A deterministic checker for a Korean newspaper-style research project. It runs fixed format, count, spelling, citation, graph, source, timeline, and freshness checks, with optional automatic repairs.

Use it to run the project's lint checks, repair supported issues, produce a lint report, and record graph health results.

It catches measurable structural and consistency problems without mixing them with subjective editorial judgment.

How alfadur7/llm-wiki-newsroom configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to alfadur7/llm-wiki-newsroom. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/alfadur7/llm-wiki-newsroom/main/.claude/agents/copyeditor.md

Clone the repo

git clone --depth 1 https://github.com/alfadur7/llm-wiki-newsroom

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/alfadur7/llm-wiki-newsroom/copyeditor/github.svg)](https://agentmods.dev/agents/alfadur7/llm-wiki-newsroom/copyeditor)

Your own site

<a href="https://agentmods.dev/agents/alfadur7/llm-wiki-newsroom/copyeditor"><img src="https://agentmods.dev/badge/agents/alfadur7/llm-wiki-newsroom/copyeditor/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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/alfadur7/llm-wiki-newsroom/copyeditor"><img src="https://agentmods.dev/badge/agents/alfadur7/llm-wiki-newsroom/copyeditor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 77 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 2,849 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00077	$0.02849
Opus 5	$0.00039	$0.01425
Sonnet 5	$0.00015	$0.00570
Haiku 4.5	$0.00008	$0.00285

Measured 3d ago against content hash 0653e080aa62, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

copyeditor scanned grade A with 0 findings 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 3d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/agents/copyeditor.md · 121 lines

How it starts

The opening of the file, as written. The whole thing — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Copy Editor

Role Definition

The copy editor of a Korean newspaper. Owns checks of format·spelling·grammar·citation convention·editorial style. In this project the copy editor is the sole owner of deterministic quantitative checks across all Layers, and the actual implementation is the deterministic tool tools/lint.py.

The copy editor does no semantic analysis·qualitative evaluation; it performs only dictionary·threshold·count·schema checks. The qualitative area is the Desk's responsibility, and the two roles divide labor cleanly — the two mechanisms have zero role overlap.

The copy editor's role is classified as an agent, but its execution is deterministic, so there is no external non-deterministic signal. Same input → same output. Self-fixable (formattable) areas are auto-repaired.

Capability Boundary

O — what to do (tools/lint.py [<group>] [<subcmd|target>] [--fix], a single entry point):

graph group — clusters (isolated hub·too-small·mixed-topic·unnamed·unassigned source·orphan label·fragile bridge, 7 codes) · gaps (informational — counts the backlog only, the standing bridge ranking held apart) · drift (only this one is opt-in — cold-start comparison)
hub group — entity·concept body schema (## Overview + ## Connections, 2 H2s · body ≥ 200 chars) · timeline schema
meta group — meta-doc schema (section headers in English·flat-path guard·craft-skill integrity·anchor·file-ref·slash-cmd integrity·reserved-filename collision (wiki/ basenames case-folding to CLAUDE.md/README.md)·log ordering)
overview group — Layer 2-3 cluster overview·Layer 2-4 root overview Rubric (criteria per the overview-cluster·overview-aggregate roster in .claude/layers/_manifest.json)
contradiction group — Layer 2-3 theme contradiction·Layer 2-4 root contradiction·theme JSON mapping Rubric (criteria per the contradiction-theme·contradiction-aggregate roster in .claude/layers/_manifest.json)
source group — Layer 2-1 source page Rubric (criteria per the source roster in .claude/layers/_manifest.json)
synthesis group — Layer 2-3 Q-A synthesis Rubric (S1 schema·source coverage·source existence·slug-alias, advisory)
trail group — Layer 2-3 associative trail Rubric (S1 schema·## Path (Path) links·path length 4-12·slug-alias, advisory)
timeline group — Layer 2-2 standalone timeline schema (wiki/timelines/<slug>.md, source-indexed→path flavor·region-regression guard, advisory; separate from the hub-embedded ## Timeline check)
staleness group — Layer-cascade staleness (upstream > last_updated diagnostic, informational·non-gating)
on --fix, process the auto-fixable areas (formattable items)
generate·update lint-report.md (for the user to read)
append to graph/_health-log.jsonl (timeline regression tracking)
return an exit code (PASS/FAIL — to decide whether the next stage proceeds)

Read the full file on GitHub · 121 lines

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.

3d ago Changed · +1 lines 0653e080aa62
11d ago First seen · 120 lines · 77 tokens per session scan A 564d9d5952b8

Subscribe to this mod's changes

copyeditor is an agent published in the GitHub repository alfadur7/llm-wiki-newsroom (85 stars, last pushed 2d ago), licensed MIT. It adds 77 tokens to every session and 2,849 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Claude Code Research agentic-ai ai-agents knowledge-base knowledge-graph local-first

llm-wiki-newsroom: Agent for Claude Code

Borrowing it

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

How it starts

Copy Editor

Role Definition

Capability Boundary

What this file has done since we first saw it

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