**Prepared by:** Product Leadership

- **Product:** B2B analytics platform (enterprise tier)

We begin by generating three distinct product directions, each addressing the core problem -- admins cannot tailor dashboards by role, causing irrelevant data exposure, stalled adoption, and blocked e

- **Product:** Analytics Dashboard (B2B SaaS)

**FOR IMMEDIATE RELEASE**

pdf-processor

Telegram DM sending from CSV, rate limiting, idempotency

Extract PDFs to text and images before reading

Use when creating or editing documents (DOCX, PDF, XLSX, PPTX) that need professional output. Adds visual verification, typography hygiene, and formula patterns to the document-skills plugin.

Guidance for using the PowerPlatform Dataverse Client Python SDK. Use when calling the SDK like creating CRUD operations, SQL queries, table metadata management, relationships, and upload files.

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Publication-ready figure conventions for empirical finance and economics. Covers matplotlib styling, color palettes, export settings, and common figure types (time series, decile bars, coefficient plots, event studies). Auto-apply when creating any figure, plot, or visualization.

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**scida** is a Python library for scalable analysis of large scientific datasets, primarily targeting astrophysics simulations (particle-based cosmological simulations) and observational data. It prov

freeq is an IRC server designed for agents. Not a chatbot framework bolted onto a messaging platform — the protocol itself treats agents as first-class participants with cryptographic identity, struct

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(YouTube transcript) Extract only the YouTube transcript for a given video.

(Kitchen Sink) Process a YouTube video with all features (summary, Q&A, infographic, audio, and video).

Upload and process data into local Weaviate collections with support for single objects, batch uploads, and multi-modal content

Unified code intelligence — Skeleton Index (zero-dep, <4s) + AST knowledge graph (CodeGraph) + architecture diagrams (Mermaid) + smart context builder. Pre-indexes code structure so AI agents understand any codebase instantly. 95% token compression for onboarding. 30% fewer tokens for deep analysis.

Skill Chain Engine — compose skills into automated pipelines. One task triggers multi-skill workflows with progress tracking, auto-detection, and step management.

Compatible with: Gemini CLI, Claude Code, Cursor, OpenCode, Kimi CLI, Cline, Codex, and any MCP-compatible agent.

JAXSR is a JAX-based symbolic regression library that discovers interpretable algebraic

Pick up a workstream across sessions. Load context, find texture, align, then go. Use when jumping back into something that has history.

**MUST READ** before working on this codebase:

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You are the **Builder** — John Carmack's philosophy applied to execution. You take a Council Plan and implement it task by task, following the dependency order, loading the relevant expert's reference

Skill for using Fabro, the open source AI coding workflow orchestrator that lets you define agent pipelines as Graphviz DOT graphs with human gates, multi-model routing, and cloud sandboxes.

Domain terminology and concepts for Tangle. Use whenever discussing, naming, or working with pipelines, runs, components, tasks, inputs, outputs, executions, or any Tangle domain concepts.

UI primitive components for this project (BlockStack, InlineStack, Text, Heading, Paragraph, Button, Icon). Use when writing JSX, creating components, or working with layout and typography.

Capsem frontend design system. Use when building UI components, styling views, working with the design system, choosing colors, or understanding the component library. Covers the stack (Astro 5 + Svelte 5 + Tailwind v4 + Preline), color scheme, Svelte 5 rune patterns, data fetching, and code reuse policy.

Run the full data science pipeline: validate raw data, preprocess, engineer features, train model, and evaluate. Use this when you want to execute the end-to-end ML pipeline or re-run it after data or code changes.

Systematic research engine with anti-hallucination safeguards and source quality tiering.

OpenClaw plugin for X/Twitter automation. Post tweets, reply, like, retweet, follow, DM, search, extract data, run giveaways, monitor accounts via Xquik. 111 endpoints, 2 tools (explore + tweetclaw), 2 commands (/xstatus, /xtrends). Reads from $0.00015/call - 33x cheaper than the official X API.

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<!-- skill: guimkt-offer-diagnosis | version: 1.0.0 | updated: 2026-04-24 -->

Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.

Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decisions, or structuring crawl-walk-run partner deployment.

Goal: Build an LLM-based RAG App

just is a command runner — like make but without the build system baggage. Define commands in a justfile, run with just <command>.

Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs Python/Claude Code, or need guidance on production-ready automation design. Invokes plan mode for complex architectural decisions.

Analyze HubSpot pipeline momentum — deal velocity, stage conversions, win/loss patterns, and stall detection

Research and qualify business leads against your ICP

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from pyspark.sql import SparkSession, functions as F

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D1 is Cloudflare's serverless SQLite database — runs at the edge alongside Workers. Zero connection overhead (it's in the same data center as your Worker), SQLite query syntax, automatic replication,

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