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research-toolkit

Name: research-toolkit
Author: swannysec

By swannysec

AI/ML research and verification tools for software development

npx claudepluginhub swannysec/robot-tools --plugin research-toolkit

Popularity

Stars

Above avg

Med: 0·Avg: 285

Installs

Med: 0·Avg: 1

What's Inside

Skills5

ai-dev-research

/ai-dev-research

World-expert deep technical research agent for AI-enabled software development. Use PROACTIVELY when users need: (1) Deep research on AI/ML development topics (RAG, agents, LLMs, embeddings, vector DBs, prompt engineering, fine-tuning) (2) Technical consultation on AI architectures, tool selection, or implementation approaches (3) Implementation guidance with production-ready patterns and best practices (4) Comparative analysis of AI frameworks, models, or services (5) Current state-of-the-art analysis with authoritative citations

ai-twitter-radar

/ai-twitter-radar

Discover trending AI tools, news, and insights from influential developers and AI advocates on Twitter/X using Bird CLI. Use PROACTIVELY when users need: (1) AI-related tweets, tools, or discussions from Twitter (2) What influential AI developers are currently talking about (3) AI news and trends from social media (4) Developer sentiment on AI tools and frameworks (5) New AI projects being shared on Twitter This is a READ-ONLY skill - no posting, liking, or account modifications.

kcap

/kcap

Capture and distill knowledge from URLs into structured markdown notes. Supports web articles, YouTube videos, and Twitter/X posts. Extracts content using the best available tool, synthesizes key insights via a sandboxed sub-agent, generates YAML frontmatter with auto-suggested tags, and saves to a configured directory. Optionally integrates with Obsidian for direct vault linking. Use this skill when users want to: (1) Save/capture/distill a URL to a structured note (2) Create knowledge base entries from web content (3) Capture YouTube video transcripts as notes (4) Save Twitter threads as structured summaries (5) Build an Obsidian vault or markdown knowledge base from web sources For saving/distilling a specific URL to a note, use kcap. For browsing, discovering, or searching AI tweets, use ai-twitter-radar instead.

research-verification

/research-verification

Pre-flight verification checklist for research tasks. Use DURING research when gathering information about external systems, APIs, registries, or configurations. Prevents assumptions from becoming errors. Apply before finalizing plans or documentation.

starduster

/starduster

Catalog GitHub starred repositories into a structured Obsidian vault with AI-synthesized summaries, normalized topic taxonomy, graph-optimized wikilinks, and Obsidian Bases (.base) index files for filtered views. Fetches repo metadata and READMEs via gh CLI, classifies repos into categories and normalized topics, generates individual repo notes with frontmatter, and creates hub notes for categories/topics/authors that serve as graph-view connection points. Use this skill when users want to: (1) Catalog or index their GitHub stars into Obsidian (2) Create a searchable knowledge base from starred repos (3) Organize and discover patterns in their GitHub stars (4) Export GitHub stars as structured markdown notes (5) Build a graph of starred repos by topic, language, or author For saving/distilling a specific URL to a note, use kcap instead. For browsing AI tweets, use ai-twitter-radar instead.

Stats

Version0.4.4

ReleasedApr 3, 2026

LanguageShell

Stars2

MaintenanceExcellent

LicenseMIT License with Commercial Restriction

Last CommitApr 2, 2026

AddedJan 26, 2026

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Available In

robot-tools1

README

Robot Tools

A comprehensive collection of Claude Code plugins for research, security, code analysis, and workflow automation.

Plugins

Research Toolkit

AI/ML research and verification tools for software development.

Skills:

ai-dev-research - Expert technical research on AI topics
ai-twitter-radar - Discover AI trends and news from Twitter/X using Bird CLI
research-verification - Pre-flight verification checklist for research tasks
kcap - Capture and distill knowledge from URLs into structured markdown notes
starduster - Catalog GitHub starred repos into a structured Obsidian vault

View Documentation

Security Toolkit

Security investigation and analysis tools.

Skills:

secret-scanning-investigator - Investigate GitHub secret scanning alerts with evidence-based analysis
security-vuln-analyzer - Multi-agent vulnerability analysis with adversarial verification, ICD 203 analytic standards, CWE-specific procedures, confirmation bias mitigation, and deterministic validation
gha-hardening - GitHub Actions security hardening — permissions, secrets, OIDC, attack patterns, supply chain, detection tools, runner security, incident response

View Documentation

Code Analysis Toolkit

Codebase flow analysis, dependency visualization, and health scoring.

Skills:

impact-flow - Dependency graphs, blast radius analysis, health scoring, and dead code detection

View Documentation

Workflow Toolkit

Development workflow automation and productivity tools.

Commands:

/dep-check - Check dependency health and security
/git-branch-cleanup - Clean up merged/stale branches
/git-safe-commit - Safe commit with validation
/post-impl-review - Post-implementation review
/verify - Full verification suite (typecheck, lint, test, audit)

Skills:

open-sourceror - Prepare skills/agents for open-source sharing or marketplace integration
phased-review - Multi-stage implementation review with parallel sub-agents, test gates, and scope modes
safe-skill-install - Supply chain security scanning for skill installations via Cisco skill-scanner
session-retrospective - Extract learnings from Claude Code sessions
plugin-qa - Validate plugin manifests, READMEs, versions, and cross-references; guided release prep with version bumping
gh-aw-helper - GitHub Agentic Workflows guide — setup, authoring, triggers, safe I/O, security, MCP tools, patterns, troubleshooting
anti-laziness-guard - Three-layer Stop hook detecting and blocking work-skipping rationalizations (regex + Haiku intent detection + optional deep verification)

Agents:

code-reviewer - Staff-level Rust code review specialist
idempotency-tester - Verify operation idempotency
ops-docs-generator - Generate operational documentation
review-orchestrator - Coordinate multi-phase code reviews

View Documentation

Installation

Install All Plugins

/plugin marketplace add https://github.com/swannysec/robot-tools
/plugin install research-toolkit@robot-tools
/plugin install security-toolkit@robot-tools
/plugin install code-analysis-toolkit@robot-tools
/plugin install workflow-toolkit@robot-tools

Install Individual Plugin

/plugin marketplace add https://github.com/swannysec/robot-tools
/plugin install <plugin-name>@robot-tools

Manual Installation

git clone https://github.com/swannysec/robot-tools.git
cd robot-tools
cc --plugin-dir ./<plugin-name>

Requirements

Claude Code CLI
Additional requirements vary by plugin (see individual plugin documentation)

Structure

robot-tools/
├── marketplace.json               # Marketplace manifest
├── research-toolkit/              # AI/ML research tools
│   ├── plugin.json
│   └── skills/
├── security-toolkit/              # Security investigation tools
│   ├── plugin.json
│   └── skills/
├── code-analysis-toolkit/         # Code analysis tools
│   ├── plugin.json
│   └── skills/
└── workflow-toolkit/              # Workflow automation tools
    ├── plugin.json
    ├── commands/
    ├── skills/
    ├── agents/
    └── hooks/

License

MIT License with Commercial Restriction

Author

swannysec

GitHub: @swannysec

research-toolkit

Popularity

What's Inside

Confidence

README

Robot Tools

Plugins

Research Toolkit

Security Toolkit

Code Analysis Toolkit

Workflow Toolkit

Installation

Install All Plugins

Install Individual Plugin

Manual Installation

Requirements

Structure

License

Author

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