Design, audit and harden AI agents: memory architecture, multi-agent verification, evaluation, self-hosted deployment, skillware and MCP reliability.
6 skills
Audit agent memory and detect MCP hallucinations, unsafe tool calls and missing confirmations.
Plugin reliability-core from marketplace skill-verify in Vibarche/skill-verify. Commands read from the repo's manifest — 5 days ago.
agent-memory-auditAudit an agent brain, project memory or notes folder for duplicate facts, contradictions, missing decisions, broken references and stale context. Use when the user says "audit memory", "clean my brain", "find memory conflicts", or before continuing a long agent project.
mcp-agent-hallucination-checkCheck an MCP agent workflow for invented tools, invalid arguments, fabricated results, memory hallucinations and unsafe execution. Use when reviewing an MCP integration, debugging an agent that invents tool output, or validating a skill before automation.
Design, audit and harden AI agents: memory architecture, multi-agent verification, evaluation, self-hosted deployment, skillware and MCP reliability.
6 skills
Initialize and manage an agent brain while keeping skill lifecycle responsibilities separated.
2 skills
Connect and inspect external tools through a controlled interface.
1 skill
Reliable automation, in-depth debugging, and performance analysis in Chrome using Chrome DevTools and Puppeteer
8 skills · 1 MCP server
Official Claude plugin for MongoDB (MCP Server + Skills). Connect to databases, explore data, manage collections, optimize queries, generate reliable code, implement best practices, develop advanced features, and more.
End-to-end chaos engineering discipline: design experiments with hypothesis + steady-state metric + blast radius + abort criteria, calculate risk score against error budget, and generate blameless postmortems. 3 stdlib Python tools (experiment_designer, blast_radius_calculator, experiment_postmortem), 4 references on chaos principles + experiment design + 7-attack taxonomy + tooling landscape (Chaos Toolkit/Mesh/Litmus/Gremlin/AWS FIS/DIY), templates, and /chaos-experiment slash command. Composes with feature-flags-architect (kill switches as abort triggers) and kubernetes-operator (chaos targets).
1 skill
Set up and operate CIAgent (pip install ciagent) regression testing for the AI agent in this repo: record golden baselines, run stability and judge-reliability checks after every change.
2 skills
Operator-grade Notion pack with 32 current access, data-source, content, webhook, security, reliability, and migration workflows
32 skills
Twelve-skill bundle covering the 《南开管理评论》 manuscript lifecycle: workflow router, fit positioning, theory-gap articulation, mechanism-backed hypothesis development, measurement rigor (reliability / validity / common-method-bias), survey-SEM (mediation / moderation / moderated mediation / HLM), experiments, multi-case / grounded theory, China contextualization, discussion that advances a management theory, submission preflight, and rebuttal.
12 skills
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