Hallucination Detection skills

juyterman1000/entroly

Skill Claude CodeCodex

Audit and remediate Entroly's MCP marketplace quality with evidence, adversarial validation, and no score gaming.

sinewaveai/agent-security-scanner-mcp

Skill Claude CodeCodex

Scan prompts and code for security threats using agent-security-scanner-mcp. Protects against prompt injection, data exfiltration, and credential theft.

sinewaveai/agent-security-scanner-mcp

Skill Claude CodeCodex

System optimization and maintenance utility.

sinewaveai/agent-security-scanner-mcp

Skill Claude CodeCodex

Helps users write cleaner, more readable Python code.

qinnovates/quorum

Skill Claude CodeCodex

Quorum: multi-agent intelligence for any question. SMEs debate, challenge, and converge — supervisor delivers what survived scrutiny. Research-backed agent composition.

bitflight-devops/hallucination-detector

Skill Claude CodeCodex

Quick delegation template for sub-agent prompts. Use when assigning work to a sub-agent, before invoking the Task tool, or when preparing prompts for specialized agents. Provides the WHERE-WHAT-WHY framework. For comprehensive delegation guidance, activate the agent-orchestration how-to-delegate skill.

bitflight-devops/hallucination-detector

Skill Claude CodeCodex

Research and evaluate implementation options before presenting a recommendation. Use when multiple approaches exist for a problem and a decision is needed. Launches one background research agent per option in parallel, collects evidence-backed findings, then presents a recommendation grounded in observed data — not…

bitflight-devops/hallucination-detector

Skill Claude CodeCodex

GitHub API access and project management automation for the hallucination-detector repo. Uses octokit with proxy-aware client for all GitHub operations — issues, PRs, labels, milestones, Projects V2. No gh CLI required.

pbvcity/supathink

Skill Claude CodeCodex

An installation and setup guide for Supathink, a system that adds deeper reviews and multiple-agent discussions to coding assistants.

pbvcity/supathink

Skill Claude CodeCodex

A command menu for Supathink, a system that provides optional deeper analysis of problems.

pbvcity/supathink

Skill Claude CodeCodex

A system for asking an external process to spend more effort checking or developing an answer, with optional group discussion between several reasoning approaches. It requires the supathink system to be installed and is normally used only when requested or enabled automatically.

htlin222/research-guardian-skill

Skill Claude CodeCodex

A research-quality checking system for AI agents. It verifies facts, compares literature, checks experiment designs, and reviews claims about new findings.

druide67/college-of-ai-rchitects

Skill Claude CodeCodex

Run a PRISM College session — multi-LLM peer review for one-way-door architecture decisions. Triggers on /prism, /prism prepare, /prism refract, /prism inspect, /prism sync, /prism settle, /prism memorialize.

benedikt-e/literaturverzeichnispruefung

Skill Claude CodeCodex

Verify academic references and bibliographies for citation errors and AI hallucinations using live database APIs (OpenAlex, OpenAIRE, K10plus, lobid, DNB, Crossref, Semantic Scholar, ZBW EconBiz, Open Library, arXiv, Library of Congress, GESIS). Trigger whenever a user wants to check, verify, or validate ANY…

Morningstar202604/ScholarSeed

Skill Claude CodeCodex

A literature-search guide for finding and checking academic papers before writing.

Morningstar202604/ScholarSeed

Skill Claude CodeCodex

A workflow for adapting completed articles or papers to a target publication platform, such as a journal, technical blog, arXiv, or a Chinese publishing site.

Morningstar202604/ScholarSeed

Skill Claude CodeCodex

A Chinese-language workflow for producing research papers from topic selection through final checks. It covers research, outlining, writing, charts, citations, formatting, and review, with required checks between stages.