Use when locating, summarizing, auditing, or debugging Codex session rollout JSONL logs by CODEX_THREAD_ID, cwd, query, issue key, project path, child or inherited-history symptoms, malformed or huge log symptoms, permission concerns, or "what happened in this Codex thread" questions.
Use when auditing agent skills or plugins for safety, coverage, duplicated logic, token/context cost, prompt-contract risk, validation readiness, marketplace visibility, dependencies, network behavior, or install/update risk. For structural split/merge/move/delete/router decisions across skills or plugins, use capability-portfolio-architect instead.
Use when auditing agent skill/plugin portfolio architecture for cross-plugin capability overlap, weak routing, duplicated or missing skills, split/merge/delete/move decisions, shared capability extraction, reference/script extraction, or plugin boundary redesign. For safety, coverage, or validation review of a single artifact without boundary changes, use capability-auditor instead.
Use when performing broad external-first discovery, vetting, scoring, distillation, or synthesis of agent skills or plugin packs from the public web, GitHub/public repositories, OpenClaw/ClawHub, marketplaces, research sources, community implementations, user references, or local skills. Use for well-vetted capability synthesis, cross-skill comparison, plugin-pack synthesis, global capability acquisition, skill strengthening, and adoption/rejection changelogs.
Route and orchestrate agent skill and plugin lifecycle work. Use when work involves agent skills, plugins, marketplace packages, capability acquisition, synthesis, creation, installation, packaging, audit, or context-density optimization.
Use when creating, updating, validating, optionally installing/cache-refreshing, or handing off marketplace-backed agent plugins. Use for plugin manifests, local marketplace entries, plugin-pack synthesis, triggerable skill bundles, install visibility gates, and Codex app deeplinks.
Use when creating, refactoring, splitting, compressing, validating, or packaging agent skills. Use for SKILL.md trigger design, agents/openai.yaml metadata, skill resources, progressive disclosure, token-efficient instructions, quick validation, and plugin-contained skills.
Use when designing, auditing, refactoring, measuring, or validating token-efficient context and prompt/output contracts. Trigger for AGENTS.md, prompts, skill packages, marketplace plugins, MCP/tool schemas, long-context placement, prompt/context compression, retrieval provenance, runtime context diagnostics, duplicated or overlapping prose, competing skill descriptions, irrelevant-context pruning, prompt reformatting, agent/subagent context handoffs, brittle trigger descriptions, strict JSON/schema/tool-call output, validators, retry/repair loops, or behavior-preserving token reduction.