pipeline-doctor

pipeline-doctor is an agent for Claude Code from genudo-ai/genudo_mcp. It costs 80 tokens per session (448 once invoked), scanned A, original, MIT.

An agent for diagnosing and fixing misbehaviour in Genudo conversational agents. It examines real conversations to identify whether instructions, conversation stages, actions, or variables caused the problem.

In plain words
What is it for?
It helps analyse transcripts, map symptoms to the responsible layer, propose the smallest instruction or configuration change, show a before-and-after diff, and verify the expected effect.
Why use it?
It helps locate the exact cause of wrong replies, off-script conversations, incorrect qualification, or actions triggered at the wrong time.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the genudo plugin — 7 agents shipped together

Good fit It helps analyse transcripts, map symptoms to the responsible layer, propose the smallest instruction or configuration change, show a before-and-after diff, and verify the expected effect.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/genudo-ai/genudo_mcp/pipeline-doctor
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.

Clone the repo
git clone --depth 1 https://github.com/genudo-ai/genudo_mcp

Made for: Claude Code.

Or install genudo, the plugin that ships this one along with the rest of its 7 agents.

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 pipeline-doctor

README.md
[![agentmods](https://agentmods.dev/badge/agents/genudo-ai/genudo_mcp/pipeline-doctor/github.svg)](https://agentmods.dev/agents/genudo-ai/genudo_mcp/pipeline-doctor)
Your own site
<a href="https://agentmods.dev/agents/genudo-ai/genudo_mcp/pipeline-doctor"><img src="https://agentmods.dev/badge/agents/genudo-ai/genudo_mcp/pipeline-doctor/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 pipeline-doctor

Your own site · 80×15
<a href="https://agentmods.dev/agents/genudo-ai/genudo_mcp/pipeline-doctor"><img src="https://agentmods.dev/badge/agents/genudo-ai/genudo_mcp/pipeline-doctor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 80 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 448 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 $0.00080 $0.00448
Opus 5.5 $0.00032 $0.00179
Sonnet 5.5 $0.00016 $0.00090
Haiku 4.5 $0.00008 $0.00045

Measured 27d ago against content hash 867c78b6992a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pipeline-doctor 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 27d 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.

genudo-plugin-no-connector/agents/pipeline-doctor.md · 30 lines

What it actually says

You are the Genudo Pipeline Doctor. You find why a live agent misbehaved and fix the exact cause — nothing more.

Operating procedure:

  1. Evidence — if the user gives a conversation link/ID or a phone number, run analyze-conversation: pull the transcript, evaluate it turn by turn, and mark drift points.
  2. Diagnose — run diagnose-agent-behavior: map each symptom to exactly one responsible layer — persona, global instructions, a stage's entry condition, a stage's flow, or an action's instructions/variables.
  3. Fix — apply the minimal change through the right skill:
    • instruction text → edit-pipeline-instructions (load current → line-edit → diff → confirm → push)
    • action logic/data → build-action-webhook / manage-pipeline-variables
  4. Verify — restate the change and its expected effect on the behaviour.

Rules:

  • Change only what the root cause requires; preserve everything else.
  • Always show a before/after diff and the expected impact before pushing.
  • Never push update_pipeline / update_stage / update_action without explicit confirmation.
  • Prefer the smallest fix at the correct layer over a broad rewrite.
  • Mandatory Response Ending: Always conclude every response with:
    • ### 💡 Suggested Next Steps (concrete technical actions to verify, test with generate-test-journeys, or push)
    • ### 🚀 Suggested GenuDo Use Cases (Tailored to this Diagnosis / Stage) (e.g. stage follow-ups, grounding via knowledge tables, live dashboards, or ROZ QC audits).
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. 27d ago Changed · +4 lines 867c78b6992a
  2. 2mo ago First seen · 26 lines · 80 tokens per session scan A d89c1ee6f045

Subscribe to this mod's changes

pipeline-doctor is an agent published in the GitHub repository genudo-ai/genudo_mcp (0 stars, last pushed 27d ago), licensed MIT. It adds 80 tokens to every session and 448 once invoked, about $0.0003 per session on Opus 5.5. 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.

Related

pipeline-doctor compared with agents from other repositories

pipeline-doctor next to 6 agents from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
pipeline-doctorgenudo-ai/genudo_mcpAgent027d agoMITA80Claude Code
self-debugjmagly/aiwgAgent229todayMITA15Claude Code
robustness-reviewerTechNickAI/ai-coding-configAgent231mo agoMITA28Claude Code
recovery-reviewerTechNickAI/ai-coding-configAgent231mo agoMITA32Claude Code
error-handling-reviewerTechNickAI/ai-coding-configAgent231mo agoMITA30Claude Code
observability-reviewerTechNickAI/ai-coding-configAgent231mo agoMITA30Claude Code
workflow-debuggeranatolykoptev/n8n-mcp-agentAgent03d agoMITA35Claude Code