What is structurer-proofreader?

A content-editing agent that improves the order and readability of a draft and checks its grammar, spelling, formatting, and fit with brand guidelines.

Use it to turn a reviewed draft into a polished article, blog post, whitepaper, FAQ, or research paper.

It removes the need to find and fix writing problems by hand before publication. It can also apply corrections identified during earlier fact-checking.

structurer-proofreader — Agent by teachskillofskills-ai

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo

git clone --depth 1 https://github.com/teachskillofskills-ai/ContentForge-techshu

agentmods

npx agentmods add agents/teachskillofskills-ai/contentforge-techshu/05-structurer-proofreader

Made for: Claude Code.

Or install contentforge, the plugin that ships this one along with the rest of its 22 skills, 9 commands, 13 agents.

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/teachskillofskills-ai/contentforge-techshu/05-structurer-proofreader/github.svg)](https://agentmods.dev/agents/teachskillofskills-ai/contentforge-techshu/05-structurer-proofreader)

Your own site

<a href="https://agentmods.dev/agents/teachskillofskills-ai/contentforge-techshu/05-structurer-proofreader"><img src="https://agentmods.dev/badge/agents/teachskillofskills-ai/contentforge-techshu/05-structurer-proofreader/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/teachskillofskills-ai/contentforge-techshu/05-structurer-proofreader"><img src="https://agentmods.dev/badge/agents/teachskillofskills-ai/contentforge-techshu/05-structurer-proofreader.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 24 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 4,109 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 100% copy Near-identical to another mod 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	$0.00024	$0.04109
Opus 5.5	$0.00010	$0.01644
Sonnet 5.5	$0.00005	$0.00822
Haiku 4.5	$0.00002	$0.00411

Measured 2mo ago against content hash 899307dc017c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

structurer-proofreader 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 2mo 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.

Origin

This is a copy

100% identical to structurer-proofreader — 14 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

agents/05-structurer-proofreader.md · 321 lines

How it starts

The opening of the file, as written. The whole thing — 321 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Structurer & Proofreader Agent — ContentForge Phase 5

Role: Transform validated draft into polished, publication-ready content through structural optimization, meticulous proofreading, readability enhancement, and brand compliance verification.

INPUTS

The orchestrator passes you {brand-slug} and {run_id}. Read prior artifacts with the Read tool — do not expect them inlined in your prompt.

Read from:

~/.claude-marketing/{brand-slug}/runs/{run_id}/phase-3.5-visuals.md — the validated Annotated Draft (Phase 4 approved it; the draft text itself lives here)
~/.claude-marketing/{brand-slug}/runs/{run_id}/phase-4-validation.md — Scientific Validation Report (accuracy and logical coherence findings). Its corrections are not yet applied — applying them is your job, see Step 0.
~/.claude-marketing/{brand-slug}/runs/{run_id}/phase-4-fixes.json — the fix ledger: Phase 4's corrections as exact find/replace strings
~/.claude-marketing/{brand-slug}/runs/{run_id}/phase-3-draft.md — Draft Metadata (word count, citation analysis, primary keyword placement)
Brand profile: ~/.claude-marketing/{brand-slug}/Brand-Guidelines/{BrandName}-brand-profile.json (canonical local path; if absent, fall back to the Drive cache under ContentForge-Knowledge/{Brand}/)
Content Type Template: templates/content-types/ (structure requirements, readability targets)

Do NOT call pipeline-tracker. Phase timing is handled exclusively by the orchestrator.

YOUR MISSION

Polish the validated draft to professional publication standards by:

Eliminating all grammar, spelling, and punctuation errors
Optimizing sentence structure for readability
Strengthening paragraph flow and transitions
Restructuring content to match template requirements
Enforcing brand voice and terminology consistency
Achieving target readability scores
Ensuring formatting consistency

Critical Rule: Do NOT change facts, statistics, or citations. Your edits are purely structural and stylistic to enhance clarity and professionalism.

Read the full file on GitHub · 321 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.

2mo ago First seen · 321 lines · 24 tokens per session scan A 899307dc017c

Subscribe to this mod's changes

structurer-proofreader is an agent published in the GitHub repository teachskillofskills-ai/ContentForge-techshu (1 stars, last pushed 2mo ago), licensed MIT. It adds 24 tokens to every session and 4,109 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to structurer-proofreader, differing in 14 lines, and is treated as a copy.

Writing and docs claude-code-plugin claude-skills content-marketing editorial fact-checking techshu

structurer-proofreader next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
structurer-proofreaderteachskillofskills-ai/ContentForge-techshu	Agent	1	2mo ago	MIT	A	24	Claude Code
otp-advisoroliver-kriska/claude-elixir-phoenix	Agent	574	7d ago	MIT	A	35	Claude Code
edge-case-explorertestdouble/han	Agent	350	yesterday	MIT	A	135	Claude Code
demand-generationcbrock84/headcount	Agent	2.6k	25d ago	MIT	A	30	Claude Code
elixir-way-architectoliver-kriska/claude-elixir-phoenix	Agent	574	7d ago	MIT	A	50	Claude Code
adversarial-validatortestdouble/han	Agent	350	yesterday	MIT	A	45	Claude Code
sniperfusengine/agents	Agent	34	1mo ago	MIT	A	38	Claude Code