Git
v1.0.0

reader-comments-analyzer

by @ur-grue0 pulls
URLopenbooklet.com/s/reader-comments-analyzer
Pinnedopenbooklet.com/s/[email protected]
APIGET /api/v1/skills/reader-comments-analyzer

Reads a batch of reader comments and produces a structured summary of recurring themes, unanswered questions, emotional tone, and actionable editorial signals — so editors and journalists can understand what their audience actually took from a piece.

21 skills from this repour-grue/autopunk-media-skills
reader-comments-analyzerviewing
alt-text-writerskills/magazine-journalism/writing/alt-text-writer/SKILL.md

Writes descriptive alt text for editorial images following WCAG accessibility guidelines — concise enough for screen readers, specific enough to convey the image's editorial purpose.

archive-institution-finderskills/research/locations-logistics/archive-institution-finder/SKILL.md

Identifies which museums, national archives, libraries, film institutes, or specialist collections are most likely to hold historical material relevant to your story or documentary subject.

asset-description-writerskills/production-support/formatting/asset-description-writer/SKILL.md

Writes structured, searchable descriptions for digital assets — photos, videos, audio files, graphics, and documents — enabling accurate retrieval from a digital asset management (DAM) system or media archive.

audience-feedback-summariserskills/audience-distribution/audience-feedback-summariser/SKILL.md

Reads a batch of raw audience comments, emails, or survey responses about a piece of content and produces a structured summary of what readers valued, what confused them, and what they want more of.

author-bio-writerskills/production-support/formatting/author-bio-writer/SKILL.md

Writes a concise, publication-ready author bio in the appropriate register and length for the target outlet — from a one-line byline tag to a full contributor page paragraph.

award-submission-writerskills/media-business/pitching/award-submission-writer/SKILL.md

Writes a compelling award or competition submission that frames a media project's significance, craft, and impact for a judging panel — structured to score well against standard evaluation criteria.

basic-statistics-calculatorskills/data-journalism/analysis/basic-statistics-calculator/SKILL.md

Performs and explains basic statistical calculations — percentages, percentage changes, per-capita rates, averages, medians, and ratios — from data you provide, showing the working so you can verify it and use the figures confidently in a story.

broadcaster-pitch-writerskills/tv-documentary/business/broadcaster-pitch-writer/SKILL.md

Writes a structured broadcaster pitch document for a documentary or series, covering logline, target audience, editorial angle, comparable titles, production approach, and financing status.

carousel-script-writerskills/social-media/content/carousel-script-writer/SKILL.md

Writes the copy for a multi-slide Instagram or LinkedIn carousel post, with a strong opening slide, logical slide-by-slide progression, and a final slide that drives action or invites engagement.

character-consistency-promptskills/image-prompting/midjourney/character-consistency-prompt/SKILL.md

Writes a set of Midjourney prompts designed to maintain consistent character appearance — face, build, clothing, and presence — across multiple generated images for use in editorial series, podcast artwork, YouTube thumbnails, or visual narratives.

chart-labels-writerskills/data-journalism/visualization/chart-labels-writer/SKILL.md

Writes clear, precise axis labels, legends, annotations, and source lines for a chart — the text layer that makes a graphic publishable.

cms-fields-writerskills/archive-legal/cms-fields-writer/SKILL.md

Generates the complete set of metadata fields — tags, categories, keywords, slug, and summary — needed to publish a piece of content in a content management system, ready to copy and paste into each field.

cms-metadata-taggerskills/archive-legal/cms-metadata-tagger/SKILL.md

Takes a finished piece of content and produces a complete, archive-ready metadata record — including descriptive tags, subject classifications, rights notes, and an archival summary — for entry into a content management or digital archive system.

column-voice-adapterskills/magazine-journalism/writing/column-voice-adapter/SKILL.md

Rewrites or drafts a column passage in a defined author's established voice and style, given a description of that voice and a sample of existing writing.

commentary-writerskills/tv-documentary/scripting/commentary-writer/SKILL.md

Writes narration or commentary for a documentary sequence, given a description of the picture and research notes or factual context.

competitor-coverage-briefskills/research/media-competitive/competitor-coverage-brief/SKILL.md

Produces a structured summary of how other outlets have already covered a given topic, so you can enter any story with a clear picture of the existing media landscape.

competitor-engagement-analyzerskills/research/media-competitive/competitor-engagement-analyzer/SKILL.md

Interprets audience engagement signals from a competitor's published piece — comments, shares, reader responses, social traction — to identify what resonated with the audience and why.

contact-info-researcherskills/research/people-contacts/contact-info-researcher/SKILL.md

Builds a structured research framework for locating publicly available contact routes for a named person — including institutional channels, public profiles, press offices, and professional directories — so you know exactly where to look and in what order.

content-arc-plannerskills/newsletter/strategy/content-arc-planner/SKILL.md

Plans a multi-edition content arc for a newsletter — mapping themes, topics, and recurring formats across a defined publishing period to give the publication editorial coherence and reader momentum rather than a disconnected series of standalone editions.

content-tags-writerskills/writing/digital-social/content-tags-writer/SKILL.md

Generates a complete, platform-appropriate set of tags and keywords for a video or article, optimised for discoverability without keyword stuffing.

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