Extract Futureworks
Future-works analysis skill with two modes. Mode audit: review one manuscript's own future-works / conclusion / limitations section (.tex/.md) — presence, testability, link to a stated limitation, and novelty against the literature — and emit flagged findings for the host agent's plan. Mode mine: extract the stated future works / open problems of a corpus from full text (download via download_pdf.py any-format, parse via extract_text.py --section-scan) and synthesize a corpus future-works table (with fit to the review and a Pareto 80/20 effort-vs-impact ranking) plus a research-opportunity list. Used inside the four auditors (audit) and scopus-researcher (mine). Trigger when an agent reaches its future-works / hypothesis step.
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From the source SKILL.md
A reusable future-works capability invoked by the academic agents. It mirrors the extract-statistic skill: two modes, one input contract each, and a strict boundary — it produces findings, the host agent judges them through its own deliberation step. The full pipeline and flag catalogue live in [references/futureworks-protocol.md](references/futureworks-protocol.md); the heading cues used to locate the relevant passages live in [references/section-cues.md](references/section-cues.md). Read both before using this skill. This file is the entry point and contract.
What this skill does
Extract Futureworks is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/extract-futureworks/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Extract Futureworks Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 159,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
How to install
Free
Manual install (2 steps)
mkdir -p ~/.claude/skills/extract-futureworks
curl -L https://claudskills.com/skills/extract-futureworks/SKILL.md \
-o ~/.claude/skills/extract-futureworks/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/extract-futureworks/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/extract-futureworks/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\extract-futureworks\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
Pro
One-click install via the desktop app
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
Pro
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
Frequently asked questions
How do I install the Extract Futureworks Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/extract-futureworks/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Extract Futureworks skill do?
Future-works analysis skill with two modes. Mode audit: review one manuscript's own future-works / conclusion / limitations section (.tex/.md) — presence, testability, link to a stated limitation, and novelty against the literature — and emit flagged findings for the host agent's plan. Mode mine: extract the stated future works / open problems of a corpus from full text (download via download_pdf.py any-format, parse via extract_text.py --section-scan) and synthesize a corpus future-works table (with fit to the review and a Pareto 80/20 effort-vs-impact ranking) plus a research-opportunity list. Used inside the four auditors (audit) and scopus-researcher (mine). Trigger when an agent reaches its future-works / hypothesis step.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Extract Futureworks skill?
Use Extract Futureworks when your Claude Code task falls under the Science & Research category — specifically in the research methods area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Extract Futureworks" or describe the task and let Claude pick). Browse related skills at
/category/science/.
What is a Claude Code skill and how does the Extract Futureworks skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Extract Futureworks is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
LARi-UQAC. (2026). Extract Futureworks [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/extract-futureworks/
BibTeX
@misc{extract-futureworks-2026,
author = {LARi-UQAC},
title = {Extract Futureworks [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/extract-futureworks/}
}Embed this skill
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Security scan
Grade A · scanned 2026-07-24 — free static scan against the OWASP Agentic Skills Top 10.
The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ⚠ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
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