WenyuChiou/awesome-agentic-ai-zh
Instructions file
Instructions for WenyuChiou/awesome-agentic-ai-zh, covering project memory — awesome-agentic-ai-zh, 📍 repo positioning — read before adding anything, canonical anthropic models, framing rules (do not violate) and exercise file conventions.
WenyuChiou/awesome-agentic-ai-zh
Skill Claude CodeCodex
Use when a tool-calling agent does not call a tool, sends wrong arguments, loops without stopping, or needs a function schema. Guides a four-branch diagnosis and five-step schema repair. Do not use for framework-specific, MCP-server, or production-observability questions.
Plugin Claude Code
Researcher-facing Claude Code skills for Zotero, Obsidian, NotebookLM, research memory, and paper workflows.
Plugin Claude Code
Hand token-heavy mechanical work (batch edits, scaffolding, refactors, test generation, plotting scripts) from Claude to Codex CLI.
Skill Claude CodeCodex
Delegates implementation-heavy or repetitive coding work (batch edits, boilerplate, multi-file refactors with clear patterns, test scaffolding) from Claude to OpenAI Codex CLI. Use when token cost outweighs judgment cost. Trigger phrases include "delegate to codex", "let codex do this", "batch refactor across files"…
Plugin Claude Code
11 research-hub skills: literature triage matrix, context compression, project orientation, design dialog, multi-AI routing, NotebookLM brief verification, paper-memory builder, paper summarizer, Zotero curator, the gap-to-topic decision dossier, and the research-hub orchestrator. Auto-discovered from skills/ /SKI.
Instructions file CodexOpenCode
Instructions for WenyuChiou/research-hub: This repository uses OpenWiki for recurring code documentation. Start with openwiki/quickstart.md, then follow its links to architecture, workflows, domain concepts, operations, integrations, testing guidance, and source maps.
Instructions file
Instructions for WenyuChiou/research-hub: This repository uses OpenWiki for recurring code documentation. Start with openwiki/quickstart.md, then follow its links to architecture, workflows, domain concepts, operations, integrations, testing guidance, and source maps.
Skill Claude CodeCodex
Use research-hub to operate Zotero, Obsidian, and NotebookLM research workflows through CLI, MCP, REST, and dashboard. Trigger when the user asks to find papers, ingest sources, organize a literature review, build Obsidian research notes, upload sources to NotebookLM, inspect clusters, generate AI briefs, or maintain…
Skill Claude CodeCodex
Turn a research area into a go/no-go decision dossier for ONE candidate thesis/proposal topic — a 3-gate verdict (is the gap open? is it a contribution? is it feasible?) with the evidence laid out so the researcher can verify it. Use when the user asks "is this gap worth pursuing", "help me pick a thesis topic", "is…
Skill Claude CodeCodex
Turn a list of papers (Zotero collection, Obsidian cluster, manual list) into a compact comparison matrix written to .research/literaturematrix.md, instead of generic per-paper summaries. Use when the user asks to "make a literature matrix", "compare these papers by method/data/limitations", or "decide which papers…
Skill Claude CodeCodex
Compare a downloaded NotebookLM brief against the source bundle research-hub uploaded, and report missed sources, unsupported claims, contradictions, and recommended follow-up prompts. Use when the user asks to "verify this NotebookLM brief", "check if the brief missed anything", or "compare downloaded notes to the…
Skill Claude CodeCodex
Convert a paper draft + figures + Zotero metadata into reusable .paper/claims.yml and .paper/figures.yml files so the academic-writing-skills skill can do writing, revision, and audit passes without re-reading the manuscript every time. Use when the user asks to "build paper memory", "extract claims from this…
Skill Claude CodeCodex
After research-hub ingests a cluster of cited papers, fill the per-paper Key Findings + Methodology + Relevance sections in BOTH Obsidian markdown and the Zotero child note. Use when the user says "fill the TODO Key Findings/Methodology blocks left by research-hub auto", "I just ran auto and don't know what these…
Skill Claude CodeCodex
Inspect a research repository and write a compact .research/ workspace manifest (projectmanifest.yml, experimentmatrix.yml, datadictionary.yml) so future AI sessions can orient themselves without rescanning the whole repo. Use when the user asks to "compress this project context", "create a research manifest", or…
Skill Claude CodeCodex
Guide a researcher through 5 Socratic segments — research question sharpening, expected mechanism, identifiability check, validation plan, risk register — and produce .research/designbrief.md. Use when the user asks to "frame this research question", "design my study", "help me think through what model to build"…
Skill Claude CodeCodex
Research-domain router that writes .coord/multiaiplan.md when a single round of work will need two or more delegates AND the work touches research-hub artifacts (.research/, .paper/, Zotero/Obsidian/NotebookLM pipelines). For a single delegate, use codex-delegate or gemini-delegate directly — do not invoke this skill.…
Skill Claude CodeCodex
Read the .research/ manifest files at a project root and produce a single orientation memo (research question, datasets, current stage, key entrypoints, evidence artifacts, open questions). Use when the user asks to "orient me in this project", "what is this repo about", or "build a context map for this paper" — and…
Skill Claude CodeCodex
Audit and curate a Zotero library — find duplicate DOIs, orphan items missing required tags, propose collection rebinds, identify bloated or under-used collections, generate tag hygiene reports, emit preview-only cleanup plans. Use when the user asks to "audit Zotero", "find duplicates", "tag hygiene report", "which…
Skill Claude CodeCodex
Use research-hub to operate Zotero, Obsidian, and NotebookLM research workflows through CLI, MCP, REST, and dashboard. Trigger when the user asks to find papers, ingest sources, organize a literature review, build Obsidian research notes, upload sources to NotebookLM, inspect clusters, generate AI briefs, or maintain…
MCP server Claude CodeCodexCursor +2
AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all three, through CLI, MCP, REST, and dashboard. Runs locally from the research-hub-pipeline Python package.
Plugin Claude Code
Full Zotero CRUD: search, add, update, delete items with notes, tags, and collections (PDF upload via raw pyzotero). Dual local/Web API routing.
Skill Claude CodeCodex
Full CRUD operations on Zotero library — search, add, update, delete items with notes, tags, and collections (PDF upload is available via raw pyzotero, see references/create-operations.md). Uses dual-API architecture (local API for fast reads, Web API for writes). Use this skill whenever the user mentions Zotero…
WenyuChiou/agent-collab-skills
Plugin Claude Code
Context-safe multi-agent collaboration skills for Claude Code: task splitter, context budget, output reconciler, debate, shared memory, acceptance gate. Composes with codex-delegate and pinned-model Claude lanes (gemini lane deprecated).