reading-list-prioritizer

reading-list-prioritizer is a skill for Claude Code, Codex from KirKruglov/claude-skills-kit. It costs 78 tokens per session (1,702 once invoked), scanned A, original, MIT.

A tool that sorts a local Markdown reading list by topic and usefulness for your role, then creates a weekly reading plan.

In plain words
What is it for?
It helps prioritize links or titles from a Markdown file into high-, medium-, and low-priority reading groups.
Why use it?
It helps reduce a long saved-article list to a manageable shortlist instead of leaving every item equally urgent.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It helps prioritize links or titles from a Markdown file into high-, medium-, and low-priority reading groups.

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Install with agentmods
npx agentmods add skills/kirkruglov/claude-skills-kit/reading-list-prioritizer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add KirKruglov/claude-skills-kit --skill reading-list-prioritizer
Clone the repo
git clone --depth 1 https://github.com/KirKruglov/claude-skills-kit

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for reading-list-prioritizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/kirkruglov/claude-skills-kit/reading-list-prioritizer/github.svg)](https://agentmods.dev/skills/kirkruglov/claude-skills-kit/reading-list-prioritizer)
Your own site
<a href="https://agentmods.dev/skills/kirkruglov/claude-skills-kit/reading-list-prioritizer"><img src="https://agentmods.dev/badge/skills/kirkruglov/claude-skills-kit/reading-list-prioritizer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for reading-list-prioritizer

Your own site · 80×15
<a href="https://agentmods.dev/skills/kirkruglov/claude-skills-kit/reading-list-prioritizer"><img src="https://agentmods.dev/badge/skills/kirkruglov/claude-skills-kit/reading-list-prioritizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,702 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00078 $0.01702
Opus 5 $0.00039 $0.00851
Sonnet 5 $0.00016 $0.00340
Haiku 4.5 $0.00008 $0.00170

Measured 12d ago against content hash 0f3bf6fdd875, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

reading-list-prioritizer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/personal-productivity/reading-list-prioritizer/SKILL.md · 156 lines

How it starts

The opening of the file, as written. The whole thing — 156 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Reading List Prioritizer

This skill takes your personal reading list (a local markdown file with article titles and/or URLs) and returns a structured weekly reading plan: items scored by relevance to your role, grouped by topic, with a "Read this week" shortlist at the top.

Input:

  • A markdown file (.md) with your reading list — one item per line, as [Title](URL) links, bare URLs, or plain text titles
  • Your role or current focus area (stated in 1–2 sentences in your message)

Output:

  • Markdown response with a prioritized "Read this week" shortlist + full list grouped by topic, each item labeled [High] / [Med] / [Low]

Language Detection

Detect the user's language from their message:

  • If Russian (or contains Cyrillic): respond in Russian
  • If English (or other Latin-script language): respond in English
  • If ambiguous: respond in the language of the trigger phrase used

Instructions

Step 1: Validate Input

  1. Check that a reading list file has been provided (uploaded or pasted)

    • If no file and no pasted list: stop and return: "Please provide your reading list as a .md file or paste the list directly."
    • Accepted formats: .md file, pasted markdown list, plain text list
  2. Check that the user's role or focus area is stated in their message

    • If missing: ask for it before proceeding — "What's your current role or focus area? (e.g., 'PM focused on AI product strategy')"
    • Do not guess or assume a generic role — prioritization depends on it
  3. Validate file content: must contain at least 3 parseable items

    • If fewer than 3 items: proceed but note "Short list — showing all items with priority labels"
    • If file is empty or contains no recognizable items: stop with message "The reading list appears empty. Please check the file format."

Step 2: Parse the Reading List

  1. Read each line of the list and extract:
    • Title: from [Title](URL) format, or plain text line, or domain-derived label if only a bare URL
    • URL/domain: extract domain from URL if present (e.g., nngroup.com, hbr.org, stratechery.com)
    • Tags or notes: if the user appended a tag or comment after the link (e.g., [Article](url) #ux), extract them

Read the full file on GitHub · 156 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 156 lines · 78 tokens per session scan A 0f3bf6fdd875

Subscribe to this mod's changes

reading-list-prioritizer is a skill published in the GitHub repository KirKruglov/claude-skills-kit (18 stars, last pushed 1mo ago), licensed MIT. It adds 78 tokens to every session and 1,702 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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