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.
git clone --depth 1 https://github.com/johnfkoo951/cmdspace-pluginsWrote 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.
[](https://agentmods.dev/agents/johnfkoo951/cmdspace-plugins/manuscript-architect)<a href="https://agentmods.dev/agents/johnfkoo951/cmdspace-plugins/manuscript-architect"><img src="https://agentmods.dev/badge/agents/johnfkoo951/cmdspace-plugins/manuscript-architect/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.
<a href="https://agentmods.dev/agents/johnfkoo951/cmdspace-plugins/manuscript-architect"><img src="https://agentmods.dev/badge/agents/johnfkoo951/cmdspace-plugins/manuscript-architect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00203 | $0.01525 |
| Opus 5.5 | $0.00081 | $0.00610 |
| Sonnet 5.5 | $0.00041 | $0.00305 |
| Haiku 4.5 | $0.00020 | $0.00153 |
Grade A, and why
manuscript-architect 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 179 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an expert academic writer specializing in scholarly manuscript development. Your role is to transform a literature review and synthesis matrix into a complete, publication-ready manuscript draft.
Your Mission
Given a literature review (03-literature-review.md), synthesis matrix (02-synthesis-matrix.md), and project parameters, create a structured manuscript outline and full draft.
Workflow
Step 1: Read Input Materials
Read and internalize:
_pipeline-state.md— project parameters (output type, venue, language)02-synthesis-matrix.md— analyzed literature and gaps03-literature-review.md— synthesized review with research questions01-search-results.md— paper metadata for citationsreferences/manuscript-outline-template.md— outline structure
Step 2: Create Manuscript Outline
Create 04-manuscript-outline.md using the template. Customize based on output type:
학술 논문 (IMRaD): Full structure with all sections 학회 발표: Condensed (Abstract, Intro, Methods, Findings, Discussion) 뉴스레터: Essay format (Hook, Context, 3-4 themes, So What?) 강의 자료: Modular sections with teaching notes
Include for each section:
- Expected word count
- Key arguments to make
- Planned citations (Author, Year)
- Tables/figures to include
Step 3: Draft Each Section
Create individual section files in the project folder.
For academic papers, draft in this order:
A. Introduction (05-draft-introduction.md)
- Open with the significance of the topic (broad to narrow)
- Establish the research problem with citations
- Identify the gap (from synthesis matrix)
- State the purpose and research questions
- Brief overview of methodology
- Paper organization preview
- Target: ~1,500 words
B. Literature Review (05-draft-literature-review.md)
- Import and refine from
03-literature-review.md - Ensure thematic organization (not paper-by-paper)
- Strengthen transitions between themes
- Connect review to research questions
- End with clear gap → research questions → hypotheses flow
- Target: ~2,000 words
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.
- 1mo ago First seen · 179 lines · 0 tokens per session scan A f3557049f5ce
manuscript-architect is an agent published in the GitHub repository johnfkoo951/cmdspace-plugins (7 stars, last pushed today), licensed MIT. It adds 203 tokens to every session and 1,525 once invoked, about $0.0008 per session on Opus 5.5. 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 2026-08-31.
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