LLM Mart Basic

Security auditing, vulnerability assessment, and secure coding review. Identifies OWASP risks and recommends mitigations.

Actively monitors all agent activity and provides real-time guidance. Assign as a shadow for high-stakes or learning scenarios.

Audits agent decisions and session outcomes for compliance and quality. Assign as a shadow for end-of-session review.

Reviews code changes for quality, security, and best practices. Assign as a shadow to monitor another agent's code output.

Test writing (unit, integration, e2e). Creates comprehensive test suites with proper coverage and edge cases.

A research-focused worker that investigates code, docs, and options then reports findings via Agent Relay. Use when you need deep analysis or investigation.

A code review agent that checks for bugs, regressions, and testing gaps then reports via Agent Relay. Use when you need a second pair of eyes on changes.

A background worker agent that communicates via Agent Relay. Use when you need to delegate a task to a worker that reports back via Relay messaging.

CAgent, addBackgroundJob, Messenger brokers/queues. Use for deferred and async processing.

Covers business processes (bizproc) — start/stop workflows from PHP, document types, custom activities in /local/activities/, boundary vs agents/Messenger; mentions bizprocdesigner. Applied for approvals, document workflows, automation activities. Key terms — CBPDocument, CBPRunt

Covers caching in Bitrix — Cache (unmanaged), ManagedCache, TaggedCache, ORM auto-cache, component cache via startResultCache/endResultCache, Composite Site, cache engine configuration (files, memcached, redis) in .settings.php. Applied when optimizing performance, invalidating b

Covers Trade Catalog module — products, SKU/offers, prices, inventory, discounts, bundles, export/import, catalog API choice. Applied for e-commerce features requiring prices, stock, and sale integration. Key terms — catalog, product, SKU, offer, price type, CCatalogProduct, cata

Covers CMS fundamentals — sites, site templates, menus, page templates, includes, breadcrumbs, styles/CSS handling (styles.css vs template_styles.css, Asset::addCss, SetAdditionalCSS), user groups, user fields, admin panel. Applied for site structure and content management tasks.

Bitrix components: class.php, templates, cache, SEF, Controllerable AJAX. Use when building or editing components.

Covers Bitrix CLI tools — php bitrix/bitrix.php, generators make:module/make:controller/make:tablet/make:entity/make:service/make:event/make:eventhandler/make:message/make:messagehandler/make:component/make:request, kernel commands (orm:annotate, messenger:consume, translate:inde

Engine Controller/JsonController: thin actions, filter attributes, CurrentUser, errors. Use for AJAX/REST/routed endpoints.

Covers direct database work in Bitrix — Application::getConnection(), Connection, MysqliConnection, SqlHelper, SqlExpression, raw SQL queries via query()/queryExecute()/queryScalar(), transactions (startTransaction/commitTransaction/rollbackTransaction), DDL and schema migrations

Covers date and time in Bitrix — Bitrix\Main\Type\Date and DateTime, parsing and formatting by kernel masks, date arithmetic, time zones via toUserTime/disableUserTime/enableUserTime, Context::getCulture() and locale formats, conversion to timestamp. Applied when building schedul

Covers Bitrix event system — new model (Bitrix\Main\Event, EventResult, EventManager::addEventHandler, make:event, make:eventhandler) and old model (OnBefore*/OnAfter* hooks in CIBlock, CUser, CSale and other classic APIs). Applied when integrating modules, entity lifecycle hooks

Covers Bitrix JS/CSS extensions — /local/js/ structure, bundle.config.js, config.php, Extension::load, @bitrix/cli build, CoreJS imports. Applied when adding frontend code to modules, components, or admin pages. Key terms — extension, bundle, Extension::load, bundle.config.js, co

A green PR, a controller reporting success, and not one line of the new code running

Discover testnet↔mainnet subnet lineage from repo configs and open a PR for review (pass --dry-run to report only)

Triage raw inbox notes into reviewed repository destinations without deleting their sources.

Audit and rewrite content to remove AI writing patterns

Log a completed piece of content to content/log.md after the user confirms it was published.

Validate a dream artifact, review each proposal, and apply only individually accepted changes.

Run a curator pass against the validated memory directory and produce a proposal artifact.

End a session — log what happened, update state and the decision log, propose memory updates, and check for uncommitted or unpushed work

Find relevant context files by topic. Use when you need to load files for a topic without a slash command, or when a task spans multiple domains.

Inventory and migrate selected Gemini CLI workflows with dry-run review and parity checks.

Find repeated workflows in selected Gemini CLI sessions and draft portable skills after review.

Scan multi-session drift and offer individually reviewed fixes only after explicit approval.

Scan orphaned worktrees and stale branches, then offer explicit approval-gated cleanup.

Guided onboarding or import for durable workspace context

Start a session — load state files, flag staleness, and give a briefing on current priorities, deadlines, and blockers

Create a morning heartbeat from repository state and update the local heartbeat log.

Mid-session checkpoint — append progress to today's session log and update state files if a priority shifted, without ending the session

Maintainer-only. Find every file that would newly ship to adopters, classify each one against the written distribution-boundary categories, default to withhold on no clean match, and ask the maintainer only where the taxonomy does not settle it. Drives the release CLI, which refuses to produce a manifest until every shipping file has an answer.

Audit memory, wiki, and auto-loaded files for duplication, conflicting instructions, and stale content. The default path researches, then asks you a single Apply / Discuss / Decline question; on Apply it applies the report, files any out-of-scope problem as a tech-debt issue, then commits, opens a PR, and merges it on a main-branch run like /update-deps. Pass --apply to re-run the apply-and-publish stage against the most recent report.

Fix the tech-debt backlog, a single issue or a recommended related batch, highest severity then oldest first, on a fresh isolated branch through the audit gate, closing the issue(s) on merge. Pass `list` to see the ordered backlog, `why <issue-number>` to explain the recommendation, or a bare `<issue-number>` to fix that issue directly.

Health-check and auto-heal this project's Claude integration, triage, heal, verify, and report an F-to-A+ grade.

The fastest way to put Volcengine Ark in your terminal and your AI agent — go from prompt to generated media, multimodal answer, or deployed endpoint in a sin…

本地私有、开源的自进化跨平台 AI 内容发现 Agent：先理解你，再主动从 B站、小红书、抖音、YouTube、X、知乎、Reddit、微博等平台与开放 Web 寻找内容。（支持 deepseek harness 插件） | Local-first open-source cross-platform AI cont…

Persistent memory for AI coding agents — one verified kb_search replaces the grep/find/ls orientation loop. Cross-repo, CPU-only, zero token spend.

AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Co…

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, emotions, and autonomous payments. MCP server · x402 · Solana/EVM · Three.js. Embe…

XLSX parser for LLMs, RAG, LangChain, LangGraph, CrewAI, Claude, MCP — turns Excel (.xlsx) into citation-ready JSON with formulas, charts, dependency graphs, an…

Hermes-Relay — Your Hermes AI agent, in your pocket — chat, voice, and control.

A minimalist, terminal-native coding agent written in C.

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 19 tools. Works with Claude, GPT-4, or local models. For authorized security research only.

AI pair programming in your terminal — one static binary, sub-ms startup, any model

Where data access meets operational intelligence

Build your own security agents. Open-source framework for agents with live, read-only access to your infrastructure, with no path to widen it. Reasons across AW…

Multi-workspace terminal aggregator with Claude Code AI integration

Go implementation of AI coding agent

Harness engineering beginner tutorial, from 0 to 1

Generate images directly in DeepSeek Harness chats

A smarter, self-hosted AI assistant — multi-user, multi-agent.

Turn any research paper into a commercialization report — 6 AI agents, TRL/MRL scoring, patent landscape, market intelligence, verified citations. DeepSeek / Op…

Power BI CLI - semantic models (.NET TOM) and PBIR reports for token-efficient AI agent usage, built for Claude Code