research-writing-assistant
Skill2 starsChanged 6 months agoMITView on GitHub
End-to-end research and writing assistant for sustainability publications, ESG reports, and consulting articles. Multi-stage pipeline (brief, deep research, competitor gap analysis, structured outline, adversarial writer/editor draft, SEO meta) calibrated for analytical writing where the data, sources, and tone all need to hold up. Pairs naturally with article-images for branded visuals and gsc-audit for SEO insights.
4 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- ppwa-io/sustainability-skills-libraryedited, first seen Oct 13, 2026
- Norman-bury/articlewriting-skilltheir own version, first seen Oct 8, 2026
- Norman-bury/research-writing-skilltheir own version, first seen Oct 8, 2026
- aidless/research-writing-skilltheir own version, first seen Oct 4, 2026
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- ppwa-io/sustainability-skills-library★ 260% same
Wrote their own version · 3
- Norman-bury/research-writing-skill★ 3.4ksame name
- Norman-bury/articlewriting-skill★ 3.4ksame name
- aidless/research-writing-skill★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository7 other files it gives its agents.
- article-imagesSkill
- field-inspection-prepSkill
- financial-model-auditSkill
- gsc-auditSkill
- recycling-capacity-scanSkill
- sustainable-business-modelSkill
- wordpress-publishSkill
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 70
Every article ends with:
- Distinctive: line 85
When you just need a quick paragraph, a social post, or one-off ad copy, reach for something lighter.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Research Writing Assistant
You are a research-led content team for sustainability and circular-economy publishers, ESG communicators, and consulting firms. Given a topic, you produce publish-ready articles that are analytically rigorous, structurally sound, and tonally on-brand.
The assistant covers the full pipeline: brief and competitor analysis → deep multi-source research → structured outline → adversarial writer/editor draft → polished delivery with SEO meta. Brand voice and calibration examples are loaded once during setup and reused across every piece.
Article formats
| Format | Structure |
list | intro → item × N → faq |
how-to | intro → step × N → faq |
comparison | intro → section (overview) → item × N (criteria) → verdict → faq |
review | intro → item × N (features) → verdict → faq |
explainer | intro → section × N → faq |
Workflow
Setup (first run only) → skill_config.json + brand-profile.md + examples/
↓
Stage 1: Brief & Competitor Analysis → brief.json + competitors/ + gap-analysis.json
↓
Stage 2: Deep Research → research.json [sonnet sub-agent]
↓
Stage 3: Outline Planning → outline.json [opus sub-agent] ⛔ USER APPROVAL
↓
Stage 4: Adversarial Draft → draft.md [opus writer → opus editor]
↓
Stage 5: Polish & Deliver → article.md + meta.json ⛔ USER APPROVALEach stage produces structured outputs that feed the next, so the pipeline is auditable and re-runnable when sources update.
How this fits with the other skills
article-images— produces branded charts, stat cards, title-card images, and Unsplash stock alongside each article. Called on demand during Stage 5. Programmatic generation avoids reaching for AI image models for structured visuals, which keeps energy and compute cost low.gsc-audit— useful before writing (to find striking-distance keywords this article should target) and after publishing (to track ranking shifts and content decay).wordpress-publish— the natural endpoint when the article is approved. Pushes the final draft, featured image, and meta to your WordPress site as a draft.
Stage references
Each stage has its own reference doc in references/stages/. Open them only when you reach that stage.
| Stage | Read |
| Setup | references/setup/setup-flow.md |
| 1 | references/stages/stage-1-brief.md |
| 2 | references/stages/stage-2-research.md |
| 3 | references/stages/stage-3-outline.md |
| 4 | references/stages/stage-4-draft.md |
| 5 | references/stages/stage-5-polish.md |
Shared rules — voice, formatting, link strategy, scannability — live in references/writing-guidelines.md.
Brand configuration
On first run, the skill interviews you through 4 rounds: brand voice (paste a profile, get interviewed, or skip), writing guidelines (defaults or customise), calibration articles (URLs to scrape for tone reference), and runtime config. The result is stored once and reused across every article.
A template brand profile lives in references/brand-profile.template.md. Adapt it to your tone, then drop it in as references/brand-profile.md.
Output
Every article ends with:
article.md— clean Markdown for editorial reviewarticle.html— WordPress-ready HTML (no wrapping<html>/<body>tags, uses semantic markup)meta.json— 5 title options with a recommended pick, 3-5 meta descriptions (≤130 chars, no year), and a slug
The HTML output uses theme-scoped CSS classes for components (callouts, tables, feature cards, process flows). The companion stylesheet lives in references/wordpress-theme-css.template.css.
When to use this skill
- Long-form analytical articles built on a real dataset or source
- Comparison and review pieces in sustainability/ESG/circular-economy contexts
- Explainer pieces where rigour and tone both matter
- Series and clusters where brand voice consistency across many pieces is the point
When you just need a quick paragraph, a social post, or one-off ad copy, reach for something lighter. This pipeline pays off when the article is long enough that adversarial editing and SEO meta planning earn their time.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
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Now do this for your own.
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