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research knowledge base AI Skills

Discover research knowledge base skills, compare source repositories and read the instructions for each workflow.

Categories: research knowledge base

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GitHub

documentation-templates

benshapyro

Generates README files, API documentation, and inline code comments following best practices. Use when creating project documentation, writing READMEs, documenting APIs, or explaining complex code.

GitHub

denario

jackspace

Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing re...

GitHub

multi-ai-consultant

jackspace

Consult external AIs (Gemini 2.5 Pro, OpenAI Codex, fresh Claude) for second opinions when stuck on bugs or making architectural decisions. Use when: debugging attempts have failed, making significant architect...

GitHub

skills-collection-manager

jackspace

Comprehensive toolkit for managing large Claude Code skill collections including bulk downloading from GitHub, organizing into categories, detecting and removing duplicates, consolidating skills, and maintainin...

GitHub

session-launcher

jackspace

Restores full context when user says "hi-ai" or starts a new conversation. Searches project files, loads memory indexes, reads session state, and creates visual dashboard showing current project, recent decisio...

GitHub

error-debugger

jackspace

Analyzes errors, searches past solutions in memory, provides immediate fixes with code examples, and saves solutions for future reference. Use when user says "debug this", "fix this error", "why is this failing...

GitHub

hypogenic

jackspace

Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses...

GitHub

morning-brief-generator

kcwoodfield

Generate User's daily morning brief when he asks for "morning brief", "daily brief", "brief", or "what's my day look like". Compiles weather, calendar, priorities, project status, YourPet care checklist, and Ca...

GitHub

tech-news-curator

ronnycoding

Curate and analyze technical articles from engineering blogs about AI, software engineering, and emerging tech trends. Use when user asks about tech news, AI updates, engineering blogs, new frameworks, industry...

GitHub

documentation-updates

aspiers

Update documentation based on lessons learned. Use after completing work to capture learnings and prevent future issues.

GitHub

skill-creator

Tai-ch0802

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...

GitHub

testing-handbook-generator

Blurjp

Meta-skill that analyzes the Trail of Bits Testing Handbook (appsec.guide) and generates Claude Code skills for security testing tools and techniques. Use when creating new skills based on handbook content.

GitHub

writing-plans

Blurjp

Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context

GitHub

recursive-knowledge

Cornjebus

Process large document corpora (1000+ docs, millions of tokens) through knowledge graph construction and stateful multi-hop reasoning. Use when (1) User provides a large corpus exceeding context limits, (2) Que...

GitHub

audit-fix

mkSteady

审计问题修复技能。读取模块的 AUDIT.md,逐个修复安全/质量问题,修复后归档到 AUDIT_HISTORY.md。严格约束只修改 AUDIT.md 列出的文件。

GitHub

decision

claudeaceae

Access past architectural and technical decisions with their rationale. Contains decisions made over time with context, alternatives considered, and reasoning. Use when asked why something was decided, checking...

GitHub

note

claudeaceae

Quick observation capture about a person. Use when noticing something about someone, wanting to record a detail, or capturing context from a conversation. Trigger words: note about, noticed, observation about,...

GitHub

learning

claudeaceae

Access accumulated learnings and insights. Contains technical discoveries, personal insights, and lessons from past experience. Use when asked about past experience, what was learned, how something works based...

GitHub

observation

claudeaceae

Access accumulated observations about patterns, behaviors, and the world. Contains observations about E, the environment, recurring patterns, and insights from ongoing experience. Use when asked about patterns...

GitHub

memory

claudeaceae

Search through memory files - learnings, decisions, observations, questions, episodes, reflections. Use when looking for past insights, recalling why a decision was made, finding what was learned about a topic,...

GitHub

creating-github-issues

StirlingMarketingGroup

Use when creating GitHub issues, making new issues, filing bugs, requesting features, or before running `gh issue create`. Triggers on "new issue", "create issue", "file issue", "gh issue", "open issue". Ensure...

GitHub

dismech-references

monarch-initiative

Skill for validating and repairing evidence references in the dismech knowledge base. Use this skill when working with evidence items in disorder YAML files, validating that snippet text matches PubMed abstract...

GitHub

dismech-compliance

monarch-initiative

Skill for analyzing and improving compliance in the dismech knowledge base. Use this skill when checking disorder file completeness, identifying missing fields (ontology terms, evidence, descriptions), understa...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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