LLM Mart Basic

Audit or implement TranslatePress-compatible WordPress plugin emails, WooCommerce emails, transactional notifications, cron/CLI emails, wp_mail usage, preferred-user-language delivery, trp_translate(), trp_switch_language(), trp_language user/order meta, and email gettext scannin

Build or audit TranslatePress language UI compatibility for WordPress themes/plugins. Use for custom language switchers, `[language-switcher]`, `trp_custom_language_switcher()`, `[language-include]`, `[language-exclude]`, legacy `[trp_language]`, per-language menus, Navigation Ba

Audit or implement WordPress plugin/theme output so TranslatePress can translate it correctly. Use when code must be compatible with TranslatePress visual translation, gettext string translation, dynamic JS-inserted text, automatic translation exclusions, AJAX/REST-rendered fragm

Audit or implement TranslatePress-compatible URLs, routing, slugs, SEO metadata, sitemaps, hreflang, canonical links, redirects, AJAX URLs, REST routes, WooCommerce permalinks, and Different Domain per Language behavior. Use when plugin/theme code builds links, parses REQUEST_URI

Integrate with or audit WooCommerce 11.0's experimental abandoned-cart recovery email. Covers feature and email gates, manual versus two-hour automatic sends, eligible order statuses, duplicate-provider suppression, recovery URL filtering, unsubscribe/privacy behavior, Action Sch

Queue and run WooCommerce background jobs with Action Scheduler 4.0. Covers async, single, recurring and cron actions, args-aware `$unique` identity, exact-argument checks, groups, JSON args and positional callback delivery, at-least-once execution, remote idempotency, bounded re

WooCommerce admin inline JavaScript and script-data migration

Customize the classic WooCommerce cart and shortcode checkout with `woocommerce_add_cart_item_data`, `woocommerce_get_item_data`, `woocommerce_before_calculate_totals`, `woocommerce_cart_calculate_fees`, `woocommerce_checkout_fields`, `woocommerce_after_checkout_validation`, `woo

Build or audit a WooCommerce Checkout Block payment-method integration. Covers the separate PHP `WC_Payment_Gateway`, Blocks `AbstractPaymentMethodType`, JavaScript `registerPaymentMethod`, stable gateway identifiers, `onPaymentSetup`, Store API `payment_data`, saved-token UI, le

Build or audit WooCommerce virtual coupons resolved at runtime without a `shop_coupon` row. Covers `woocommerce_get_shop_coupon_data`, the `read_manual_coupon()` data contract, reserved code namespaces and resolver precedence, database-fallback collisions, request caching, Store

Implement, extend, or audit WooCommerce coupon types, persisted coupon CRUD, eligibility rules, inclusions/exclusions, stacking, usage limits, and order lifecycle behavior. Covers the complete custom discount-type contract (`woocommerce_coupon_discount_types`, product-vs-cart cla

Use WooCommerce customer objects and sessions without confusing checkout-session state with persistent account data. Covers the `WC()` customer and session properties, `WC_Customer( $user_id )`, cookie creation, shutdown persistence, verified guest-order linking in WooCommerce 11

Implement, extend, or audit WooCommerce downloadable products and customer download access. Covers WC_Product_Download, stable download IDs, product CRUD, approved directories, the customer-download permission table and WC_Customer_Download CRUD, order-based grants and safe regen

Add or customize classic WooCommerce transactional emails with `WC_Email`. Covers registration, constructor timing, templates and theme overrides, status notification triggers, locale handling, `send_notification()` guards, disabled/skipped/sent outcome hooks, WooCommerce 11.0 pr

Make WooCommerce order integrations compatible with High-Performance Order Storage. Covers compatibility declaration, order CRUD and queries, authoritative storage, sync-setting versus fully-synced checks, HPOS-aware admin list/meta-box hooks, cache-safe metadata access, large-st

Add production-safe WooCommerce logs with `wc_get_logger()`. Covers stable sources, severity levels and thresholds, structured JSON context, correlation IDs, sensitive-data redaction, WooCommerce 11.0 file-v2 formatting and batched retention cleanup, volume control, custom handle

Work safely with WooCommerce order statuses, payment completion,

Build or audit WooCommerce product attribute swatch integrations around the experimental `wc-visual` attribute type. Covers feature gating, global `pa_*` attribute taxonomies, the WooCommerce 11 slug byte limit, color/image term meta, visual admin search results, Store API `__exp

Builds a WooCommerce-style AJAX product search select (the selectWoo / wooselect dropdown) — class="wc-product-search" + the data-action attribute pointing to woocommerce_json_search_products (products only) or woocommerce_json_search_products_and_variations (products AND variati

Build or audit compatibility with WooCommerce Sequential Order Numbers Pro. Use when code prints, stores, searches, imports, exports, invoices, emails, syncs, or filters WooCommerce order numbers, especially around the order object's get_order_number(), wc_seq_order_number_pro(),

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.

`crabbox inspect` prints the full record for a single lease: state, provider,

Run named, repo-local jobs defined in your Crabbox config.

`crabbox list` shows the current Crabbox machines (leases) for a provider. It is

`crabbox login` authenticates the CLI against a coordinator, stores the

`crabbox logout` clears the stored broker token from your user config so the CLI

`crabbox logs` prints the retained command output for a recorded run.

`crabbox marketplace` previews the Crabbox credits gateway: one Crabbox billing

`crabbox media` turns a recorded desktop video into lightweight review

`crabbox open` prepares an existing SSH-capable lease for an external editor.

`crabbox pause` pauses a single lease, freeing the remote compute while

`crabbox pond` is the cross-provider peer-discovery and lifecycle surface for a

`crabbox pool` contains machine-pool helpers. `pool list` keeps the older

`crabbox ports` bridges provider-native port publishing for an existing Crabbox

`crabbox prewarm` leases a reusable box and prepares it for test runs. For

`crabbox providers` prints the provider capability matrix that the CLI compiles

`crabbox receipt <run-id>` retrieves a brokered run's committed terminal

`crabbox results` prints the structured test summary attached to a recorded

`crabbox resume` resumes a lease previously paused with [`pause`](pause.md),

`crabbox run` syncs the current dirty checkout to a box, runs a command there,

`crabbox screenshot` captures a single PNG from a desktop lease without opening a

Atom Agent, Open-Source Governed AI Agent Platform for Self-Hosted Automation

The agent engineering intelligence harness, optimized tools, memory system, subagents and mixture of models packages ⚚

Sesori iOS/Android app and the Sesori Bridge CLI — drive Claude, Codex, OpenCode, Cursor, Pi, OMP, Hermes coding sessions from your phone

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

Use ChatGPT (Codex), Claude, and Grok (X Premium) subscriptions as DeepSeek Harness LLM providers — OAuth login in the web UI, no API keys

Latitude is the open-source AI monitoring platform.

Open-source AI browser agent for Chrome and Firefox (monorepo) 🧠

Official Model Studio CLI（阿里云百炼 CLI）built for AI Agent frameworks, exposing models, search, multimodal, and workflow capabilities as structured tool calls.

Curated DeepSeek Harness (DSH) plugins, extensions, tools, skills, clients, runtimes, integrations, and verified references — English and Chinese.

Turn papers, code, and docs into presentation-ready, natively editable PPTX in Codex / Claude Code. Native charts and equations, speaker notes, click-build anim…

Grix : Work with agents like talking to people.

Local First Ai Agent. Optimized for Local Ai models. Long context window. Proper tools callings. Runs privately on your device.

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

AI that ships your tickets.

Metadata-driven CLI for AI Agent Bots — 48 operations across 7 domains, structured JSON envelope I/O, zero interactive prompts.

An open-source, extensible, self-hosted agent workspace with multi-runtime support for Codex, Claude Code, and more, plus reusable local apps for custom interfa…

Open-source Windows desktop client and GUI for DeepSeek Harness — zero-setup installer with Codex, plugins, skills, SSH, mobile remote access, and 11 skins.

The open-source AI workbench for scientific research

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.

A Fully free agentic browser driver for AI , few tools, full control, real stealth, top-tier token efficiency.