reader-response-writer

reader-response-writer is a skill for Claude Code from ur-grue/autopunk-media-skills. It costs 40 tokens per session (1,700 once invoked), scanned A, original, MIT.

A draft reply to a reader's letter, subscriber email, or complaint, written in the publication's usual voice. It addresses the reader's specific question, correction, compliment, or concern.

In plain words
What is it for?
Use it to answer reader feedback, handle factual corrections or complaints, and respond to cancellation concerns.
Why use it?
It helps you respond quickly and carefully without making sensitive replies sound copied or impersonal.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the autopunk-media-skills plugin — 187 skills shipped together

Good fit Use it to answer reader feedback, handle factual corrections or complaints, and respond to cancellation concerns.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ur-grue/autopunk-media-skills/reader-response-writer
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 ur-grue/autopunk-media-skills --skill reader-response-writer
Clone the repo
git clone --depth 1 https://github.com/ur-grue/autopunk-media-skills

Made for: Claude Code.

Or install autopunk-media-skills, the plugin that ships this one along with the rest of its 187 skills.

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 reader-response-writer

README.md
[![agentmods](https://agentmods.dev/badge/skills/ur-grue/autopunk-media-skills/reader-response-writer/github.svg)](https://agentmods.dev/skills/ur-grue/autopunk-media-skills/reader-response-writer)
Your own site
<a href="https://agentmods.dev/skills/ur-grue/autopunk-media-skills/reader-response-writer"><img src="https://agentmods.dev/badge/skills/ur-grue/autopunk-media-skills/reader-response-writer/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 reader-response-writer

Your own site · 80×15
<a href="https://agentmods.dev/skills/ur-grue/autopunk-media-skills/reader-response-writer"><img src="https://agentmods.dev/badge/skills/ur-grue/autopunk-media-skills/reader-response-writer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,700 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00040 $0.01700
Opus 5 $0.00020 $0.00850
Sonnet 5 $0.00008 $0.00340
Haiku 4.5 $0.00004 $0.00170

Measured 7d ago against content hash 68ce864b8f30, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

reader-response-writer 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 7d 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/newsletter/writing/reader-response-writer/SKILL.md · 89 lines

How it starts

The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Reader Response Writer

What This Skill Does

Drafts a thoughtful, on-brand response to a reader letter, subscriber email, or audience complaint — matching the publication's voice while addressing the reader's specific concern or question.

When To Use This Skill

  • A reader has written in with a question, correction, compliment, or complaint and you need to reply promptly and professionally
  • You receive a high volume of reader emails and need to draft responses efficiently without sounding templated
  • A reader has raised a sensitive issue — a factual error, an offensive passage, a cancellation threat — and the response needs to be carefully worded
  • You want to turn a reader interaction into a relationship-building moment that increases loyalty and reduces churn

What You Need To Provide

Required: The reader's original message (full text or a close summary); the publication name and a brief description of its voice and tone (e.g., "warm and informal," "authoritative but approachable," "journalistic and direct").

Optional: The reader's name and how they should be addressed; the context of what prompted the message (which edition, article, or episode they are responding to); any factual background the response needs to account for (e.g., "the statistic they flagged was actually correct — here is the source"); the desired outcome (retain the subscriber, acknowledge and move on, invite further dialogue, issue a correction); whether the response will be private (email reply) or public (published in a letters section or read on air).

How the Assistant Approaches This

  1. Reads the reader's message for both content and emotional register. Identifies what the reader is asking for (information, acknowledgment, correction, an apology) and how they are feeling (frustrated, curious, appreciative, hostile). The response must address both — answering the question while matching the emotional context.

  2. Matches the publication's voice, not the reader's. If a reader writes angrily, the response does not mirror the anger — it responds in the publication's established voice. If the publication is warm and informal, the response is warm and informal even when addressing a complaint. Consistency of voice builds trust.

Read the full file on GitHub · 89 lines

Files

What ships with it

1 file 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. 7d ago First seen · 89 lines · 40 tokens per session scan A 68ce864b8f30

Subscribe to this mod's changes

reader-response-writer is a skill published in the GitHub repository ur-grue/autopunk-media-skills (30 stars, last pushed 10d ago), licensed MIT. It adds 40 tokens to every session and 1,700 once invoked, about $0.0002 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 2026-09-04.

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