Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add yifanfeng97/Hyper-Extract
Maintenance
fresh
24d since push
Risk
Safe to try
License is unclear
GitHub quality
2.8K
100/100 quality · 84/100 trust
Coverage tags
Review notes
License is unclear · License clarity: Unknown
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
2.8K GitHub stars
Repo activity
2.8K stars, 323 forks
Maintenance
24d since push
License
Unknown
Install
npx skills add yifanfeng97/Hyper-Extract
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add yifanfeng97/Hyper-ExtractDo not use when
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Install targets
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add yifanfeng97/Hyper-ExtractAgent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20Hyper%20Extract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Hyper%20Extract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/yifanfeng97-hyper-extract/install
Agent should check
Copy prompt
Task: Use Hyper Extract in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Hyper%20Extract%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/yifanfeng97-hyper-extract/install
Install command: npx skills add yifanfeng97/Hyper-Extract
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/yifanfeng97-hyper-extract/install
LLM text format
/api/skills/yifanfeng97-hyper-extract/install?format=text
Find alternatives
/api/skills/search?q=Hyper%20Extract&limit=3
Agent prompt
Use Hyper Extract for this task. Review https://www.openagentskill.com/api/skills/yifanfeng97-hyper-extract/install, then install with: npx skills add yifanfeng97/Hyper-ExtractRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/yifanfeng97-hyper-extract
LLM text
/api/registry/manifest/yifanfeng97-hyper-extract?format=text
Install alias
/api/registry/install/yifanfeng97-hyper-extract
Recommend
/api/registry/recommend?task=Use%20Hyper%20Extract%20in%20an%20agent%20workflow&limit=3
Agent fit
RAG and knowledge
Use-case tags
Platforms
Python, AI Agents, Claude Code
Audit report
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
RAG and knowledge
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
Review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS2.8K GitHub stars
Stars/forks activity
PASS2.8K stars, 323 forks; issue activity unavailable in current metadata
Recent maintenance
PASS24d since push
License clarity
CHECKUnknown
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Stack fit
Ingest, retrieve, and cite
A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Turn skills into distribution
A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Inspect, patch, and verify code
A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills in this category, ranked with the same readiness and quality signals.
Build and run autonomous AI agents for open-ended tasks
The agent engineering platform.
The API to search, scrape, and interact with the web at scale. 🔥
The agent that grows with you
Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & Tools
Decision snapshot
2,759 GitHub stars
Audit snapshot
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the audit before production use.
Growth loop
Scenario-led draft for Hyper Extract, ready for a manual X post.
The useful research skills are not search wrappers. They help agents keep sources attached. Hyper Extract helps agents turn docs, data, or knowledge bases into grounded work. 2.8K stars https://www.openagentskill.com/skills/yifanfeng97-hyper-extract?ref=x #AIAgents
Listing + install path for Hyper Extract: https://www.openagentskill.com/skills/yifanfeng97-hyper-extract?ref=x Install: npx skills add yifanfeng97/Hyper-Extract
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This community indexed listing is attributed to yifanfeng97 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/yifanfeng97-hyper-extract)
[](https://www.openagentskill.com/skills/yifanfeng97-hyper-extract)
[](https://www.openagentskill.com/skills/yifanfeng97-hyper-extract/audit)
[](https://www.openagentskill.com/skills/yifanfeng97-hyper-extract)yifanfeng97✓
@yifanfeng97
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