LLM Mart Basic

Covers Highloadblock module — HighloadBlockTable manage API (add/update/delete, lang names), compileEntity() and dynamic DataManager CRUD, user fields (HLBLOCK_{id}), hlblock UF relations and _REF, directory iblock property (UF_XML_ID), ORM events, rights operations (hl_element_*

Covers Bitrix\Main\Web\HttpClient HTTP client — legacy mode and PSR-18 (sendRequest), async Promise, proxies/timeouts, http_client_options, main.HttpClient logger, SSRF, redirects, and GeoIp\Manager lookups. Applied in external API integrations, webhooks, async calls and geolocat

Iblock types/elements/sections, ORM compileEntity, properties, SEO templates. Use for content iblock work.

Covers Landing module — sites/landings, blocks repository, publish/unpublish flow, hooks (Metrika/GA/pixels), customization limits vs classic CMS. Applied for Sites24/landing pages, storefronts, knowledge bases on landing. Key terms — Landing, Site, Block, BlockRepo, publication,

Covers Bitrix localization — Bitrix\Main\Localization\Loc, lang/<code/>/ language files, loadMessages, placeholders in getMessage, Context::getCulture() and culture formats, JS localization via BX.message and $Bitrix.Loc, translate:index for phrase indexing. Applied when adding a

Covers PSR-3 logging in Bitrix — Bitrix\Main\Diag\Logger, FileLogger, SysLogger, NullLogger, LogFormatter, loggers section in .settings.php, named kernel loggers (main.Default, main.HttpClient, main.GeoIpManager, main.EventLog.*), integration with Monolog and third-party PSR-3 lo

Covers creation and maintenance of a custom Bitrix module in /local/modules/<vendor>.<module>/ — CModule class, install/index.php, DoInstall and DoUninstall, install/version.php with $arModuleVersion, registration of events and agents during installation, module options (options.

D7 ORM tablets, ConditionTree queries, Objectify, batch/merge/deleteByFilter writes. Use for entity design, reads, and persistence.

Covers Bitrix performance — composite site, query optimization, replication/clustering, sharding, hot/cold sessions. Applied for high-load optimization beyond basic caching. Key terms — composite, NGINX, replication, sharding, query optimization.

Covers PostgreSQL support in Bitrix — PgsqlConnection, migration from MySQL, compatible code, module support matrix. Applied when configuring or migrating to PostgreSQL Enterprise editions. Key terms — PostgreSQL, PgsqlConnection, migration, compatible-code.

Covers Bitrix project structure — /local vs /bitrix, PSR-4 autoloading, .settings.php, Loader includeModule vs requireModule, placement of components, templates, modules, routes and php_interface, namespaces like Vendor\Module. Applied for "where to put code" questions, module lo

Covers Pull module — sending realtime events to users/channels from PHP, JS subscription overview, watch tags, when to use Pull vs Messenger vs agents, link to BitrixVue. Applied for live UI updates, notifications, collaborative screens. Key terms — pull, Bitrix\Pull\Event, CPull

HttpRequest/HttpResponse, Json/AjaxJson/Redirect, Uri, UuidGenerator. Use instead of $_GET/$_POST and raw headers.

Covers REST module — registering methods from a custom module, scopes, webhook and OAuth overview, rest / restIntegration settings, link to Engine controllers and ActionFilter\Scope::REST. Applied when exposing module APIs to apps, webhooks, or marketplace integrations. Key terms

Covers Bitrix unified operation results — Bitrix\Main\Result, Error, ErrorCollection, typed descendants (AddResult, UpdateResult, DeleteResult, EventResult), difference between Result and exceptions, returning errors from controllers via addError and combining service errors. App

RoutingConfigurator, /local/routes, PublicPageController, site-guard, urlrewrite migration. Use for public/API URLs.

Covers Sale module — API choice (D7 object model vs ORM vs CSale*), FUSER, Basket, Order create/update, properties, statuses and events, payments, delivery/shipments, discounts and coupons, reservation/deduction, permissions, buyer accounts. Applied for cart/checkout, order lifec

CSRF, XSS, SQLi, SSRF, JWT/JWK, access rights, encryption. Use when handling input or auditing security.

Covers SEO module — sitemap generation, robots.txt, webmaster/search-engine engines, keywords/tools orientation; links to iblock IPROPERTY / InheritedProperty for page meta. Applied for crawl maps, Webmaster/Search Console wiring, SEO tooling. Key terms — Sitemap, Generator, Job,

Covers DI container Bitrix\Main\DI\ServiceLocator (PSR-11) — registration of services in the services section of a module's .settings.php file, autowire, retrieving dependencies via has()/get(), constructor injection in application services, action-parameter injection in controll

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.

Scaffold a Python project (FastAPI, Django, library, or CLI) with uv, type hints, testing, and dev tooling

Open a review-action approval window by creating the ./.review-approved flag file. Takes an optional reason string that is recorded in the flag file and an unsigned approval log.

List the review actions that the review-governance policy blocked in this session. protect-mcp 0.7.4 writes no receipt for a denied call, so the list comes from the session, not from ./review-receipts/.

Review software compliance controls, regulatory requirements, and audit readiness

Scan dependencies for vulnerabilities and generate supply chain security evidence

Orchestrate comprehensive security hardening with defense-in-depth strategy across all application layers

Static Application Security Testing (SAST) for code vulnerability analysis across multiple languages and frameworks

Initialises the ShipMate pipeline in the current project. Creates the stories folder, sets up the pipeline state directory, and runs the initial codebase scan to generate project-doc.md and AGENTS.md.

Master pipeline entry point. Routes requirements from a story file through scan → orchestrate → architect → implement → review → QA → playwright stages. Use /ship stories/foo.md to start, /ship status to check progress, /ship resume to continue.

Generate comprehensive investor-ready business case document with market, solution, financials, and strategy

Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios

Generate comprehensive market opportunity analysis with TAM/SAM/SOM calculations

Scaffold a Rust project (binary, library, workspace, or Axum web API) with Cargo, testing, and dev tooling

Execute a comprehensive TDD workflow with strict red-green-refactor discipline

Implement minimal code to make failing tests pass in TDD green phase

Write comprehensive failing tests following TDD red phase principles

Refactor code while keeping all tests green in TDD refactor phase

Resolve a GitHub issue from triage and root cause analysis through test-driven implementation and a pull request

Generate async standup notes from git commits, Jira tickets, and Obsidian notes

Audit UI code for WCAG compliance

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