Audience Feedback Summarizer
stableTakes a batch of reader comments, survey responses, or audience messages and returns a structured summary organized by theme, sentiment, and actionable takeaways — turning...
Write, edit, and grow your subscriber base
168 skills across 5 categories
Agents chain multiple skills into a single workflow. Give one instruction, get a complete deliverable.
Takes a batch of reader comments, survey responses, or audience messages and returns a structured summary organized by theme, sentiment, and actionable takeaways — turning...
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...
Writes a complete, publication-ready newsletter edition — opening hook, main feature, curated links section, and signed-off closing — from a brief and source material provided...
Writes the complete copy for a newsletter subscribe page — headline, subheadline, value proposition, social proof block, what-to-expect section, and call-to-action button text — optimised...
Produces a practical audience segmentation brief for a newsletter, identifying 3-5 distinct subscriber groups with tailored content recommendations and messaging strategies for each segment.
Writes a concise positioning brief that defines a newsletter's niche, primary differentiator, target reader, editorial promise, and what the publication refuses to do — giving...
Writes the in-newsletter section that asks free subscribers to upgrade to a paid tier, articulating the specific benefits of paid access in a way that...
Writes a targeted re-engagement email (or short sequence of two emails) for subscribers who have stopped opening the newsletter, designed to recover attention or prompt...
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...
Writes the in-email referral section that asks existing subscribers to share the newsletter with colleagues or friends — including the ask, the framing of the...
Generates a formatted newsletter sponsorship rate card that documents placement options, audience metrics, pricing tiers, and terms — suitable for sending to prospective sponsors or...
Generates five distinct subject line options for a newsletter edition, each using a different psychological approach proven to improve open rates, matched to the publication's...
Writes the automated welcome email that new subscribers receive immediately after signing up, establishing the newsletter's voice, making the editorial promise concrete, and setting expectations...
Writes a timed, scene-by-scene narration script for an animated explainer video, matched to a specified duration and keyed to on-screen visual cues.
Writes the annotation text for a data chart — axis labels, callout boxes, trend labels, source lines, and explanatory notes — so that a reader...
Writes a short, high-impact cold open or teaser script that hooks a broadcast audience before the title sequence or first act begins.
Generates a complete, platform-appropriate set of tags and keywords for a video or article, optimised for discoverability without keyword stuffing.
Drafts a formal, publication-ready correction notice for a previously published article, following accepted journalistic standards for transparency, precision, and tone.
Produces a formatted broadcast cue sheet — including item numbers, in-cues, out-cues, durations, and technical instructions — from a programme rundown or description of planned...
Writes the explanatory text that accompanies a data visualization — the headline, the introductory sentence, and the annotation or caption that tells readers what to...
Writes a clear internal memo that documents an editorial decision — why a story was published, held, killed, or significantly changed — so that the...
Drafts a publication editorial — a structured opinion piece written in the collective institutional voice of a publication's editorial board, arguing a clear position on...
Writes a clear, credible editor's note that explains to readers why an article has been updated, corrected, retracted, or needs a disclosure — in plain...
Writes a ready-to-publish Facebook post that drives clicks and shares for a news story, documentary, podcast episode, or video — matched to how Facebook audiences...
Write a long-form feature article from provided notes, interview transcripts, or a detailed brief — structured using a five-part narrative arc (hook, context, development, turn,...
Writes a polished, submission-ready synopsis for a film, documentary, or media project entered into a festival or competition.
Write publication-ready headlines for news articles, features, opinion pieces, and digital content — optimised for the target medium (print, web, or social), generating multiple variants...
Writes a concise, informative caption for a published infographic that tells readers what the visual shows, highlights the most important finding, and cites the data...
Writes a complete Instagram caption — including hook, body, call to action, and hashtag set — for a news story, documentary, video, or editorial project,...
Writes a compelling grant application narrative for a journalism project, covering project description, public interest justification, methodology, and reporter credentials.
Write the opening paragraph of a news article, feature, or opinion piece — the single most important paragraph that determines whether a reader continues, crafted...
Writes a professional LinkedIn post that frames a published article, investigation, or media project as a thought-leadership moment — driving clicks while positioning the author...
Writes a clear, structured briefing note for editorial managers, department heads, or senior leadership on a specific editorial, operational, or strategic issue.
Writes a precise, context-rich caption for a published map that tells readers what geographic area is shown, what the map is measuring or illustrating, and...
Drafts a concise, correctly formatted media advisory that gives journalists everything they need to decide whether to cover an event, with all logistical details in...
Write a hard news article from provided facts using the inverted pyramid structure — most important information first, supporting detail in descending order of importance,...
Writes a short, punchy newsletter blurb — the 60–120-word teaser entry that introduces one story inside a curated email digest, giving subscribers just enough to...
Writes five subject line options for a newsletter edition — each using a different opening strategy — so you can choose the one that fits...
Transforms a set of facts about a deceased person into a structured, dignified obituary suitable for publication in a newspaper, magazine, or website.
Constructs a structured, argumentatively coherent opinion article or op-ed from a journalist's or contributor's position, evidence, and intended audience.
Rewrite a single paragraph or short passage for maximum clarity — simplifying complex sentence structures, resolving ambiguity, and making the central point unmistakable to the...
Write a publication-ready photo caption from an image description and story context — following the conventions of news photography captioning (who, what, where, when, plus...
Writes a complete, ready-to-record podcast episode script — including intro, segmented body content, transitions, and outro — matched to the host's voice and episode topic....
Writes complete, publication-ready podcast show notes — including episode summary, timestamped chapter markers, key takeaways, guest bio, and relevant links — formatted for podcast hosting...
Drafts a brief, professionally warm thank-you email to send to an interview subject after a recorded or on-the-record conversation, keeping the relationship open for future...
Writes a clear, professional status update on a media production for commissioners, editors, funders, or executive stakeholders who need to know where a project stands...
Select the 3-5 strongest pull quotes from an article — the sentences or short passages that would stop a scanning reader and draw them into...
Writes a short, compelling "Related Articles" or "Read Next" teaser block — two to five items — that matches the tone of a parent article...
Produces five headline variants for a single article, each optimised for a different reader search intent — so editors can choose the version that best...
Writes a concise "previously on" or "catch-up" block that brings new readers up to speed on a running story — summarising key developments in chronological...
Writes a focused sidebar or infobox that packages key facts, context, or supporting detail alongside a main article, without repeating the article's primary narrative.
Writes a polished, broadcast-ready closing script for a presenter, reporter, or podcast host — matched to the show's tone and the specific episode content —...
Writes a professional, strategically crafted follow-up email to a source or interview subject who has not responded to an initial outreach, calibrated to the relationship,...
Drafts a professional, personalised pitch email to a potential interviewee or expert source, clearly explaining why you are reaching out, what the story is about,...
Writes full speaker notes for each slide in a conference or panel presentation, giving the speaker natural, spoken-word language that expands on the slide content...
Writes a tightly worded, broadcast-ready stand-up script for a reporter to deliver on camera in the field, tailored to a specific location, story angle, and...
Writes a presenter-delivered studio introduction that sets up a field report or pre-recorded package, giving viewers the context and stakes they need before the package...
Write a subheadline (deck, standfirst, or dek) that sits below the main headline — providing the essential context or secondary hook that completes the headline's...
Generates a short, compelling teaser line — one or two sentences — that earns a click through genuine story value, not misleading hype.
Writes a full presenter script formatted for teleprompter delivery — short spoken sentences, natural breath points marked, and pacing tuned for on-camera reading without the...
Generates short, bold text overlays — five words or fewer — for YouTube and social media video thumbnails that are readable at small sizes and...
Condense an article, report, or long-form piece into a concise TL;DR summary of 50-75 words — capturing the single essential point in 2-4 sentences that...
Rewrite a piece of text in a different tone or register while preserving all factual content, direct quotes, and meaning — adapting the same information...
Writes short presenter or narrator lines that bridge two programme segments smoothly, carrying the audience from one topic, location, or interview to the next without...
Writes a single, publication-ready post for X/Twitter — 280 characters maximum — in a clear journalistic voice that reports or contextualises a story without hollow...
Turns research notes, interview transcripts, or article text into a broadcast-ready voice-over script — short sentences, active voice, written for the ear, timed to picture....
Reduce a piece of text to a specified word count or percentage reduction while preserving all essential meaning, key facts, and the author's voice —...
Converts a video outline or rough transcript into a properly formatted YouTube chapter list with [HH:MM:SS] timestamps and punchy, click-navigable chapter titles.
Writes a complete YouTube video description with the first two lines optimized for the search preview, followed by a structured body that serves both the...
Generates 5 YouTube title options for a single video, each 60–70 characters long, front-loading the hook word or primary keyword so it is visible before...
Rewrites AI-flavoured copy into a publishable register by stripping the language tells of an LLM draft — buzzwords, throat-clearing, false-inclusive openers, and the "not just...
Copy-edit a piece of text for clarity, consistency, style, and readability — going beyond proofreading to tighten prose, improve sentence structure, and enforce consistent style...
Reviews a draft for statements that carry a credible risk of defamation, producing a flagged checklist of red-flag passages with a plain-language explanation of why...
Takes a draft written by two or more contributors and rewrites it as a single, consistent voice — smoothing over clashing tones, register shifts, and...
Generate a project-specific context file from a brief so an AI assistant remembers your editorial constraints, voice, audience, and quality bar across sessions.
Generate a LESSONS.md from a finished project: what worked, what didn't, what to reuse, what to retire — formatted for next-project carry-over.
Proofread a piece of text and return it with all spelling, grammar, punctuation, and typographical errors corrected — preserving the author's voice and intentional style...
Scans a draft for repeated ideas, redundant phrases, and unnecessary word clusters, then delivers a flagged report and a tightened version of the text without...
Checks a script against a specified style guide and returns a prioritised list of violations with corrections.
Analyses a draft for logical sequence, narrative coherence, and transitions, then reports exactly where the structure breaks down and why.
Takes a draft with identified or suspected structural weaknesses and produces a concrete restructuring plan — including a recommended section order and the reasoning behind...
Recommend the right skill bundle, agent, and workflow sequence for a new project — so media professionals can start producing instead of browsing a 394-skill...
Scans a text for inconsistent use of key terms, names, titles, and technical vocabulary, then produces a flagged report with recommended corrections.
Identifies passages where the tone or register shifts unexpectedly within a piece of writing, and explains how to bring the text back to a consistent...
Compares a source text against its translation, flags potential inaccuracies and mistranslations, and explains each issue so an editor can make an informed correction.
Reads a draft article or script and flags every assertion of fact that lacks a named source, adding an inline `[NEEDS SOURCE]` marker so editors...
Takes two versions of the same text — a before and an after — and produces a plain-English summary of every meaningful change: what was...
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,...
Takes one original headline and produces five distinct tested variants, each using a different proven approach to drive clicks, shares, or engagement — ready to...
Recommends the best platforms for distributing a finished piece of content, with a ranked list and a brief rationale for each recommendation based on the...
Recommends the best day and time to publish a piece of content based on the content type, platform, and intended audience — without requiring access...
Reads a batch of reader comments and produces a structured summary of recurring themes, unanswered questions, emotional tone, and actionable editorial signals — so editors...
Generates two or three distinct social media post variants for the same article or piece of content, each testing a different angle, hook, or emotional...
Produces a clear, specific description of who a piece of content is written for — including what that audience already knows, what they care about,...
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....
Generate a structured biographical research template for a named person — listing the key facts to verify, the categories of information to gather, and the...
Produces a structured verification brief for a specific claim — listing the key questions to investigate, the source types to consult, the red flags to...
Produces a structured research plan for tracing a widely circulated claim back to its original source — mapping the citation chain, identifying where distortion may...
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...
Interprets audience engagement signals from a competitor's published piece — comments, shares, reader responses, social traction — to identify what resonated with the audience and...
Identifies the editorial angle, narrative frame, and implicit assumptions a competitor has used on a story, so you can make a deliberate choice about how...
Produces a structured brief identifying the potential financial, professional, and relational conflicts of interest a source or stakeholder may have — and recommending what to...
Builds a structured research framework for locating publicly available contact routes for a named person — including institutional channels, public profiles, press offices, and professional...
Locates accessible copies of paywalled, removed, or hard-to-find published material using Unpaywall, CORE, Semantic Scholar, library databases, and equivalent open-access routes — giving journalists and...
Produces a structured research plan for mapping the ownership, governance, and organisational structure of a company or corporate group — identifying the public registries, filings,...
Analyses existing coverage on a topic to identify the specific angles, voices, and questions that no outlet has meaningfully addressed — producing a prioritised list...
Produces a structured framework for reviewing how a topic has been covered by other media outlets — identifying the dominant narrative frames, the sources quoted,...
Takes a specific indicator or metric and produces a structured, journalist-ready comparison of how multiple countries perform on that measure, including context on what the...
Produces a concise, reporter-ready briefing note explaining the cultural, religious, or social context a journalist needs before covering a community, practice, or event they are...
Produces a structured, neutral summary of the current state of a public debate or controversy — mapping the main positions, the actors behind them, the...
Produces a structured, neutral summary of an ongoing public debate or controversy — mapping the major positions, the evidence each side draws on, and the...
Produces a concise, journalist-ready profile of the population structure, trends, and key demographic characteristics of a specified region, city, country, or community — ready to...
Takes raw numbers you provide and calculates derived figures — percentage changes, per-capita rates, index values, or ratios — with plain-language explanations ready to drop...
Generates a structured red-flag checklist for a specific document or quote a journalist has received, identifying the observable indicators that commonly appear in fabricated, altered,...
Builds a detailed, prose-style chronology of events for a given story — ordered by date, written in clear narrative language, and structured so a journalist...
Compiles key events into a structured, scannable timeline — formatted as a table or numbered list — designed for use in graphic production, digital interactives,...
Generate a structured expert-sourcing strategy for a story — identifying the types of experts needed, the criteria for selecting them, where to look, and what...
Produces a practical brief covering the best time of day, season, and weather window for filming at a specific location, including light conditions, crowd patterns,...
Produces a structured research plan for tracing the funding sources of an organisation — NGO, think tank, campaign group, political organisation, or research institution —...
Produces a structured research brief on the known and probable funding sources of an NGO, think tank, advocacy group, or foundation — including disclosed donors,...
Identifies historical precedents relevant to a current news event or policy debate, provides a structured comparison showing why each precedent is or is not analogous,...
Researches and compares potential locations for a filmed or recorded interview, evaluating each against practical criteria — visual suitability, acoustic quality, access, and narrative fit...
Produces a structured shortlist of potential interview partners for a given story or topic — with role descriptions, the angle each person would best serve,...
Rewrites scientific, legal, financial, or technical jargon into plain language suitable for a general news audience — preserving accuracy while making the meaning immediately clear...
Maps the academic publishing landscape for a given field — explaining which journals matter, what they signal about credibility, and where preprints fit — so...
Produces a plain-language summary of the legal framework applicable to a story — identifying the relevant statutes, regulations, regulatory bodies, and legal principles — so...
Produces a structured research framework for tracing the full legislative or regulatory history of a specific law, bill, or regulation — identifying the key milestones,...
Produces a chronological brief tracing how a law or regulation came to be — the political context, the key amendments and turning points, and what...
Produces a structured brief summarising the permit requirements, access restrictions, and key contacts needed to film or photograph at a specific location.
Produces a written visual brief describing the architectural character, light conditions, landscape qualities, and cinematic potential of a specific location — giving a director, cinematographer,...
Explains what meta-analyses and systematic reviews are, how to locate them for a given topic, and how to read them critically — giving journalists a...
Produces a structured monitoring brief that tells a reporter or editor exactly what to watch, where to watch it, and how often — so a...
Identifies the most authoritative official source for a given statistical indicator and tells you exactly where to find the most recent figures, what the data...
Produces a structured research framework mapping the internal hierarchy, key decision-makers, departments, and reporting lines of any company, institution, or organisation — so journalists can...
Produces a structured research framework for tracing who ultimately owns and controls a company or media outlet — including parent companies, holding structures, investors, and...
Produces a monitoring plan for tracking changes to a target web page over time — covering change-detection tools, RSS-based monitoring, webhook alerts, and a structured...
Translates the key findings of a scientific paper — abstract, methods, and conclusions — into clear, accurate plain English that any reader can understand without...
Generates a structured biographical research plan for a specific person, listing the public-record sources to check, the biographical questions to answer, and the verification steps...
Identifies the most relevant photo archives, picture libraries, and institutional collections likely to hold historical images for a specific story, topic, or time period —...
Produces a structured map of the key individuals and institutions with decision-making power over a specific policy issue — identifying who holds formal authority, who...
Maps the roles, institutions, and access channels a journalist needs to identify who actually controls a given policy area — from elected officials to unelected...
Produces a structured research framework that maps the key political actors, power dynamics, fault lines, and contextual background a journalist needs to understand before reporting...
Produces a step-by-step guide for locating the correct press office, media contact, or spokesperson for a specific organisation, institution, or public figure — so the...
Produces a structured press roundup that summarises how multiple outlets covered a single event or topic — organised by editorial angle rather than by outlet...
Produces a structured research framework for finding, organising, and verifying a named person's previous public statements on a specific topic, so a journalist can enter...
Produces a step-by-step guide — tailored to a journalist's specific story angle — for finding, filtering, and downloading the right data from a named public...
Produces a structured research plan for systematically locating everything a specific person has published, said on the record, or appeared in — across academic journals,...
Produces a structured research framework for building a verified publication history for a named author, journalist, scientist, or academic — listing where to look, what...
Produces a structured verification checklist for any scientific paper or research claim you plan to cite, covering every step a journalist should take to confirm...
Translates dense scientific terminology from academic papers, press releases, or expert interviews into plain English a journalist can quote or paraphrase.
Produces a structured assessment of the current scientific consensus on a specific topic — distinguishing between what is well-established, what is actively debated, and what...
Produces a structured, plain-language briefing on the state of scientific research for a given topic — summarising what is established, what is contested, and what...
Summarises a scientific paper in plain language — covering the research question, methodology, key findings, limitations, and implications — so a journalist can accurately report...
Generates a complete, shoot-specific packing and equipment checklist organized by category, crew role, and travel constraints.
Produces a structured checklist of verification steps and questions a journalist should work through to confirm that a source's claimed professional credentials are genuine before...
Takes a specific claim and a list of sources you have gathered, then maps which sources support, contradict, or are silent on the claim —...
Produces a structured source-protection assessment for a specific source in a specific story, covering risk level, communication security guidance, legal protections available, editorial handling recommendations,...
Translates the key findings of a statistical report into plain, journalist-ready language — pulling out the numbers that matter, explaining what they mean, and flagging...
Compiles a structured set of credible, ready-to-cite statistics on a specific topic, sourced from recognised institutions, government databases, and peer-reviewed research.
Runs a structured checklist over every statistic in your draft — flagging figures that look wrong, comparisons that may mislead, and numbers that need a...
Produces a structured brief for a researcher or footage coordinator to use when sourcing stock or archive footage from libraries, broadcasters, or specialist archives.
Evaluates the methodology of a published study in plain language — identifying its strengths, weaknesses, and the specific claims the study design can and cannot...
Produces a focused verification plan — specific sources to consult and direct questions to ask — to confirm that a quoted person currently holds the...
Organise user-provided notes, facts, and context into a structured background brief for a story — creating a scannable reference document that a journalist, producer, or...
Produces a structured logistics checklist for a reporting trip — covering the research categories a journalist needs to investigate before travel, including transport, accommodation, credentials,...
Reads a set of data points or a described data series and identifies the meaningful trends within it, expressed in plain, publication-ready language.
Produces a short editorial brief that maps the trending conversations on a beat — identifying which topics are gaining public attention, why, and whether any...
Produces a step-by-step archiving plan for preserving a live web page using Wayback Machine and Archive.today, with multi-archive redundancy and guidance on legal evidence preservation...