LLM Mart Basic

Build a zone-based WooCommerce shipping method with `WC_Shipping_Method`. Covers deferred class loading, registration, instance settings and modal support flags, package-based calculation, unique rate IDs, decimal/tax handling, availability, save behavior, caching, WooCommerce 11

Extend WooCommerce core Order Fulfillments with a custom tracking provider. Covers the `fulfillments` feature gate, `AbstractShippingProvider`, provider registration and collision rules, tracking URL construction, country support, tracking-number parsing and ambiguity scores, RES

Build or audit WooCommerce Stripe Gateway My Account saved-payment-method flows. Covers the canonical Woo form contract, Stripe UPE SetupIntents, exact selectors and POST fields, billing details, polymorphic Woo tokens including native Link, remote reconciliation/detach/default s

Design or audit WooCommerce Stripe payment flows that save a reusable method and charge it later. Covers SetupIntent versus PaymentIntent, charge-now-and-save, deposits and installment series, `setup_future_usage=off_session`, Stripe Customer ownership, explicit consent/mandates,

Implement or audit Stripe Link behavior in the WooCommerce Stripe Gateway, especially code that assumes every `pm_...` or `stripe` token is a card. Distinguishes native Stripe PaymentMethod `type=link` and `WC_Payment_Token_Link` from `type=card` with `card.wallet.type=link`, and

Integrate WooCommerce Stripe Gateway 10.8+ with WooCommerce Subscriptions 9.1+. Covers gateway feature support, automatic renewals, Stripe metadata, failed-renewal recovery and Radar-block observers, SCA, change-payment SetupIntents, update-all behavior, Express Checkout, native

Build or audit integrations around WooCommerce Stripe Gateway webhooks and asynchronous payment settlement. Covers the canonical wc-api endpoint, Stripe-Signature and connected-account checks, trusted webhook health state, order resolution, PaymentIntent and Checkout Session defe

Build or audit WooCommerce 11.0+ native variation gallery integrations. Covers the experimental `variation_gallery` feature flag and 5% canary rollout, variation `image` vs `gallery_image_ids`, `_product_image_gallery` storage, REST v3 variation payloads, classic product gallery

Read, query, and write WooCommerce product variations through `WC_Product_Variation` and `WC_Product_Variable`. Covers parent/child storage, cached variation prices, deferred parent synchronization, WooCommerce 11.0 product instance caching, stock inheritance, frontend variation

Customize WooCommerce variation prices without stale or cross-user parent price caches. Covers direct variation getter filters, parent aggregation filters, `woocommerce_get_variation_prices_hash`, WooCommerce 11.0 tax-influence cache partitioning, bounded pricing contexts, role c

WooCommerce Memberships 1.29+ WordPress Abilities API

WooCommerce Memberships access, restriction, drip-content,

WooCommerce Memberships storage and relationship map for

Curated WooCommerce Memberships hook and extension-point map

Register WordPress Abilities: machine-readable plugin operations with JSON Schema contracts, required permission callbacks, optional REST exposure, client-side abilities, and AI/MCP-friendly discovery. Covers categories, wp_register_ability, WP_Ability::execute, REST run endpoint

Embed WordPress's bundled CodeMirror editor in admin pages via

Build WordPress admin drag-and-drop UI with core's bundled

Use WordPress admin form-control widgets that ship in core,

Build WordPress admin tables by extending `WP_List_Table`.

Open the standard WordPress Media Library picker from plugin

Fourteen posts of being wrong in production, compressed to checkboxes

Healthy nodes, a quiet network, 300 restarts in three days, and a latency budget measured in milliseconds

Discovery worked. Ping worked. Every TCP connection timed out, and later the tunnel only worked when someone had a terminal open.

Every VM came back. The cluster did not. Declarative systems converge on config, and the datapath isn't config.

A surprising share of AI-in-the-terminal failures aren't the AI. They're zsh, and a version of bash from 2006.

A Claude Code plugin turns standalone project configuration into a namespaced, installable extension that teams and communities can update as one unit.

None of the safety came from the model. It came from six boring habits.

Skills package instructions and references. Subagents run work in a separate context and return results. They solve different problems and can be composed deliberately.

Six hours in, one step left, everything green, and the incident that didn't happen

CLAUDE.md carries persistent project context. Skills load reusable procedures when relevant. Separating stable facts from task-specific workflows keeps both easier to maintain.

Twenty minutes recovering secrets that never existed, and the one sentence from a human that ended it

An API request routing a model's tool call through an approval gate to a remote MCP server

31 config keys, two audits, and why the first one was wrong in both directions

The official MCP Registry stores standardized server metadata rather than package code. Publishers verify a namespace, describe installation or remote access, and submit immutable versions.

Everyone looks at the Dockerfile. The file that actually leaked the key was the project file.

Remote MCP authorization uses established OAuth standards, but secure integration still requires issuer validation, least-privilege scopes, protected token handling, and server-side enforcement.

"Copy it over and switch the reference" is two steps, and the outage lives in the one nobody checks

stdio fits local processes and prototypes. Streamable HTTP fits hosted services and shared integrations. The right choice follows where the capability runs and who must reach it.

The most important rule wasn't about what I could change. It was about what I was allowed to display.

Tools perform operations, resources expose readable context, and prompts provide reusable templates. Choosing the correct primitive makes an MCP server easier to understand and govern.

Generate a typed client from an Anchor or Shank IDL (Codama or Anchor TS)

Migrate TypeScript from @solana/web3.js 1.x to @solana/kit

Plan a Solana feature before coding: accounts, PDAs, instructions, risks, tests

First-time-user product review: scorecard and fix roadmap; --harsh for a roast

Measure compute units per instruction and flag the expensive ones

Format, lint and commit with a conventional message on a kit-named branch

Resync external skill submodules to latest upstream versions

Scaffold a Solana project (Anchor, fullstack, frontend, Pinocchio) with the kit

Set up GitHub Actions CI for Solana programs: lint, build, test, audit

Configure MCP server API keys in .env and add the optional MCP servers

Run tests, auto-fix fmt and lint, and fix failures until green or stuck

Run C# tests: Unity Test Framework in batchmode, or dotnet test

Run Rust tests for programs (LiteSVM, Mollusk, Surfpool, Trident) and backends

Run TypeScript tests for programs (Anchor TS, Kit) and dApp frontends

Update solana-ai-kit to latest version from upstream

Write docs for a Solana program, SDK or component from its code and IDL

Allow all file creation (short for /ar:allow)

Set AutoFile policy to allow-all mode (full file creation permissions)

Set AutoFile policy to justify-create mode (require justification for new files)

Set AutoFile policy to strict-search mode (only modify existing files)

Okou connects to the tools your team already uses and does the work — across marketing, sales, engineering, and operations, under your control.

An open-source Digital Worker platform for reliable execution, continuous co-evolution, and building Enterprise AI assets.

A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

A governance harness for AI coding.

DeepSeek Harness 手机版：可直接安装的 Android APK，AI 免 Root 操作手机（Shizuku/root 可选），文件编辑只需所有文件访问权限，前台保活 + AI 通知

Local-first, governed AI agent runtime for Python — embed it in your app, or run it as a CLI or ACP server. Permissions, MCP, memory and audit replay built in.

Orbi — the factory that builds and operates AI software factories. GitHub Issues in, releases and runnable system out

Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.

The SDK for browser agents. Interact, search, extract, and fetch any site reliably across the web

Agent-native shopping for extreme value: verifiable same-product price evidence, checkout, orders, delivery, and after-sales.

The extensible power-user platform for Google Antigravity. Adds a native In-App Browser, animated Desktop Pets, revamped Gemini UI, and custom BYOK Gemini Pro k…

Open-source, single-binary, self-hosted AI agent — your models and data stay on your machine. A coding agent on par with Claude Code and a personal assistant li…

Your pocket agent. Local-first AI agents on iOS and Android — real workspaces, tool execution with approvals, and your choice of model (DSH · Claude Code · Code…

Bridge between QQ (SnowLuma OneBot v11) and DeepSeek Harness agents: social simulation, safe MCP tools, slang learning and more.

A 7×6 framework for agent architecture. 28 patterns, each placed at a coordinate, runnable Python code with verified engineering slices from Claude Code, Aider,…

针对 AI 自动化渗透 Agent 的新一代反制蜜罐，通过反向代理将API密饵载入真实业务、反向提示词注入等方式反制自动化渗透 Agent，实现多款主流通用Agent的反制上线控制。

Open-source, local-first AI agent for coding and real work. BYOK models, MCP, skills, plugins, workflows, and private knowledge bases.

A free AI-agent toolbox for Android, 一站式安卓AI Agent工具箱

Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. I…

Independent, unofficial CLI to edit CapCut and JianYing (剪映) projects — subtitles, timing, speed, volume, templates, cut long-form to shorts. No API needed, rea…