troubleshooting-flows SKILL.md skillA

troubleshooting-flows from celigo/ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add celigo/ai/troubleshooting-flows@git:20261017.fa65915

Pins git:20261017.fa65915 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
celigo/ai
Path
skills/troubleshooting-flows/SKILL.md
Versions recorded
5
Latest version
git:20261017.fa65915, committed Oct 17, 2026
First version recorded
Jun 18, 2026
Size
36,082 bytes
Repository stars
4
License
MIT

Diagnose and resolve Celigo flow failures -- total failures, partial errors, stuck jobs, empty runs, and performance issues. Use when a flow is failing, producing errors, returning no data, or running slowly.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

<!-- TIER:1 -->

# Troubleshooting Flows

A flow is broken when it fails to move data correctly. This skill covers systematic diagnosis: identifying the problem type, isolating the failing step, inspecting errors, and resolving them.

Troubleshooting concerns:

- **Job status** -- understanding what `completed`, `failed`, `canceled`, and `retrying` mean for the flow
- **Error analysis** -- grouping errors by pattern to find root causes instead of reading them one-by-one
- **Request/response inspection** -- seeing exactly what was sent and returned at each step
- **Execution logs** -- record-level tracing through every stage of the pipeline
- **Retry and resolution** -- fixing error data and retrying vs bulk resolving
- **Delta/state issues** -- `lastExportDateTime` drift, stuck deltas, re-processing windows

## Problem Categories

### Total Failure

Job status is `failed` with 0 successful records. The entire run collapsed before processing any data. Typically `numPagesGenerated: 0` (export-level failure) or pages generated but `numPagesProcessed: 0` (import-level failure on the first page).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add celigo/ai/troubleshooting-flows@sha256:847aee34e4536af1

The line at the top of this page pins the label git:20261017.fa65915, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_chydy7rxjw6nfcch.svg)](https://markdownregistry.com/a/art_chydy7rxjw6nfcch)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jun 18, 2026 and Oct 17, 2026, about one every 30 days.

versioncommittedcommitsizeaudit
git:20261017.fa65915 latest2026-10-17 fa65915 36,082 BA view · diff
git:20261017.e6de85a2026-10-17 e6de85a 36,138 BA view · diff
git:20261017.e0e159f2026-10-17 e0e159f 29,435 BA view · diff
git:20260722.b000fd62026-07-22 b000fd6 26,822 BA view · diff
git:20260618.593a4ab2026-06-18 593a4ab 20,369 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (36082 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

celigo/ai · 4 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_chydy7rxjw6nfcch
GET https://markdownregistry.com/api/v1/resolve?ref=celigo/ai/troubleshooting-flows
GET https://markdownregistry.com/api/v1/blob/847aee34e4536af10117180da51bc9edd413f8ce4ad743a8b9f86301cc292132

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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