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added requested changes - #11

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amaan-ai20 merged 3 commits into
zerogpu:mainfrom
Baldur-Hua-ai20labs:missing-usage
Jul 1, 2026
Merged

added requested changes#11
amaan-ai20 merged 3 commits into
zerogpu:mainfrom
Baldur-Hua-ai20labs:missing-usage

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@Baldur-Hua-ai20labsBaldur-Hua-ai20labs commented Jun 30, 2026

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In integrations/claude-skill.mdx:

  • Added missing models/use cases
  • Replaced "Note" section with "Trouble Shooting" and "Conclusion

In integrations/index.mdx:

  • Renamed Claude Skill (Claude desktop) to Claude Skill in the card group

Summary by CodeRabbit

  • Documentation
    • Expanded the Claude Skill guide with new usage examples for domain classification, content moderation, follow-up questions, translation/replies, PII detection, entity extraction, JSON extraction, and decision reasoning.
    • Added updated task reference entries to cover the newly documented capabilities.
    • Replaced the notes section with troubleshooting guidance for common setup, routing, and error scenarios.
    • Simplified the Claude Skill card title to a cleaner label.

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coderabbitaiBot commented Jun 30, 2026

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Review Change Stack

📝 Walkthrough

Walkthrough

Adds five new usage subsections to integrations/claude-skill.mdx (domain classification, content moderation, follow-up questions, translation/reply, and triage/reasoning), expands the task reference table, replaces the Notes section with a Troubleshooting section, and removes the "(Claude Desktop)" parenthetical from the index card title.

Changes

Claude Skill Documentation

Layer / File(s)Summary
New usage subsections
integrations/claude-skill.mdx
Adds five Usage subsections for IAB domain classification, content moderation, follow-up question generation, conversational translation/reply, and triage/reasoning; each includes ZeroGPU model routing details, trigger phrases, and example outputs.
Task reference and Troubleshooting
integrations/claude-skill.mdx
Extends the task reference table with all newly documented tasks and replaces the prior Notes section with a Troubleshooting section covering routing failures, API key issues, network reachability, model selection, empty results, and rate limits; adds Conclusion and CardGroup.
Index card title cleanup
integrations/index.mdx
Removes the "(Claude Desktop)" parenthetical from the Claude Skill card title.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Possibly related PRs

  • zerogpu/docs#9: Prior overhaul of integrations/claude-skill.mdx and the Claude Skill index card that this PR extends.
  • zerogpu/docs#10: Adds dedicated IAB domain classifier model docs that correspond to the domain classification usage example added here.

Suggested labels

documentation

Suggested reviewers

  • amaan-ai20

Poem

🐇 Hop hop, the docs grow wide,
New tasks and troubleshooting inside!
Domain names sorted, content screened,
Follow-up questions, translations gleaned.
The "(Claude Desktop)" label's gone—
The skill stands proud, the docs march on! 🌟

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 inconclusive)

Check nameStatusExplanationResolution
Title check❓ InconclusiveThe title is too generic and does not describe the documentation updates in the PR.Rename it to reflect the main change, e.g. documentation updates for Claude Skill usage examples and card title cleanup.
✅ Passed checks (4 passed)
Check nameStatusExplanation
Description Check✅ PassedCheck skipped - CodeRabbit’s high-level summary is enabled.
Docstring Coverage✅ PassedNo functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check✅ PassedCheck skipped because no linked issues were found for this pull request.
Out of Scope Changes check✅ PassedCheck skipped because no linked issues were found for this pull request.
✨ Finishing Touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@integrations/claude-skill.mdx`:
- Around line 170-188: The domain-classifier docs are inconsistent with the
actual response shape for zlm-v1-iab-domain-classifier: the prose mentions
categories, topics, keywords, and intent signals, but the example only shows
categories. Update the Claude skill section to match the real payload by either
expanding the example to include the missing fields or narrowing the description
so the documented output aligns with the returned object.
🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro

Run ID: 9fc54cc4-b4f3-4c18-992e-e14c21c6d563

📥 Commits

Reviewing files that changed from the base of the PR and between 8489253 and 3d8ebb6.

📒 Files selected for processing (2)
  • integrations/claude-skill.mdx
  • integrations/index.mdx

Comment on lines +170 to +188
Map a bare domain to IAB categories, topics, and intent without fetching the page - the input is just the hostname, which keeps the payload tiny for bidstream and contextual targeting.

- **Model:** `zlm-v1-iab-domain-classifier`
- **Triggers on:** "what categories is this domain?", "classify indeed.com for targeting."

```text
Classify this domain with ZeroGPU:
"indeed.com"
```

**Example output (returned after API call)**

```json
{
"domain": "indeed.com",
"categories": [
{ "id": "IAB4", "name": "Careers", "confidence": 0.96 }
]
}

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🗄️ Data Integrity & Integration | 🟡 Minor | ⚡ Quick win

🧩 Analysis chain

🏁 Script executed:

#!/bin/bashset -euo pipefail
echo"== IAB/domain model references =="
rg -n -C2 'zlm-v1-iab-domain-classifier|zlm-v1-iab-classify-edge|zlm-v1-iab-classify-edge-enriched' \
integrations/claude-skill.mdx integrations/langchain.mdx SKILL.md 2>/dev/null ||trueechoecho"== IAB tool docs and documented return shapes =="
rg -n -C3 'ZeroGPUClassifyIAB|topics|intent|keywords|Returns:' \
integrations/langchain.mdx integrations/claude-skill.mdx SKILL.md 2>/dev/null ||trueechoecho"== Files that should advertise routed models =="
fd -i '(^SKILL\.md$|claude-skill\.mdx$|langchain\.mdx$|model-catalog)'.

Repository: zerogpu/docs

Length of output: 17493


🏁 Script executed:

#!/bin/bashset -euo pipefail
echo"== model catalog references =="
rg -n -C2 'zlm-v1-iab-domain-classifier|zlm-v1-iab-classify-edge-enriched|zlm-v1-iab-classify-edge' docs/model-catalog.mdx integrations/claude-skill.mdx integrations/langchain.mdx 2>/dev/null ||trueechoecho"== claude-skill domain section =="
sed -n '168,190p' integrations/claude-skill.mdx
echoecho"== model catalog IAB-related entries =="
rg -n -C3 'IAB|domain classifier|classify-edge|classify_iab' docs/model-catalog.mdx 2>/dev/null ||true

Repository: zerogpu/docs

Length of output: 20188


Document the full domain-classifier response shape. The model catalog lists zlm-v1-iab-domain-classifier as returning categories, topics, keywords, and intent signals, but this section only promises categories/topics/intent and the example shows categories only. Either add the missing fields to the example or trim the description to the actual payload.

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
In `@integrations/claude-skill.mdx` around lines 170 - 188, The domain-classifier
docs are inconsistent with the actual response shape for
zlm-v1-iab-domain-classifier: the prose mentions categories, topics, keywords,
and intent signals, but the example only shows categories. Update the Claude
skill section to match the real payload by either expanding the example to
include the missing fields or narrowing the description so the documented output
aligns with the returned object.

@amaan-ai20
amaan-ai20 merged commit 461e931 into zerogpu:mainJul 1, 2026
1 check passed
@Baldur-Hua-ai20labs
Baldur-Hua-ai20labs deleted the missing-usage branch July 1, 2026 18:39
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