{
  "markdown": "# Lightrun AI\n\nA collection of reusable skills for investigating runtime issues with Lightrun.\n\n## What is in this repository\n\n- `skills/` — skill folders (`SKILL.md`, plus optional assets/scripts)\n- `.cursor-plugin/` — Cursor plugin metadata\n- `.claude-plugin/` — Claude plugin metadata\n- `.cursor/mcp.json` — Cursor MCP server configuration used by the plugin metadata\n\n## Available skills\n\n- `lightrun-live-runtime-debugging` — deterministic live-runtime investigation workflow with preflight checks, evidence capture, and handoff output.\n- `lightrun-error-remediation-automation` — error remediation automation workflow with root cause analysis, mitigation strategies, and automated fixes.\n- `lightrun-ask-prod` — live production runtime question answering for current values, durations, hit counts, and distributions.\n- `lightrun-slow-execution-diagnosis` — diagnosis for slow endpoints, latency or SLO regressions, timeouts, deadlines, and hangs.\n- `lightrun-runtime-aware-pr-review` — pull request review workflow that combines live runtime samples with diff-aware risk analysis.\n\n## Demos\n\n- [Codex live debugging demo](https://www.youtube.com/watch?v=bIaa5_MeKlg)\n- [Claude live debugging demo](https://www.youtube.com/watch?v=2RKvQTBs3pk)\n\n## Installation\n\n### Cursor\n\n1. Open Cursor.\n2. Add plugin from repository URL (or local path).\n3. Use this repository URL: `https://github.com/lightrun-platform/lightrun-ai`\n\n### Claude\n\nThis repository includes:\n\n- `.claude-plugin/plugin.json`\n- `.claude-plugin/marketplace.json`\n\nUse your Claude plugin/marketplace flow to install from this repository.\n\n### Codex\n\nCodex loads skills from `.agents/skills` locations.\n\n1. Copy or symlink skill folders from `skills/` into one of:\n   - `$REPO_ROOT/.agents/skills`\n   - `$HOME/.agents/skills`\n2. Restart/reload Codex if needed.\n\n## Requirements\n\n- Access to Lightrun MCP server\n- Completed MCP OAuth authorization for your environment\n\n## Contributing\n\n1. Add a new folder under `skills/<skill-name>/`.\n2. Add `SKILL.md` with YAML frontmatter (`name`, `description`).\n3. Add optional assets/scripts if needed.\n4. Update marketplace/plugin metadata when adding publishable skills.\n",
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}