truesight-workflows

truesight-workflows is a skill for Claude Code from Goodeye-Labs/truesight-mcp-skills. It costs 51 tokens per session (560 once invoked), scanned A, original, MIT.

A routing workflow for Truesight, a set of tools for evaluating and reviewing AI-system outputs. It selects a more specific workflow based on whether the job is evaluation, failure analysis, review, templates, or test-data creation.

In plain words
What is it for?
It is for routing requests to create evaluations, assess traces, analyse errors, review flagged items, use evaluation templates, build review interfaces, or generate test data.
Why use it?
It helps choose the right evaluation process when a request could fit several kinds of work. It asks a focused question when the intended workflow is unclear.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: names the AskUserQuestion tool.

Part of the truesight plugin — 9 skills, 1 MCP server shipped together

Good fit It is for routing requests to create evaluations, assess traces, analyse errors, review flagged items, use evaluation templates, build review interfaces, or generate test data.

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Install with agentmods
npx agentmods add skills/goodeye-labs/truesight-mcp-skills/truesight-workflows
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Goodeye-Labs/truesight-mcp-skills --skill truesight-workflows
Clone the repo
git clone --depth 1 https://github.com/Goodeye-Labs/truesight-mcp-skills

Made for: Claude Code.

Or install truesight, the plugin that ships this one along with the rest of its 9 skills, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for truesight-workflows

README.md
[![agentmods](https://agentmods.dev/badge/skills/goodeye-labs/truesight-mcp-skills/truesight-workflows/github.svg)](https://agentmods.dev/skills/goodeye-labs/truesight-mcp-skills/truesight-workflows)
Your own site
<a href="https://agentmods.dev/skills/goodeye-labs/truesight-mcp-skills/truesight-workflows"><img src="https://agentmods.dev/badge/skills/goodeye-labs/truesight-mcp-skills/truesight-workflows/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for truesight-workflows

Your own site · 80×15
<a href="https://agentmods.dev/skills/goodeye-labs/truesight-mcp-skills/truesight-workflows"><img src="https://agentmods.dev/badge/skills/goodeye-labs/truesight-mcp-skills/truesight-workflows.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 560 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00051 $0.00560
Opus 5 $0.00026 $0.00280
Sonnet 5 $0.00010 $0.00112
Haiku 4.5 $0.00005 $0.00056

Measured 12d ago against content hash 11e7705203ec, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

truesight-workflows scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/truesight-workflows/SKILL.md · 59 lines

How it starts

The opening of the file, as written. The whole thing — 59 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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
  • Generate synthetic test data for evaluation -> generate-synthetic-data

Interactive Q&A protocol (mandatory)

When user intent is unclear, ask one question at a time using the structured question tool (loaded per the HARD-GATE above). Structure each with a short header, options with labels and descriptions, and place the recommended option first. Do not add "(Recommended)" or similar annotations to option labels.

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
H) Generate synthetic test data

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.

Read the full file on GitHub · 59 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 59 lines · 51 tokens per session scan A 11e7705203ec

Subscribe to this mod's changes

truesight-workflows is a skill published in the GitHub repository Goodeye-Labs/truesight-mcp-skills (7 stars, last pushed 5mo ago), licensed MIT. It adds 51 tokens to every session and 560 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.