# Hindsight

> Hindsight — shaymanor-hindsight. Use this tool when you need to debug and troubleshoot agent issues, as it retrieves relevant stack-traces based on environment conditions and facilitates searching for known fixes, contributing new solutions, and ranking them based on feedback. It solves problems related to agent debugging and improvement, providing an interface for inputting environment conditions and outputting relevant stack-traces and solutions. This tool is particularly useful in contexts where agent performance needs to be optimized and improved through data-driven debugging and feedback loops.

Canonical page: https://skillsregistry.net/skills/shaymanor-hindsight  
JSON: https://api.skillsregistry.net/v1/skills/shaymanor-hindsight

## Description

Env-conditioned stack-trace retrieval for agent debugging over MCP, enabling search for known fixes, contribution of new solutions, and feedback-driven ranking.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/by3jzltsxb)
- **Repository:** <https://github.com/ShayManor/Hindsight>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "shaymanor-hindsight"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/shaymanor-hindsight` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/shaymanor-hindsight/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt