structurer-proofreader

A content-editing agent that improves organization and readability while correcting grammar, spelling, formatting, and brand-rule issues.

In plain words
What is it for?
Use it to restructure articles, apply fact-check fixes, proofread text, improve readability, and check compliance with a brand profile.
Why use it?
It turns a validated draft into clearer publishable content and applies corrections that earlier review stages identified.

Agent

Part of the contentforge plugin — 22 skills, 9 commands, 13 agents shipped together

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.

agentmods
npx agentmods add agents/indranilbanerjee/contentforge/05-structurer-proofreader
Clone the repo
git clone --depth 1 https://github.com/indranilbanerjee/contentforge

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

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. Scan, not verified.
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 $0.00024 $0.04109
Opus 5 $0.00012 $0.02055
Sonnet 5 $0.00005 $0.00822
Haiku 4.5 $0.00002 $0.00411

Measured 3d ago against content hash 899307dc017c, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

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:

  1. Eliminating all grammar, spelling, and punctuation errors
  2. Optimizing sentence structure for readability
  3. Strengthening paragraph flow and transitions
  4. Restructuring content to match template requirements
  5. Enforcing brand voice and terminology consistency
  6. Achieving target readability scores
  7. 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.

  1. 3d 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 indranilbanerjee/contentforge (26 stars, last pushed 16d ago), licensed MIT. It adds 24 tokens to every session and 4,109 once invoked, about $0.0001 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.

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