests\mock_server_test.pyMock mode needs no admin rights and no Hyper-V role.
Proof: Tests are on GitHub Actions. The link is here. Pass or fail is whatever that page shows now.
GitHub →tidetrace
Threads keyword patrol Chrome extension. Local highlight, reply tracking, and a BYOK LLM.
git clone https://github.com/zaxardery8011-design/tidetraceNo build step. Open chrome://extensions, turn on Developer mode, choose Load unpacked, and select this folder.
Proof: Install steps (no public screenshots yet)
GitHub →dataflywheel
Archived. Telegram takes a YouTube URL. Markdown is written to your own computer. No new features.
git clone https://github.com/zaxardery8011-design/dataflywheel
pip install -r requirements.txtRequires ffmpeg and your own Gemini key.
Proof: Test file: clone the repo and run pytest
GitHub →field-ops-demo
A field-service demo for a small contractor: clock in, dispatch, and report from a phone. One HTML file, no build.
git clone https://github.com/zaxardery8011-design/field-ops-demoOpen index.html directly, or use the proof link to see it live.
Proof: Open the live demo
GitHub →my-desktop-pet
turn your real pet photo into an animated transparent desktop companion.
git clone https://github.com/zaxardery8011-design/my-desktop-pet
npm install
npm startProof: The full animation set (12 moves)
GitHub →earthlife
A web life simulator developed entirely by an autonomous work node. It shipped a round every 30 minutes through June; development has stopped, but it is still playable online.
git clone https://github.com/tingyi365/earthlifeSingle HTML file, no framework, no build. Open index.html directly, or play online at earthlife.pages.dev.
Proof: Play it online
GitHub →