rudder-profiles-debug SKILL.md skillA
rudder-profiles-debug from rudderlabs/rudder-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rudderlabs/rudder-agent-skills/rudder-profiles-debug@git:20260622.dea2d03Pins git:20260622.dea2d03 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rudderlabs/rudder-agent-skills
- Path
plugins/rudder-profiles/skills/rudder-profiles-debug/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260622.dea2d03, committed Jun 22, 2026
- Size
- 7,586 bytes
- Repository stars
- 19
- License
- MIT
Diagnoses RudderStack Profiles compile failures, run failures, and output-quality problems. Use when pb compile fails, pb run fails, identity stitching looks wrong, output quality regresses, or Profiles errors need structured recovery.
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
# RudderStack Profiles Debugging Debug Profiles errors with a structured loop: classify, fix, validate, and stop before thrashing. ## Workflow 1. **Classify the error** — Match the error output against the classification table below. 2. **Apply the smallest plausible fix** — One change, then re-validate. 3. **Re-run `pb compile`** (for compile errors) or the precise recovery command (for run failures). 4. **Escalate progressively** — If the first fix doesn't work: - 2nd attempt: consult `search_profiles_docs()` for relevant documentation. - 3rd attempt: read documentation examples and reference files. - 4th attempt: **STOP** — present all findings to the user and ask for guidance. 5. Never attempt more than 4 fix cycles without user input. ## Error Classification | Error Pattern | Category | First Action | |---------------|----------|-------------| | `unmarshal`, `field not found`, parser line/col | YAML Structure | Check `references/common-yaml-mistakes.md`; inspect the referenced YAML section | | `id type X not found` | Cross-File Reference | Verify id_type names match between `pb_project.yaml` and `models/` files | …
Read the whole file at its exact version.
How to install
mdr add rudderlabs/rudder-agent-skills/rudder-profiles-debug@sha256:22a09c1adbb1d776The line at the top of this page pins the label git:20260622.dea2d03, 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.
[](https://markdownregistry.com/a/art_rqsubo6ftrdjlxad)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 22, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7586 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
rudderlabs/rudder-agent-skills · 19 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rqsubo6ftrdjlxad GET https://markdownregistry.com/api/v1/resolve?ref=rudderlabs/rudder-agent-skills/rudder-profiles-debug GET https://markdownregistry.com/api/v1/blob/22a09c1adbb1d7765ca9a583c4c8e616740941e9e72ff053e787cc8e06a763ba
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.