MASFT taxonomy of multi-agent failure modes (Berkeley 2025) — 14 modes in 3 categories. Five industry-recurring modes: hallucinated actions, scope creep, cascading errors, context…
OpenTelemetry JS SDK for distributed tracing across agent chains. Span creation, context propagation (W3C Trace Context), OTLP export, baggage passing, and auto-instrumentation…
Automate Short Menu tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Release It! (Michael Nygard) — Minimal rules — essential one-liners only. Use when asked to apply Release It! principles or review code against Release It! standards.
Expert guidance for Groq, the LLM inference platform that provides the fastest token generation speeds available, powered by custom LPU (Language Processing Unit) hardwar — from…
Expert guidance for Falco, the CNCF runtime security tool that detects anomalous behavior in containers and Kubernetes clusters using system call monitoring.
Harness-native operator system cho agentic work — skills, instincts, memory optimization, security scanning, cross-harness workflows. 205K stars.
Automate Fireflies tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Flexisign tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Storerocket tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Use when testing, debugging, or making targeted improvements to rendered frontend apps through the Build Web Apps or web dev plugin: local dev servers, UI regressions, in — from…
StreamingLLM attention sink patterns for infinite-context LLM inference. Attention sink tokens, rolling KV cache window, no recomputation on eviction, and enabling agents to…
Automate Datagma tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Recognize the recurring security failure modes of LLM coding agents — Claude Code, Copilot, Cursor, Windsurf, and similar.
Offensive security review of the current local codebase — scan for OWASP Top 10 vulnerabilities, hardcoded secrets, misconfigurations, and broken access control.
When the user wants to create mock API servers locally using Mockoon with its GUI or CLI. Also use when the user mentions 'mockoon,' 'API mocking,' 'mock server,' 'mock API,'…
Automate Logo Dev tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Toneden tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Inspect macOS signing, entitlements, and Gatekeeper issues. Use when diagnosing code signing, sandbox, hardened runtime, or trust failures.
Hyperdrive P2P distributed filesystem for sharing agent sandboxes and source code. Content-addressed files, sparse sync, versioned snapshots, and P2P replication via Hyperswarm.
Refactoring Guru (Refactoring.Guru) — Condensed rules — key principles distilled. Use when asked to apply Refactoring Guru principles or review code against Refactoring Guru…
Production-grade motion engineering from 20 repos. Spring physics, custom easing curves, GPU compositing rules, scroll-driven animations, micro-interactions, Lottie integration,…
Expert guidance for Cosign, the Sigstore tool for signing, verifying, and attaching metadata to container images and other OCI artifacts.
Automate Chatwork tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Safely collect stream data into a string or buffer. get-stream patterns, size limits to prevent OOM, encoding handling, binary vs text streams, and timeout guards.
Use when asked to analyze hook activity, token usage, audit logs, or agent behavior patterns. Triggers on: 'xem log', 'hook nào fire nhiều', 'token usage', 'audit trail', 'what…
Harden iOS and macOS apps against the platform-specific failure modes. Covers Keychain accessibility tiers, App Transport Security, certificate pinning tradeoffs, file protection…
Automate Conveyor tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Sitespeakai tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Moonclerk tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Triage and orient GitHub repository, pull request, and issue work through the connected GitHub app. Use when the user asks for general GitHub help, wants PR or issue summ — from…
When the user needs to build a LinkedIn authority system, create social content strategy, define content pillars, write posts, or establish thought leadership positioning.
Automate Hashnode tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retrieving/ana — from…
Automate Apollo.io lead generation -- search organizations, discover contacts, enrich prospect data, manage contact stages, and build targeted outreach lists -- using nat — from…
Automate Waiverfile tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Modelry tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Straightforward, no-frills design with clean typography, neutral colors, and intuitive layouts that stay out of the way.
Automate Google Slides tasks via Rube MCP (Composio): create presentations, add slides from Markdown, batch update, copy from templates, get thumbnails.
Generate a complete design token system for a new project — color palette, typography scale, spacing, shadows, and border radius — tailored to the product type (SaaS, e-commerce,…
Apply the OWASP API Security Top 10 to REST and GraphQL endpoints. Covers broken object-level authorization (BOLA), mass assignment, excessive data exposure, unrestricted resource…
Automate Apilio tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Handle Venice API errors correctly. Covers the StandardError / DetailedError / ContentViolationError / X402InferencePaymentRequired body shapes, every meaningful status c — from…
Cozy cafe-inspired interface with warm tones, soft typography, and clean layouts for a relaxed browsing experience. — from phamlongh230-lgtm/yamtam-engine
Smart layout patterns and aesthetic engineering from 20 production repos. Shadcn command patterns, floating UI positioning, virtual lists, drag-and-drop, resizable panels, CSS…
Inspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cas — from…
Automate Loomio tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent verification lanes without…
NVIDIA Triton Inference Server for production GPU model serving. Model repository layout, dynamic batching, concurrent model execution, gRPC/HTTP clients, and ensemble pipelines.
Call POST /chat/completions on Venice. Covers the OpenAI-compatible request shape, Venice-only venice_parameters (web search, E2EE, characters, thinking control, X search — from…
Submit compact EpiGraphDB API requests for ontology, literature, MR, gene-drug, and support-path evidence.
Automate Scrapingant tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Inspect Microsoft SharePoint context, discover the right site or library, and prepare safe changes. Use when the user wants site, page, or file review, ownership and status…
When the user needs to design an interview process, create interview questions, build scorecards, calibrate interviewers, or evaluate candidates for a role.
XState finite state machines and actor model for agent lifecycle management. State/transition definitions, guards, actions, spawned child actors, and agent state visualization.
Automate Nango tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Automate Blackboard tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine
Node.js-native Raft consensus implementation for embedding distributed consensus directly into agent processes.
Design custom metric packs for plugin-eval so teams can add local evaluation rubrics that emit schema-compatible checks and metrics.
Automate Tomba tasks via Rube MCP (Composio). Always search tools first for current schemas. — from phamlongh230-lgtm/yamtam-engine