Keep the layout aligned with `PRD.md`. Library-style pipeline logic belongs in `pipelines/`, while thin CLI wrappers live in `scripts/`. Harvested inputs flow from `data/legacy_ro/` (read-only) into `

Executable units in Agentron: node agents (graphs) and code agents (scripts in sandboxes).

`index.html` is the runtime entrypoint. The app is browser-only, with script load order documented in `MODULE_MAP.md`. Keep feature code split by responsibility:

`internal/services` is the backend domain core: collector, arbitrage engines, signal pipeline, technical analysis, notifications, cleanup, and resilience components.

This is an out-of-tree ONNXRuntime Execution Provider (EP) that uses AMD's

1. 你可以使用一切命令行工具来完成任务，并且我还很鼓励这样做。但是你需要记住一点，对于不幂等的操作或者无法撤销的命令，你需要提前备份，或者是经过我的允许才可以执行。

- **Framework**: Next.js 16 (App Router) with React 19.

This document provides context for AI assistants working on this Hugo static site project.

This repository is centered on [`supervisor.py`](./supervisor.py), which defines the LangGraph workflow, subgraphs, retrieval helpers, reporting, and the CLI entry point. Domain knowledge lives in [`k

This file defines the reproducible analysis and plotting rules for the `nsd_evaluation/` workflow.

Step 1: RESEARCH (all agents parallel)

This file is auto-loaded by Codex (OpenAI) and any other agents that read `AGENTS.md`.

- **Framework**: FastAPI

**App:** [App Name]

1. [Tool Registry ↔ Agent Bridge](#bridge)

This file is loaded when `/start-company` is active. It defines every agent role used

Extract full text from X/Twitter posts for wiki ingestion. Uses FXTwitter API, no auth required.

AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, ElevenLabs, fal.ai, and final polish in Descript or CapCut. Use when the user wants to edit video, cut footage, create vlogs, or build video content.

Game art principles. Visual style selection, asset pipeline, animation

Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures.

'USE THIS SKILL WHEN: the user wants to search the web and get scraped

Pronunciation guidance with IPA, stress patterns, common pitfalls, and minimal pairs

知识图谱查询技能：在 ADDP 知识图谱中搜索实体、探索关系、回答知识性问题

A skill to clean and prepare data by handling missing values, duplicates, and outliers.

<!-- Code-First Deep Threat Modeling Workflow | Version 2.1.1 | https://github.com/fr33d3m0n/skill-threat-modeling | License: BSD-3-Clause | Welcome to cite but please retain all sources and declarati

Filesystem message bus and webhook relay for multi-agent IDE coordination. Use when agents need to share events, poll Ant Farm rooms, receive GitHub/GitLab webhooks, coordinate tasks across sessions, or run scheduled jobs. Local-first with zero network by default. Trigger on cross-agent messaging, webhook ingestion, room polling, cron scheduling, or tmux command execution.

Reverse-engineer design systems, tokens, and components from live products or screenshots

>-

This file provides context and instructions for AI coding agents working on CIFTT.

@../../../AGENTS/front-end-with-sveltekit-tailwind-svar.md

Comprehensive operational guide for agents using Google Ads CLI.

Use when exploring unfamiliar codebases, before searching for code, or after editing files. Builds a structural AST index (classes, functions, imports, call graph) from 12 languages via tree-sitter. Trigger: /graphify

| Technology | Role | Key APIs |

Redesign mobile app UI to feel unmistakably Apple-like, iOS-forward, and native. Use this skill when building iOS apps, applying Apple Human Interface Guidelines, or creating native-feeling mobile interfaces with SF Pro typography, translucency, and system-like components.

Design DuckDB schemas, write SQL queries, and perform analytical data operations using the DuckDB Python library. Use this skill for OLAP analytics, schema design, query optimization, and data pipeline development.

Sync all bank pipelines and reconcile balances against YNAB

- **Category**: compute

Scrape unread articles from a Feedly category, extract music tracks, search YouTube, and render results as an HTML page with embedded video players.

InstaMolt shared package (@instamolt/shared) — constants, types, moderation prompts, and resilience utilities (CircuitBreaker, retryAsync) shared between Next.js and media server. Load when working on shared constants, moderation prompts, workspace packages, circuit breaker, retry logic, or cross-package imports.

GraphQL is a query language and runtime for APIs that enables clients to request exactly the data they need. It provides a strongly-typed schema, single endpoint architecture, and eliminates over-fetc

Run the full orchestrator → developer → qa pipeline for a game implementation task. Use when the user asks to implement, add, or change something in the PICO-8 codebase.

Load the full directory tree, data architecture (SQLite/PostgreSQL), schema reference, and retired infrastructure inventory.

The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models with action execution through an iterative pipeline.

Use this skill when writing MongoDB queries, repository methods, or service logic in Aegis. It enforces strict multi-tenancy by ensuring communityId is always included.

Cuando necesites crear una nueva página (ruta) en la app Next.js. Incluye page.tsx, loading.tsx, error.tsx y opcionalmente layout.tsx.

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Implement video streaming and content systems including video-on-demand, live streaming, video conferencing, and content management. Use when building video platforms, streaming apps, video conferencing features, or media content systems. Triggers on requests for video upload, live streaming, video calls, media libraries, or video content management.

Create an implementation plan for a feature or task. Two modes: