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Continuous learning — INVOKE after sessions with many errors or corrections to record patterns and improve rules, hooks, and skills
Instalar com Codex ou Claude Copie este prompt, cole no Codex, Claude ou outro assistente e deixe que ele revise a página da skill e instale para você.
Baseado na classificação ocupacional SOC
Automatic tool discovery across 19 sources — INVOKE before planning, before adding dependencies, or when looking for tools to discover relevant skills, plugins, and MCP servers
Use after writing or editing a plan file, after exiting plan mode, or when asked "why did you choose this?" — surfaces decisions, risks, and blind spots before implementation.
Session history search — INVOKE before planning, before web research, after errors, or when looking for past conversation content. Use INSTEAD of manually grepping .jsonl session files.
Cross-session memory - save insights after research, restore context at session start. Reduces re-exploration and prevents token waste.
File checkpoint and recovery — auto-quicksaves before destructive commands, INVOKE before implementing a plan or starting risky multi-file changes. Also use when user asks to undo changes or compare current state to a prior checkpoint.
Prompt rhetoric coach — deterministic scoring and restructuring using Anthropic best practices
| name | claude-gladiator |
| description | Continuous learning — INVOKE after sessions with many errors or corrections to record patterns and improve rules, hooks, and skills |
| triggers | ["PostToolUseFailure","Stop"] |
Continuous learning. Observes tool failures and prompts reflection to evolve rules, hooks, and skills.
| Hook | When | Action |
|---|---|---|
| PostToolUseFailure(Bash/Edit) | After tool failure | Nudges you to call gladiator_observe() — you must call it, not automatic |
| Stop | Session ending | Prompts gladiator_reflect() if >= 10 unprocessed observations |
| Command | Description |
|---|---|
/review-gladiator [topic] | Batch learn from accumulated observations and session history |
After a tool failure, the hook nudges you. YOU must call gladiator_observe() — it is NOT automatic. After fixing an error, record what worked:
gladiator_observe(
summary: "<what failed and how it was fixed>",
context: {error, tool, before, after},
tags: ["error", "<tool_name>"]
)
gladiator_reflect() — cluster observations into recommendationsgladiator_reflect() to cluster all observations| Situation | Call |
|---|---|
| Tool failure (auto) | gladiator_observe(summary, context={error, tool, before, after}, tags=["error", tool]) |
| User correction | gladiator_observe(summary, context={before, after}, tags=["correction"]) |
| Convention found | gladiator_observe(summary, tags=["convention", "domain"]) |
| Decision made | gladiator_observe(summary, tags=["architecture", "decision"]) |
claude mcp add gladiator -- npx claude-gladiator-mcp