Journalism agent skills

A collection of Agent Skills for journalists, researchers, academics, media professionals, and communications practitioners. The same repository serves Claude Code and Codex while keeping Claude-only commands, agents, and hooks clearly labeled.

Docs site: skills.amditis.tech — interactive skill browser, setup guides, and full documentation.

Guides

Setup and workflow guides, separate from the skills themselves:

Guide Description
Autonomous and hands-on dev work A first-person account of running dev work with Claude in two modes — autonomous sessions that pull tasks off GitHub issues, and hands-on multi-agent reviews at the keyboard — held to one quality bar, with copy-able prompts to adapt the approach to your own agent
Multi-agent workflows Plain-language guide to running many AI agents on one job — fan-out, pipeline, and adversarial-verify patterns, with real examples from ICIJ, The Markup, Full Fact, and Elicit, plus honest cautions
Persistent sessions Keep Claude Code sessions alive through disconnects using tmux — setup, key bindings, activity notifications, and scheduler coexistence

What are agent skills?

Skills are modular instruction sets that an AI coding agent loads when relevant to a task. Each skill contains domain knowledge, workflows, templates, and supporting files. Shared skills in this repository follow the Agent Skills specification; Claude and Codex provide their own installation and runtime layers around that shared content.

Installation

Choose the section for your client. During the Codex pilot, use only one Codex installation path for a given skill or package.

Claude Code

Prerequisite: You need Claude Code installed. Run claude --version in your terminal to check.

Plugins (recommended)

Plugins give you slash commands you can run directly inside Claude Code. Run these two commands inside a Claude Code session:

/plugin marketplace add jamditis/claude-skills-journalism
/plugin install pdf-playground@claude-skills-journalism

Then restart Claude Code (close and reopen). See the PDF Playground README for detailed setup instructions and troubleshooting.

Available plugins:

Plugin Description Commands Updated
autocontext Cross-session knowledge persistence with skill evolution. Lessons accumulate per-skill, and /autocontext:evolve folds them back into skill files /autocontext:setup, /autocontext:init, /autocontext:review, /autocontext:status, /autocontext:evolve Apr 27, 2026
dev-toolkit Eleven development-focused skills for journalists, researchers, and small newsroom dev teams: accessibility (WCAG 2.2), Electron app patterns, mobile/remote debugging, irreversible-decision discipline, Python data pipelines, test-first bug fixing, AI-assisted development workflows, ethical web scraping, no-build frontend patterns, signs-of-taste guidance for web UI, and CLAUDE.md context maintenance n/a — skills only Jul 21, 2026
journalism-core Fourteen core journalism skills, including AP-style writing, AI-slop detoxing, source verification (deepfakes/C2PA), FOIA + NJ OPRA requests, fact-checking, interview prep + transcription, story pitches, editorial workflow, crisis communications, newsletter publishing with current Gmail / Yahoo / Outlook bulk-sender requirements, and embedded photo metadata for wire distribution n/a — skills only Jul 25, 2026
okf-wiki Scaffold an Open Knowledge Format (OKF) knowledge base: one-concept-per-file markdown with YAML frontmatter, directory navigation, and a validator. Generates a starter wiki that passes its own conformance and secret-leak checks, ships session-start hooks that orient Claude on the knowledge base before it works, and includes an optional GitHub-wiki bootstrap. For newsroom institutional memory, research atlases, decision logs, and infrastructure maps n/a — skill only Jul 28, 2026
pdf-design PDF report and proposal design system with brand variables, budget tables, and reusable content blocks (stats strips, three-column, four-tile pillars, partner grids) n/a — skill-only Jul 21, 2026
pdf-playground Create branded proposals, reports, one-pagers, newsletters, slides, and event materials with an interactive control panel for live design editing (colors, fonts, spacing, sections) and a guided wizard for proposals /pdf-playground:proposal, /pdf-playground:report, /pdf-playground:onepager, /pdf-playground:newsletter, /pdf-playground:slides, /pdf-playground:event, /pdf-playground:preview Jul 22, 2026
project-templates-toolkit Three skills for setting up and closing out journalism projects: a CLAUDE.md project-memory writer (institutional knowledge), a LESSONS.md retrospective writer (failures and decisions), and a template-selector decision tree across 6 project types n/a — skills only Jun 24, 2026
research-toolkit Six skills for research, source preservation, and academic workflows: academic writing, legal paywall-bypass via Unpaywall and library databases, web archiving (Wayback / Archive.today / ArchiveBox), web page change monitoring, AI-enriched digital archive construction, and a curated free-API catalog with sunset currency notes (IEX Cloud, CrowdTangle, ProPublica Congress, X, Reddit) n/a — skills only Jul 21, 2026
security-toolkit Four defensive security skills covering OWASP Top 10 fundamentals and supply-chain hardening: pre-deployment audit checklists (auth, input validation, secrets management), secure authentication patterns (password hashing, session management, JWT, OAuth, passkeys), API hardening (rate limiting, CORS, request throttling, defense-in-depth for Express, FastAPI, and serverless), and npm/bun supply-chain hardening with install-time cooldown plus a sandboxed pre-install scan for the bypass case (defends against Mini Shai-Hulud-class worms) /security-toolkit:hotpatch Jul 22, 2026
superjawn Research-augmented fork of obra/superpowers. Default-on research phase fires before brainstorming, systematic-debugging, and writing-skills. v1.0.0 ships all 14 skills with no soft dependencies on the upstream superpowers plugin invoked indirectly via skills (e.g. superjawn:brainstorming, superjawn:systematic-debugging, superjawn:writing-plans) Jul 21, 2026
video-toolkit Four composable skills for social-video accountability reporting: downloading public video from Twitter/X, TikTok, YouTube, Instagram, and Facebook; transcribing it with a provenance sidecar and a CPU path any evaluator can re-run; extracting and vision-analyzing frames; and aggregating the result into an interactive dashboard n/a — skills only Jul 22, 2026
visual-explainer HTML diagrams, data tables, architecture views, slide decks, and KPI dashboards adapted from nicobailon/visual-explainer with journalism, newsroom, and academic design sensibilities /visual-explainer:project-recap Jul 22, 2026

Skills (manual installation)

Most skills live inside a plugin's skills/ directory. The okf-wiki/SKILL.md, pdf-design/SKILL.md, and visual-explainer/SKILL.md root-skill packages keep the skill at the package root. To install one skill without taking a whole plugin, clone the repo and copy or symlink the directory that directly contains its SKILL.md. Claude Code discovers skills at ~/.claude/skills/<skill-name>/SKILL.md — one level deep:

git clone https://github.com/jamditis/claude-skills-journalism.git ~/projects/claude-skills-journalism
cd ~/projects/claude-skills-journalism
mkdir -p ~/.claude/skills

# Pull a single skill out of a plugin's skills/ directory:
cp -r journalism-core/skills/source-verification ~/.claude/skills/
cp -r research-toolkit/skills/free-apis-catalog ~/.claude/skills/
cp -r research-toolkit/skills/web-archiving ~/.claude/skills/
cp -r dev-toolkit/skills/web-scraping ~/.claude/skills/
cp -r security-toolkit/skills/secure-auth ~/.claude/skills/
cp -r project-templates-toolkit/skills/project-memory ~/.claude/skills/

# A root-skill package is already the directory to copy:
cp -r okf-wiki ~/.claude/skills/

# Or symlink so git pull updates them in place (ln -sfn replaces an existing link):
ln -sfn "$PWD/research-toolkit/skills/free-apis-catalog" ~/.claude/skills/free-apis-catalog
ln -sfn "$PWD/visual-explainer" ~/.claude/skills/visual-explainer

Do not clone the repo directly into ~/.claude/skills/journalism-skills/ — that nests each SKILL.md too deep and Claude Code won't find them.

Codex

Prerequisite: Install Codex CLI. Run codex --version in your terminal to check.

For a new Codex setup, install standards-based skills with the skills CLI. This user-level command makes the 14 core skills available across your Codex projects:

npx skills@latest add https://github.com/jamditis/claude-skills-journalism/tree/master/journalism-core \
  --skill '*' --agent codex --copy -g -y

That command installs journalism-core in Codex's documented user skill directory, ~/.agents/skills. The clean-install canary checks that exact global destination. Remove -g to install into the current project's .agents/skills directory and record the source and content hashes in that project's skills-lock.json. To install one skill instead:

npx skills@latest add jamditis/claude-skills-journalism \
  --skill fact-check-workflow --agent codex --copy -g -y

Codex can also install the full package through this repository's existing Claude marketplace metadata:

codex plugin marketplace add jamditis/claude-skills-journalism
codex plugin add journalism-core@claude-skills-journalism

The package route is covered by a clean-install canary, but it uses Codex's legacy Claude-manifest reader. It exposes the 14 nested skills in journalism-core; it does not convert Claude commands, agents, hooks, or root-level skills into Codex components. This repository does not ship native Codex manifests yet.

Codex desktop can import skills from another agent. Import leaves the source installation in place. Until duplicate-identity and uninstall behavior has been tested for this repository, do not import a skill and also install the same skill through npx skills or the package route.

Codex's bundled skill installer writes to a different Codex-specific directory and is not a tested installation path for this repository. Codex does not deduplicate same-name skills across install roots, so don't combine it with the .agents/skills route above.

See the checked-in Codex compatibility matrix for tested versions, package boundaries, and pending runtime gates. A valid install is not yet a package-wide runtime support claim. As of v2.4.0 the tested versions lag the released ones: the matrix records evidence gathered against the previous release, and the install commands above deliver the newer packages.

Claude.ai

Skills can be added via the Claude.ai interface under Settings > Skills.

Skills overview

The Updated column in every table below is the date that skill or plugin last changed, taken from git history rather than typed by hand. Use it to judge whether your installed copy has drifted: a skill that cites statutes, platform APIs, or vendor behavior is worth re-checking against its sources once it is several months old. The same dates appear as tape on each card at skills.amditis.tech, where the tape yellows with age.

Core journalism skills (in journalism-core plugin)

These fourteen skills ship together as the journalism-core plugin. Install via /plugin install journalism-core@claude-skills-journalism to get all of them at once.

Skill Description Updated
ai-writing-detox Eliminate AI-generated patterns that erode reader trust. Banned words, phrases, and structures with alternatives May 8, 2026
crisis-communications Breaking news protocol, rapid verification, crisis response, misinformation countering Jul 21, 2026
data-journalism Dataset analysis, chart and map creation, statistical reasoning, data-driven story structure Jul 21, 2026
editorial-workflow Story assignment tracking, deadline management, editorial calendars, handoff protocols May 8, 2026
fact-check-workflow Claim extraction, evidence gathering, rating scales, correction protocols Jul 21, 2026
foia-requests Public records request drafting (federal FOIA + NJ OPRA), tracking, appeals, current statutory citations Jul 7, 2026
interview-prep Pre-interview research, question frameworks, recording consent, attribution guidelines May 8, 2026
interview-transcription Whisper / WhisperX transcription pipelines, quote management, speaker diarization May 8, 2026
newsletter-publishing Email newsletter creation, subscriber management, deliverability, 2024–2026 Gmail / Yahoo / Outlook bulk-sender compliance May 8, 2026
newsroom-style AP Style enforcement, attribution rules, headline formatting, number conventions May 8, 2026
photo-metadata Embed caption, byline, credit, alt text, keywords, copyright / Creative Commons license, AI-source labeling (IPTC Digital Source Type), and Google-Images licensing into a photo's IPTC/EXIF/XMP metadata; strip GPS for source protection; read C2PA Content Credentials; batch-tag a folder for a news wire Jul 24, 2026
social-media-intelligence Narrative tracking, coordinated-campaign analysis, account authenticity checks, OSINT for digital investigations Jul 21, 2026
source-verification SIFT method, image and video verification, deepfake detection (2026), C2PA Content Credentials, verification trails Jul 21, 2026
story-pitch Pitch templates for daily news, features, investigations, op-eds, and freelance queries May 8, 2026

Research and academic skills (in research-toolkit plugin)

These six skills ship together as the research-toolkit plugin. Install via /plugin install research-toolkit@claude-skills-journalism to get all of them at once.

Skill Description Updated
academic-writing Research design, literature reviews, IMRaD structure, peer review responses, grant proposals May 8, 2026
content-access Unpaywall, CORE, Semantic Scholar APIs, library databases, ethical access patterns Jul 21, 2026
digital-archive Building archives with AI enrichment, entity extraction, knowledge graphs Jul 21, 2026
free-apis-catalog Curated free-API catalog organized by journalism use-case, with currency notes for major API sunsets (IEX Cloud, CrowdTangle, ProPublica Congress, X, Reddit) and an evaluation rubric May 10, 2026
page-monitoring Change detection, RSS generation, webhook alerts, automatic archiving on changes Jul 21, 2026
web-archiving Wayback Machine, Archive.today, legal evidence preservation, multi-archive redundancy Jul 21, 2026

Design and production

Skill Description Updated
pdf-design Professional PDF reports and proposals with brand system, budget tables, and multi-page layouts. For the full interactive experience, use pdf-playground instead Jul 21, 2026
visual-explainer Turn complex data into styled HTML pages — architecture diagrams, data tables, flowcharts, timelines, source maps, and dashboards with dark/light theme support. Now registered as a plugin (/plugin install visual-explainer@claude-skills-journalism) Jul 22, 2026

PDF Playground skill

This skill ships inside the pdf-playground plugin.

Skill Description Updated
document-design Create print-ready HTML proposals, reports, one-pagers, newsletters, slides, flyers, and other PDF-ready documents with reusable brand and layout patterns Jul 22, 2026

Superjawn skills

These fourteen skills ship inside the superjawn plugin.

Skill Description Updated
brainstorming Explore intent, requirements, design, and relevant research before creative implementation work Jul 21, 2026
dispatching-parallel-agents Divide independent tasks among parallel agents without shared-state conflicts May 7, 2026
executing-plans Execute a written implementation plan with freshness and review checkpoints Jul 21, 2026
finishing-a-development-branch Verify completed work and choose a safe integration, pull request, or cleanup path May 7, 2026
receiving-code-review Evaluate review feedback against the code before implementing it May 7, 2026
requesting-code-review Request focused review before integration or after a major implementation May 8, 2026
subagent-driven-development Execute independent plan tasks with agents in the current session May 8, 2026
systematic-debugging Investigate root cause and relevant evidence before proposing a bug fix Jul 21, 2026
test-driven-development Write a failing test before implementing a feature or bug fix May 7, 2026
using-git-worktrees Create isolated worktrees with safe directory selection and verification Jul 21, 2026
using-superjawn Discover and invoke the right Superjawn skill for the current task May 7, 2026
verification-before-completion Run and inspect verification evidence before claiming work is complete May 7, 2026
writing-plans Turn a specification or requirements into a checked implementation plan May 7, 2026
writing-skills Research, create, edit, and verify reusable skills Jul 21, 2026

Project documentation skills (in project-templates-toolkit plugin)

These three skills ship together as the project-templates-toolkit plugin. Install via /plugin install project-templates-toolkit@claude-skills-journalism to get all of them at once.

Skill Description Updated
project-memory Generate CLAUDE.md files that capture project-specific knowledge. Includes templates for editorial tools, events, publications, research, pipelines, and archives May 11, 2026
project-retrospective Generate LESSONS.md files that document what worked and what didn't. Templates for investigations, events, publications, and tools May 10, 2026
template-selector Decision tree for choosing the right project documentation template May 10, 2026

Development skills (in dev-toolkit plugin)

These eleven skills ship together as the dev-toolkit plugin. Install via /plugin install dev-toolkit@claude-skills-journalism to get all of them at once, or copy individual skills from dev-toolkit/skills/<name>/.

Skill Description Updated
accessibility-compliance WCAG 2.2 baseline, alt text, focus management, motion preferences, accessible charts Jul 21, 2026
claude-md-updater Detect session lessons, new paths, infra changes, and workflows and propose scoped CLAUDE.md edits for approval Jul 21, 2026
electron-dev Electron security model (contextIsolation, sandbox), IPC patterns, packaging May 8, 2026
mobile-debugging Eruda, vConsole, Chrome DevTools on Android, Safari Web Inspector for iOS, console capture Jul 21, 2026
one-way-door Flag irreversible architectural decisions (data models, infra, auth, APIs) before committing Jun 10, 2026
python-pipeline Data pipelines (pandas, polars, DuckDB, asyncio) with modular architecture Jul 21, 2026
test-first-bugs Test-driven bug fixing: write failing test first, then fix with subagents May 8, 2026
vibe-coding AI-assisted development workflow (Claude Code, Cursor, Aider, Continue) May 8, 2026
web-scraping Ethical scraping patterns (Playwright, robots.txt, anti-bot defense, terms-of-service) Jul 21, 2026
web-ui-best-practices Container queries, :has(), view transitions, scroll-driven animations, signs of taste in web UI May 8, 2026
zero-build-frontend ESM import maps, htmx, Alpine.js, no-build deployment Jul 21, 2026

Security skills (in security-toolkit plugin)

These four skills ship together as the security-toolkit plugin, paired with the /security-toolkit:hotpatch slash command. Install via /plugin install security-toolkit@claude-skills-journalism to get all of them at once.

Skill Description Updated
api-hardening Rate limiting, input validation, CORS, security headers, API key management, defense-in-depth for Express, FastAPI, and serverless May 9, 2026
secure-auth Production-ready authentication patterns: password hashing, session management, JWT, OAuth, passkeys / WebAuthn, MFA Jul 21, 2026
security-checklist Pre-deployment security audit covering OWASP Top 10 fundamentals: authentication, input validation, secrets, database security, compliance basics May 9, 2026
supply-chain-hardening npm/bun install-time cooldown plus sandboxed pre-install scan (bwrap on Linux, sandbox-exec on macOS). Defends against Mini Shai-Hulud-class worms; paired with /security-toolkit:hotpatch for the cooldown-bypass case May 11, 2026

Video analysis skills (in video-toolkit plugin)

These four skills ship together as the video-toolkit plugin and compose into one pipeline. Install via /plugin install video-toolkit@claude-skills-journalism, or copy individual skills from video-toolkit/skills/<name>/.

Skill What it does Updated
video-download Collect public video from Twitter/X, TikTok, YouTube, Instagram, and Facebook via yt-dlp, with a browser-automation fallback for broken extractors Jul 22, 2026
video-transcribe Batch Whisper transcription with a provenance sidecar per transcript; the CPU whisper.cpp path is the transcript of record so an auditor can re-run it without a GPU Jul 22, 2026
video-frames Extract frames, build 3x3 grid composites, and run vision analysis over on-screen text, setting, and presentation style Jul 22, 2026
video-dashboard Aggregate transcripts and frame analysis into topic, tone, and cross-platform views behind a single-page dashboard Jul 22, 2026

Hooks

Hooks are automated checks that run at specific points in your workflow. Most are non-blocking warnings, but three block intentionally until you resolve them: one-way-door-check, enforce-test-first, and no-ai-attribution.

Writing quality hooks

Hook Event Description
ap-style-check PostToolUse Flag common AP Style violations
ai-slop-detector PostToolUse Warn about AI-generated patterns
accessibility-check PostToolUse Check alt text, heading structure, link text
copywriting-preflight UserPromptSubmit Interview for intent before drafting a new piece or revision

Verification hooks

Hook Event Description
source-attribution-check PostToolUse Flag unattributed quotes and claims
verification-reminder PostToolUse Prompt to verify facts before including
data-methodology-check PostToolUse Ensure data stories include methodology

Editorial workflow hooks

Hook Event Description
source-diversity-check PostToolUse Note when sources may lack diversity
legal-review-flag PostToolUse Flag potentially defamatory content
pre-publish-checklist Stop Reminder checklist before completing tasks
deadline-tracker SessionStart Surface upcoming deadlines

Preservation hooks

Hook Event Description
archive-reminder PostToolUse Remind to archive URLs when citing sources

Development hooks

Hook Event Description
one-way-door-check PreToolUse Block creation of files representing irreversible architectural decisions
bug-report-detector UserPromptSubmit Detect bug reports and remind to follow test-first workflow
enforce-test-first PreToolUse Block source code edits until a test file has been written
pre-commit-review PreToolUse Surface the staged diff for line-by-line review before a commit, and flag deletions of safety-critical guardrails
no-ai-attribution PreToolUse Block AI authorship credit in commits, PR bodies, and comments before they land

Skill structure

Each shared skill follows the Agent Skills standard:

skill-name/
├── SKILL.md          # Main instructions (required)
├── examples/         # Example inputs/outputs (optional)
├── templates/        # Reusable templates (optional)
└── scripts/          # Helper scripts (optional)

SKILL.md format

---
name: skill-name
description: When to use this skill and what it does
---

# Skill title

Instructions and knowledge for Claude to use.

Usage examples

Source verification

When you ask Claude to verify a claim or check a source:

"Can you help me verify this viral tweet claiming [X]?"
"What steps should I take to verify this document?"
"Help me check if this image is authentic"

Interview preparation

When preparing for interviews:

"Help me prepare questions for interviewing the mayor about the budget"
"What background research should I do before this interview?"
"Create a question framework for an investigative interview"

Story pitching

When developing story ideas:

"Help me pitch this feature story idea"
"Draft a query letter for this freelance investigation"
"What's the angle for this daily news story?"

Fact-checking

When verifying claims:

"Walk me through fact-checking this politician's statement"
"Help me document the evidence for this claim"
"What rating should this fact-check receive?"

Project documentation

When setting up or closing projects:

"Generate a CLAUDE.md for this investigation project"
"Write a retrospective for the conference website we just finished"
"Which template should I use for this newsletter project?"

Social media intelligence

When investigating online narratives:

"Help me analyze this account for authenticity"
"Track how this claim is spreading across platforms"
"Check for signs of coordinated behavior"

Web archiving and monitoring

When preserving or tracking content:

"Archive this page to multiple services for redundancy"
"Set up monitoring for changes to this government page"
"Find academic papers related to this topic"

Contributing

Contributions welcome! See CONTRIBUTING.md for the full guide — skill structure, testing, and style guidelines.

Quick version: fork, create your skill with a SKILL.md frontmatter file, run npm run validate:agent-skills, test the clients affected by your change, and submit a PR.

Target audiences

  • Investigative journalists - source verification, FOIA, data analysis
  • Newsroom developers - scraping, data pipelines, visualization tools
  • Academic researchers - writing, methodology, peer review
  • Graduate students - thesis writing, literature reviews, proposals
  • Communications professionals - content strategy, research methods
  • Fact-checkers - verification workflows, evidence documentation
  • Digital archivists - preservation, metadata, knowledge graphs
  • Editors - workflow management, style enforcement, quality control

Related resources

License

MIT License - See LICENSE for details.

Author

Joe Amditis (@jamditis)