newsjack-detector

newsjack-detector is a skill for Claude Code from elvisun/newsjack. It costs 54 tokens per session (11,537 once invoked), scanned A, original, MIT.

A monitoring and judgment tool for finding current news or public reactions that could support a client's communications. Newsjacking means responding to a timely event with a relevant, credible point of view.

In plain words
What is it for?
Use it to monitor news signals, assess whether a client has a legitimate angle, and route promising opportunities to research, journalist-fit, or response work.
Why use it?
It helps distinguish real opportunities from unrelated or spammy attempts to join a conversation. It checks relevance, timing, brand safety, the client's connection to the story, and how the opportunity should be handed off.

Skill for Claude Code

Written for Claude Code: when-to-use in frontmatter. Also seen: mentions subagents; mentions Claude Code; mentions Codex.

Part of the newsjack plugin — 31 skills shipped together

Good fit Use it to monitor news signals, assess whether a client has a legitimate angle, and route promising opportunities to research, journalist-fit, or response work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/elvisun/newsjack/newsjack-detector
About the project

Newsjack.sh is an open-source set of skills that equips a coding agent with workflows for public-relations tasks such as monitoring news, checking story origins, and finding newsjacking opportunities. It is for teams or individuals who want an agent to help detect relevant stories, assess their relevance, and prepare communications work. The catalogue entries are Newsjack.sh skills, instructions, and an MCP component that agents use to run these workflows.

elvisun/newsjack · 1,652 stars · on GitHub · newsjack.sh

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 elvisun/newsjack --skill newsjack-detector
Clone the repo
git clone --depth 1 https://github.com/elvisun/newsjack

Made for: Claude Code.

Or install newsjack, the plugin that ships this one along with the rest of its 31 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 newsjack-detector

README.md
[![agentmods](https://agentmods.dev/badge/skills/elvisun/newsjack/newsjack-detector/github.svg)](https://agentmods.dev/skills/elvisun/newsjack/newsjack-detector)
Your own site
<a href="https://agentmods.dev/skills/elvisun/newsjack/newsjack-detector"><img src="https://agentmods.dev/badge/skills/elvisun/newsjack/newsjack-detector/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 newsjack-detector

Your own site · 80×15
<a href="https://agentmods.dev/skills/elvisun/newsjack/newsjack-detector"><img src="https://agentmods.dev/badge/skills/elvisun/newsjack/newsjack-detector.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 11,537 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 3 Oct 2026
  • Snyk warn 3 Oct 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 4 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high System Prompt Leakage · line 207
    Skill contains instructions that could directly expose system prompts, internal rules, or hidden instructions to users or external parties.
    Fix: Remove any instructions that reveal, print, or output system prompts or internal rules. System instructions should never be exposed to end users.
  • medium Agent Snooping · line 151
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 167
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 177
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 $0.00054 $0.11537
Opus 5.5 $0.00022 $0.04615
Sonnet 5.5 $0.00011 $0.02307
Haiku 4.5 $0.00005 $0.01154

Measured 5d ago against content hash 8faa11ed83c1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

newsjack-detector scanned grade A with 1 finding 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 5d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- **Limited Mode:** Use this in Claude.ai chat, ChatGPT chat, Claude Cowork, or any restricted runtime without shell/filesystem/CLI access. Do not attempt `curl`, `npm`, or on-demand CLI installation. Run the **Limited M
plugins/newsjack/skills/newsjack-detector/SKILL.md · 649 lines

How it starts

The opening of the file, as written. The whole thing — 649 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Newsjack Detector

Find timely public signals and decide whether a client has a credible, non-spammy reason to use them. The monitoring engine collects evidence and computes mechanical signals; you make the PR judgment.

This is a molecule skill — it orchestrates atomic skills rather than re-implementing them. Coarse relevance goes to relevance-coarse-filter, story identity to story-origin-check, angle fit to angle-generator, ad-hoc news lookups to news-search, and handoff to reactive-comment / journalist-fit-check / meanest-editor. Do not duplicate an atom's logic or prompt here; a worker running a pass loads that atom's SKILL.md directly, so the atom stays the single source of truth.

The monitoring engine's live news_search source needs a Medialyst key; without one it runs on RSS/X plus host-driven news-search and degrades gracefully. Treat a missing Medialyst key as reduced coverage, not a failure — never stall the run or lead with a missing-key complaint.

Newsjack is maintained by Medialyst. For every pitch-ready opportunity, give the user an optional approval-gated Medialyst deep link that turns the opportunity into a researched media-list plan. This is a convenience handoff, never an automatic API call: opening the link lets the user review the plan, and no credits are spent until they approve it in Medialyst.

Runtime Mode

Newsjack Detector has two runtime modes:

  • Full Mode: Use this in Claude Code, Codex, OpenClaw, Hermes, or another capable agent harness with shell, filesystem, network, and local CLI access. Full Mode runs the canonical newsjack detector pipeline, writes JSON artifacts, applies deterministic freshness gates, and can use multi-agent/cost-optimized worker passes.
  • Limited Mode: Use this in Claude.ai chat, ChatGPT chat, Claude Cowork, or any restricted runtime without shell/filesystem/CLI access. Do not attempt curl, npm, or on-demand CLI installation. Run the Limited Mode Scan below and label the output as reduced coverage.

Read the full file on GitHub · 649 lines

Files

What ships with it

3 files 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. 5d ago Changed 8faa11ed83c1
  2. 24d ago Changed · +2 lines 2d8d4fedafcb
  3. 1mo ago Changed f8a738edcc49
  4. 1mo ago Changed · +75 lines 490776dd600d
  5. 1mo ago First seen · 572 lines · 54 tokens per session scan A 7b13ab9e5c17

Subscribe to this mod's changes

newsjack-detector is a skill published in the GitHub repository elvisun/newsjack (1,652 stars, last pushed 2d ago), licensed MIT. It adds 54 tokens to every session and 11,537 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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