jiahao-shao1jiahao-shao1Community·17 Agent Skills Included

sjh-skills

Research workflow automation for papers, experiments, and clusters

Automates the daily research workflow: discovering and filtering papers, deep-reading them via NotebookLM, reviewing drafts, and managing ML experiment registries. Eliminates manual paper screening, hallucinated citations, scattered experiment notes, and slow remote GPU cluster operations. Connects Scholar Inbox, Notion, Obsidian, Git, and remote clusters so researchers complete reading, writing, and training loops faster.
npx skills add jiahao-shao1/sjh-skills --all -g -y
Available:

Tells the agent how the skill collection is structured, how each skill's description field drives triggering, and what behavior boundaries to follow when working with these skills.

All Skills in This Repository (17)

Pure Emerald Level Indicators
📦 In Repo
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paper-self-review

Diagnose research paper paragraphs across five axes and direct revisions.

Community
Advanced
📦 In Repo
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scholar-agent

Automate academic paper discovery, filtering, and deep reading via Scholar Inbox API and NotebookLM CLI.

Community
Advanced
📦 In Repo
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project-review

Auto-discover strategy documents and generate a five-dimension snapshot.

Community
Intermediate
📦 In Repo
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web-fetcher

Convert web pages into clean Markdown via OpenCLI or Jina Reader.

Community
Intermediate
📦 In Repo
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handoff

Generate a structured handoff summary from conversation, git diff, and task list.

Community
Intermediate
📦 In Repo
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context-audit

Audits CLAUDE.md, rules, and knowledge for progressive disclosure compliance and generates a structured remediation report.

Community
Intermediate
📦 In Repo
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obsidian-brain

Load Obsidian vault context into Claude Code with dual-zone governance.

Community
Intermediate
📦 In Repo
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sync-docs

Audits code changes and flags outdated or missing documentation.

Community
Intermediate
📦 In Repo
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notion-lifeos

Convert natural language prompts into Notion tasks, notes, projects, and Make Time entries.

Community
Intermediate
📦 In Repo
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daily-summary

Aggregate Claude Code sessions, Git commits, and Notion tasks into a timeline report.

Community
Intermediate
📦 In Repo
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paper-analyzer

Generate a structured causal-chain analysis report from an arXiv paper.

Community
Advanced
📦 In Repo
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experiment-registry

Register and manage ML experiments in a YAML-based registry.

Community
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install sjh-skills?â–¼

Run `npx skills add jiahao-shao1/sjh-skills --all -g -y` in your terminal to install the full collection globally, or add `--skill <name>` to install a single skill.

How to automate a research paper reading workflow?â–¼

The scholar-agent skill fetches your personalized Scholar Inbox digest, filters papers by your interests, and deep-reads them through NotebookLM with source-grounded answers.

Can it manage ML experiments and GPU clusters?â–¼

Yes. The experiment-registry skill tracks runs and benchmarks in YAML files, and remote-cluster-agent lets you run commands and sync code on remote GPU nodes with low latency.

Does sjh-skills work with Claude Code and Codex?â–¼

Yes. Every skill follows the standard SKILL.md format and works in Claude Code, Codex, Cursor, and other compatible agents.

Can it help with paper writing and citations?â–¼

Yes. paper-self-review checks drafts for logic and framing issues, paper-analyzer does deep critical analysis, and bibtex-fetch pulls accurate citations from arXiv and Semantic Scholar.

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