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truesight-workflows

npx machina-cli add skill Goodeye-Labs/truesight-mcp-skills/truesight-workflows --openclaw
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SKILL.md
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Truesight Workflows

Use this skill as the routing entrypoint across all Truesight MCP skills.

Role and scope

This skill is a router. It decides intent and routes to exactly one skill path.

Do not execute deep workflow steps here unless the user already asked for a very specific action and no further routing is needed.

Routing map

  • Build custom live eval from scratch -> create-evaluation
  • Evaluate one or more traces with an existing live eval -> evaluate-trace
  • Analyze failure modes in dataset traces -> error-analysis
  • Judge flagged items and add labeled outputs back to dataset -> review-and-promote-traces
  • Start quickly from pre-built template -> bootstrap-template-evaluation
  • Audit current eval setup and maturity -> eval-audit
  • Build custom review web interface -> build-review-interface

Interactive Q&A protocol (mandatory)

When user intent is unclear, ask one question at a time and use lettered options whenever practical so the assistant can use structured selection widgets.

Question format:

Which workflow do you want to run first?
A) Evaluate traces with an existing live eval
B) Run error analysis on a dataset
C) Review and promote flagged traces
D) Bootstrap from a template
E) Create a new evaluation from scratch
F) Audit my eval setup
G) Build a custom review interface

Rules:

  • Ask exactly one routing question per message.
  • Use one follow-up question only if the answer is still ambiguous.
  • After routing is clear, hand off immediately to the target skill.

Guardrails

  • If user asks for create-evaluation, do not decompose it into smaller skills.
  • Keep guidance scoped to currently available Truesight MCP tools.
  • If user asks for functionality outside current MCP capabilities, state the gap clearly and offer the closest supported workflow.

Source

git clone https://github.com/Goodeye-Labs/truesight-mcp-skills/blob/main/skills/truesight-workflows/SKILL.mdView on GitHub

Overview

Truesight Workflows serves as the routing entrypoint for all MCP skills. It decides user intent and routes to exactly one skill path (e.g., create-evaluation, evaluate-trace, error-analysis, review-and-promote-traces, bootstrap-template-evaluation, eval-audit, or build-review-interface) and avoids deep workflow steps unless a very specific action is requested.

How This Skill Works

It acts as a router that analyzes user intent and dispatches to a single target skill path. It does not execute deep workflow steps here unless the user asks for a very specific action and no further routing is needed. When the intent is unclear, it follows the mandatory interactive Q&A protocol and asks exactly one routing question with lettered options, then hands off to the chosen skill.

When to Use It

  • Build custom live eval from scratch
  • Evaluate traces with an existing live eval
  • Analyze failure modes in dataset traces
  • Judge flagged items and add labeled outputs back to dataset
  • Start quickly from pre-built template
  • Audit current eval setup and maturity
  • Build a custom review interface

Quick Start

  1. Step 1: Identify user intent and map to a MCP skill
  2. Step 2: Present the routing question with A) Evaluate traces, B) Error analysis, C) Review, D) Bootstrap template, E) Create evaluation, F) Audit, G) Build review interface
  3. Step 3: Route to the chosen skill and hand off, with no further steps executed here

Best Practices

  • Refer to the routing map to ensure the correct target path
  • Ask exactly one routing question per message
  • Use the lettered A-G options to enable structured selection
  • Do not decompose to deeper steps in this skill unless a specific action is requested
  • Hand off immediately to the target skill after routing

Example Use Cases

  • User asks to evaluate traces with a live eval, routing to evaluate-trace
  • User requests a quick start from a template, routing to bootstrap-template-evaluation
  • User intent is ambiguous; the assistant asks one routing question and then routes
  • User wants to audit the current eval setup, routing to eval-audit
  • User aims to build a custom review interface, routing to build-review-interface

Frequently Asked Questions

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