SkillsLib.ai

Story Development & Editorial Workflow

Automate your editorial workflow from pitch to publication

3.3(6 reviews)
100+ downloads
Updated Sep 2026

What You Can Do

Manage your entire story development pipeline—from assignment briefs and source research guidance to fact-checking verification and copy editing—all within Claude's context. You'll generate assignment templates, receive real-time editorial feedback, identify verification gaps, and receive copyediting suggestions with tracked changes. The skill handles complex multi-source stories, deadline pressure, and maintains editorial standards across your publication.

Features

Smart Assignment Generation

Create detailed story briefs with scope, key sources, research angles, and timeline. Claude suggests beat coverage, identifies coverage gaps, and flags potentially underreported angles.

Fact-Checking Guidance

Get structured verification checklists for claims in drafts. Claude identifies verifiable facts, flags assumptions, suggests authoritative sources, and highlights statements needing reporter confirmation.

Editorial Feedback at Scale

Receive substantive editorial notes on story structure, narrative flow, angle clarity, and source balance. Claude identifies weak transitions, buried ledes, and suggests narrative reorganization for impact.

Copy Editing & Style Consistency

Generate copyediting suggestions with marked-up examples. Claude catches grammar, clarity, active voice improvements, word choice refinements, and publication style guide compliance.

Source Research Framework

Build research plans for complex stories with primary source strategies, database searches, and interview targeting. Claude suggests expert voices, opposition viewpoints, and data sources to strengthen reporting.

Story Arc Validation

Verify your story follows compelling narrative structure: clear nut graf, logical information progression, human elements, and satisfying resolution. Claude suggests pacing improvements and identifies sections that need elaboration.

Deadline-Driven Workflow

Prioritize feedback by deadline stage—rough draft gets structural focus, near-final gets polish. Claude helps you triage feedback and identifies what changes matter most before publish time.

Example Output

Assignment Feedback Example:

code
Story: Investigation into city housing inspection failures

Editor's Notes:
- Nut graf is solid—lead with the $4M in uncollected penalties
- Add 1-2 personal impact stories (families in unsafe units)
- Source gap: No interview with housing commissioner—try to get response
- Consider timeline graphic showing inspection frequency decline since 2020

Fact-Checking Checklist:

code
- ✅ "Housing inspections declined 40% since 2020" — verifiable from city data, reporter confirmed
- ⚠️ "Mold is leading cause of childhood asthma" — common claim, needs attribution to specific study
- ❌ "No inspections of apartment complex since 2015" — reporter must confirm with building records

Copyediting Example:

code
[ORIGINAL] The situation that exists in the city's housing inspection program is a major problem.
[REVISED] The city's housing inspection program has failed thousands of tenants.
[NOTE] Remove vague "situation" construction; strengthen with specific impact.

What's Included

  • Editorial Workflow Templates: Pre-built templates for assignment briefs, editorial memos, fact-checking checklists, and copy-edit rounds. Customize for your publication's workflow.
  • Story Development Prompts: Claude prompts for every stage: pitch evaluation, research planning, draft feedback, fact-checking, copy editing, and final review. Use as-is or adapt to your process.
  • Feedback Framework: Structured editorial feedback guide covering structure, clarity, source balance, narrative flow, and style consistency. Helps Claude give targeted, actionable notes.
  • Fact-Checking Verification Guide: Framework for identifying verifiable claims, flagging assumptions, categorizing fact types (data, quotes, attribution), and suggesting verification sources.
  • Copy Editing Quick Reference: Common copyediting patterns, style rules, and example revisions. Includes active voice conversion, clarity improvements, and common journalistic phrases.

Who It's For

  • News Editors & Assignment Editors
  • Editorial Directors & Managing Editors
  • Fact-Checkers & Verification Specialists
  • Staff Reporters Managing Complex Stories
  • Copy Editors & Proofreaders

Best For

  • Multi-source investigations requiring verification
  • Breaking news with tight deadlines
  • Enterprise stories spanning multiple sections
  • Policy & data-driven reporting
  • Narrative long-form features

You might also like

Visual Story Angles & Assignment Analysis for News
$40
News3.8(5)
Visual Story Angles & Assignment Analysis for News

Transform breaking news briefs into compelling visual story frameworks that guide photographers toward impactful coverage. You'll receive multiple narrative angles, detailed shot lists organized by scene and purpose, and complete assignment briefs with sourcing guidance. Each output ensures comprehensive emotional and contextual storytelling from first frame to final edit.

Open Data Story Discovery for Journalists
$30
Open Data3.4(5)
Open Data Story Discovery for Journalists

You can rapidly evaluate public datasets to uncover newsworthy patterns and develop story angles backed by reproducible analysis. Claude helps you assess data quality, identify anomalies, generate multiple narrative angles, and document your methodology so editors and fact-checkers can verify your findings. Turn raw data into compelling stories faster than traditional research.

Terraform Rapid Module Design & Review
$45
Terraform Rapid Module Design & Review

Quickly architect scalable, reusable Terraform modules that follow HashiCorp best practices and organizational standards. Get automated reviews that catch common pitfalls—variable naming, provider configuration, resource dependencies—before they reach production. Standardize your infrastructure-as-code across teams with instant feedback on module quality, security posture, and cost optimization opportunities.

Interactive Data Narrative Builder
$35
Interactive Data Narrative Builder

You can transform complex datasets into compelling interactive narratives that maintain coherence while inviting exploration. This skill helps you architect data-driven stories where insights unfold naturally through guided discovery points, keeping readers engaged without limiting their agency. Readers navigate your narrative with purpose, uncovering patterns and relationships that would remain hidden in static presentations.

Data Journalist Analysis System
$30
Analysis4.2(5)
Data Journalist Analysis System

This skill walks you through a structured data analysis workflow—from initial exploration and claim verification to identifying compelling story angles and building evidence-backed narratives. You'll learn to spot anomalies, validate statistics, and construct defensible arguments that stand up to scrutiny. It's designed for journalists who want to move beyond surface-level data work into serious investigative storytelling.

Digital Editorial Optimizer
$40
Digital3.3(6)
Digital Editorial Optimizer

Streamline your editorial workflow by automating copy editing, SEO optimization, and quality assurance checks for news articles. This skill analyzes headlines, body text, and metadata to catch grammar issues, improve readability, suggest SEO improvements, and flag editorial standards violations—all while maintaining your publication's voice and style guidelines.

Editorial QA System for News Editors
$25
News3.3(6)
Editorial QA System for News Editors

You can conduct comprehensive editorial QA on news stories by analyzing readability, fact-checking claims, verifying style compliance, and identifying gaps before publication. Claude reviews your story against your editorial standards, flags potential accuracy issues, and suggests revisions for clarity—helping you catch errors and ensure consistency across all sections. This accelerates your review cycle while maintaining rigorous editorial standards.

GCP Infrastructure Troubleshooting & Diagnostics Guide
$35
GCP Infrastructure Troubleshooting & Diagnostics Guide

Rapidly triage infrastructure incidents across all GCP services using guided diagnostic workflows, root cause decision trees, and remediation procedures. You get structured steps to isolate failures in Compute Engine, Cloud Run, Cloud SQL, networking, and storage, complete with gcloud commands, health checks, and rollback procedures.

$40.00