LLM Mart Basic

Build or audit interactive WordPress blocks with the Interactivity API: block.json interactivity support, viewScriptModule, PHP state/config/context helpers, data-wp-* directives, @wordpress/interactivity stores, hydration, async actions, and WordPress 7.1 binding rules. Use for

Prepare, expose, and audit WordPress-authored JSON Schemas with the WordPress 7.1 JSON Schema API. Covers wp_prepare_json_schema_for_client, wp_get_json_schema_allowed_keywords, draft-04 versus rest-api profiles, required-property conversion, recursive schema cleanup, empty-objec

Handle dates, times, and numbers in WordPress plugins with

Implements and audits WordPress post, user, term, comment, and

Implements and audits WordPress built-in password-protected posts, pages, and custom post types. Covers `post_password`, `post_password_required()`, `get_the_password_form()`, the `wp-login.php?action=postpass` handler, `wp-postpass_` cookie semantics, REST `password` requests, c

Implement or audit integrations with the experimental WordPress Presence API feature plugin 0.1.23. Covers the seven public PHP functions, post and admin rooms, the per-site wp_presence table and TTL, Heartbeat transport, REST read/write/delete/rooms endpoints, per-room capabilit

Implement or audit WordPress plugin privacy integration with

Review and implement WordPress core query-cache usage on WP 6.9+,

Scaffold and audit inbound custom WordPress REST API endpoints

Audits WordPress plugin or theme PHP code for the most common

Audit how WordPress plugins and classic themes store settings and configuration. Use when reviewing get_option/update_option/add_option/register_setting/settings_fields/options.php, Customizer add_setting/get_theme_mod/set_theme_mod, theme_mod vs option decisions, associative-arr

Configure or audit WordPress speculative loading and Speculation Rules: prefetch/prerender mode, eagerness, safe URL exclusions, custom rules, per-link opt-out, cache/session correctness, and WordPress 7.1 host default constants. Use when a plugin owns frontend URLs, carts, logou

Generate and audit block-style CSS with WordPress's public Style Engine functions. Covers wp_style_engine_get_styles, wp_style_engine_get_stylesheet_from_css_rules, wp_style_engine_get_stylesheet_from_context, style objects, preset tokens, selectors, rule groups, request-local co

Register, discover, render, and audit SVG icons with the public WordPress 7.1 Icons API. Covers wp_register_icon_collection, wp_register_icon, wp_get_icon, unregistering icons and collections, collection/name rules, inline content versus file_path, core SVG sanitization limits, a

Handle UTF-8 and text encoding safely in WordPress plugins,

Extend or audit WordPress 7.1 entity list and form defaults through the View Config API used by DataViews-based screens. Covers wp_get_entity_view_config, wp_get_entity_view_config_hook_name, dynamic get_entity_view_config filters, WP_View_Config_Data merge/replace/set/remove sem

Programmatically clear WP Rocket cache from a third-party plugin / theme when data changes — the public rocket_clean_* function family (rocket_clean_post, rocket_clean_files, rocket_clean_term, rocket_clean_user, rocket_clean_home, rocket_clean_minify, rocket_clean_cache_busting,

Customize WP Rocket behavior from a third-party plugin /

Expose, scope, or secure WP Rocket settings for AI / MCP

Audit whether a WordPress plugin or classic theme is WPML-compatible end to end. Use when asked "is this plugin WPML compatible?", "why does this shortcode/string/page not translate?", or when code has wpml-config.xml, stored page/product/term IDs, get_permalink/home_url, shortco

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.

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.

Inspect architectural variances with SMARTS; record only explicit user choices. Report-only requests make no changes.

Restructure code without changing observable behavior: rename, extract, inline, move, deduplicate, or replace an internal implementation with an equivalent one. Prove parity through unchanged pre-existing tests. Not for new behavior, bug fixes, explanation-only questions, or committing finished work.

Prepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.

Review a diff with the reviewer fleet, funneled to one triaged verdict. Targets the current working diff, a path, or an inbound GitHub PR.

Exploratory spike on a throwaway branch — answer a named question with disposable code. Never merges; exits to a findings note or /ca:feature.

Autonomous sprint — one interactive spec gate, then plan-to-PR execution with every auto-decision SMARTS-scored and logged. Hard gates remain true stops.

Daily repo hygiene — review the day's repo state, then perform the cleanups under per-action confirmation. Fast-forward only, never destructive without a yes.

Show the project's current state at a glance — stage, open tasks, open questions, overrides since the last checkpoint, current branch. Read-only.

Wire codeArbiter's statusline into ~/.claude/settings.json, or remove it.

The sanctioned task-board mutator — add a queued task, start one (flips to in-progress and stamps the date, minting a dotted ID on pick-up), or mark an in-progress task done. The only blessed write to open-tasks.md.

Threat-model a sensitive design with STRIDE on request. Read-only analysis of threats, controls, and implementation constraints.

Run an opt-in deep codebase audit with persisted findings. Confirm cost before dispatch; filing and telemetry need separate approval.

Watch a PR's CI to completion — diagnose on red, notify and offer the merge on green. Never auto-merges.

Reviews a new or changed third-party dependency before adoption. The read-only

A read-only health scan of every recorded ADR under `.codearbiter/decisions/`. For each one it

Records an architectural decision as a numbered, dated ADR under `.codearbiter/decisions/`.

Assembles everything codeArbiter logs — `overrides.log`, `triage.log`, `decisions/`,

The one exception to codeArbiter's slash-command pipeline: a lightweight question-and-answer

A periodic whole-repository review. The caller supplies the reviewer unit list to

Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.

Agent OS: the agent gets smarter on its own. We just hold the line: the grading command and expected result never make it into the success contract we hand it.…

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

:memo: Vimlike Modal Text Editor in Rust

CI-native security testing for MCP servers. Attack simulation, schema drift detection, and health scoring before agents depend on them.

Hermes Agent memory plugin/provider for scope-aware recall, SQLite truth, LanceDB semantic search, and hybrid retrieval.

For You Agent——AI 时代的个人随身数字人格。把你的模型、AI 账号、技能、提示词和工作方式，带到每一个 AI 工具里。

A coding agent: give it a prompt and it reads, writes, runs commands, and searches code in a loop until the work is done, using native tool-calling across OpenA…

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and…

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

DeepSeek Harness Desktop (dsh-desktop). EAC: Embracing All Creation (揽尽万象). Bundled Node.js runtime with full dsh-CLI kernel, one-click startup, 10 built-in UI…

See your agent think. Zero-config observability & governance for 26 AI agent runtimes: Claude Code, Cursor, OpenAI Codex, GitHub Copilot, Gemini CLI, Cline, Ope…

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP…

Yet another coding agent harness, lightweight and written in go.

a coding Agent from pi. ∞ providers, sub-agents, hashline edits, and a permission gate

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting…

🧠 Leon is your open-source personal assistant.

The Station, an open-world multi-agent environment that models a miniature scientific ecosystem.

The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol

VelaTerm = iTerm2 + Codex, The Best Terminal for AI Coding