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.

Periodic multi-reviewer sweep of the whole codebase — surfaces a triaged checkpoint report.

Sanctioned lane for non-behavioral work — docs-only edits, dependency bumps, reverts. Type-scaled gates; no TDD demanded of prose.

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Show the codeArbiter command catalog — the public command list and what each routes to.

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Stop everything and surface a rule conflict — persona vs. docs vs. code. Present both sides and the conflict-hierarchy level; the user resolves. No silent reconciliation.

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Verify the active host install, package, command ownership, enforcement{{IF:pi}}, wrapper self-test, and active-dispatch coverage gap{{ELSE}}, and harmless live-fire probe{{END}}. Read-only.

Start a feature: brainstorm a spec, get it approved, then drive it test-first through the pipeline. The one entry to implementation.

Fix a confirmed bug: a failing regression test first, then a minimal fix, then the rest of the tdd gates.

Opt this repo into codeArbiter — scaffold the root-level .codearbiter/ state store.

Read-only 3-metric governance glance — override rate, small-lane rate, sprint low-confidence ratio — each with a trend arrow vs. the prior 20-commit window.

Sanctioned, logged bypass of a gate or hard rule — one audit line, then proceed.

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Zero-onboarding, read-only dry-run of the reviewer fleet against the current uncommitted diff. Predicts reviewers, runs the state-free secret scan, writes nothing.

Trim transcript clutter to extend session lifetime — analyze, prune a copy, or toggle the after-each-turn service. Dry-run by default; gains land at resume/compaction, not the current turn.

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PiG (Pi in Go) is a faithful Go port of upstream Pi, the TypeScript codebase behind the Pi coding agent. It is a parity-bound translation, not a rewrite: upstre…

An AI Agent that lives in your pocket. Local-first and privacy focused.

Unofficial skill that teaches coding agents to build with TypeSafe AI's Jev: typed decisions, calibrated confidence, and prior art from 150+ community projects.

Adaptive Test-time Learning and Autonomous Specialization

Prediction-market trading engine — Wang Transform pricing on 291K+ contracts; paper-traded across Kalshi · Polymarket · Solana DFlow (Jito bundles) · 633 tests

Knowledge Management for Humans and Agents

Open-source Claude Cowork / Codex / WorkBuddy alternative — a local-first AI office agent that turns one request into real PPTX, DOCX, XLSX and HTML files. Runs…

DeepAgent Code: AI coding agent with persistent memory and control plane

Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours.

CLI for Telegram — agent-friendly, daemon-based, with webhook event push.

AI deep-research agent that turns any question into a cited report: plans searches, reads real sources, verifies evidence. Self-hosted, multi-provider, Docker-r…

Event-stream AI Agent framework for building your persona bot 🍊

Give the agent a machine. Just not yours. Each AI coding agent gets its own isolated machine with root, Docker, and systemd - active defense detects and stops t…

Local Emperor-style AI agent with Vue WebUI, multi-provider LLMs, streaming chat, tools, skills, memory, and token telemetry.

Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware researc…

"Never send a human to do a machine's job" - Open Source AI hacking agent

Prismer Cloud

My Personal Blog (Robotics)

Tau Coding Agent - like Pi, but twice as much

Open-source alternative to OpenAI Dots: self-hosted AI chat, tools, approvals, connectors, and computer tasks.