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kiselev-read

Analyze DEKSDEN channel and chat data in a read-only workflow.

Updated Mar 25, 2026
Search Tags:#reports#analytics#chat#channel#read-only#dedupe#deksden
One-click install
npx skills add https://github.com/almazom/agents_slash_skills --skill kiselev-read
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: kiselev-read
Source: https://github.com/almazom/agents_slash_skills/tree/main/kiselev-read
Command: npx skills add https://github.com/almazom/agents_slash_skills --skill kiselev-read

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides safe, read-only access to DEKSDEN observability data from both the channel and paired chat, enabling fetch, inspection, analytics, comparisons, timelines, and fixed weekly reports without posting or taking actions in the sources.

Core Features & Use Cases

  • Read-only fetch and combined analytics for the DEKSDEN channel and chat.
  • Deduplication of mirrored posts across channel and chat to produce a clean, unified dataset.
  • Guided workflows for day, week, and month analytics, timelines, and extraction of links or GitHub references.

Quick Start

Fetch the latest combined channel and chat data in read-only mode and generate a concise analytic outcome.

Frequently Asked Questions about kiselev-read

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate read-only analytics for Telegram channel and chat data?▼

Read-only analytics for channel and chat data can be generated by fetching combined sources in a safe workflow that inspects and compares metrics without posting or taking actions. Default sources like @deksden_notes and DEKSDEN chat are used.

How do I deduplicate mirrored posts across a channel and its paired chat?▼

Deduplication of mirrored posts across a channel and chat is handled automatically during the fetch process, producing a clean, unified dataset with clear separation of sources for accurate combined analytics.

Can I extract GitHub references and links from channel and chat observability data?▼

Yes, extraction of links and GitHub references from channel and chat observability data is supported through guided workflows, allowing you to pull specific references while maintaining a strict read-only mode.

Does the weekly report template support day, week, and month analytics timelines?▼

Weekly report templates support day, week, and month analytics timelines by using built-in structures to fetch and organize combined channel and chat data into fixed, concise analytic outcomes.

What are the limitations of read-only channel analytics workflows?▼

The primary limitation of this read-only analytics workflow is that it strictly prohibits posting or taking actions in the data sources, restricting usage to fetching, inspecting, comparing, and generating reports.

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