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skills/arize-ai-provider-integration/SKILL.md

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@@ -18,8 +18,8 @@ description: "INVOKE THIS SKILL when creating, reading, updating, or deleting Ar
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Proceed directly with the task — run the `ax` command you need. Do NOT check versions, env vars, or profiles upfront.
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If an `ax` command fails, troubleshoot based on the error:
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- `command not found` or version error → see ax-setup.md
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- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
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- `command not found` or version error → see references/ax-setup.md
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- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via references/ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
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- Space ID unknown → check `.env` for `ARIZE_SPACE_ID`, or run `ax spaces list -o json`, or ask the user
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- LLM provider call fails (missing OPENAI_API_KEY / ANTHROPIC_API_KEY) → check `.env`, load if present, otherwise ask the user
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@@ -246,7 +246,7 @@ Omit `--force` to get a confirmation prompt instead of deleting immediately.
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| Problem | Solution |
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|---------|----------|
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| `ax: command not found` | See ax-setup.md |
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| `ax: command not found` | See references/ax-setup.md |
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| `401 Unauthorized` | API key may not have access to this space. Verify key and space ID at https://app.arize.com/admin > API Keys |
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| `No profile found` | Run `ax profiles show --expand`; set `ARIZE_API_KEY` env var or write `~/.arize/config.toml` |
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| `Integration not found` | Verify with `ax ai-integrations list --space-id SPACE_ID` |
@@ -265,4 +265,4 @@ Omit `--force` to get a confirmation prompt instead of deleting immediately.
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## Save Credentials for Future Use
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See ax-profiles.md § Save Credentials for Future Use.
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See references/ax-profiles.md § Save Credentials for Future Use.

skills/arize-ai-provider-integration/ax-profiles.md renamed to skills/arize-ai-provider-integration/references/ax-profiles.md

File renamed without changes.

skills/arize-ai-provider-integration/ax-setup.md renamed to skills/arize-ai-provider-integration/references/ax-setup.md

File renamed without changes.

skills/arize-annotation/SKILL.md

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@@ -16,8 +16,8 @@ This skill focuses on **annotation configs** — the schema for human feedback
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Proceed directly with the task — run the `ax` command you need. Do NOT check versions, env vars, or profiles upfront.
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If an `ax` command fails, troubleshoot based on the error:
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- `command not found` or version error → see ax-setup.md
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- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
19+
- `command not found` or version error → see references/ax-setup.md
20+
- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via references/ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
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- Space ID unknown → check `.env` for `ARIZE_SPACE_ID`, or run `ax spaces list -o json`, or ask the user
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---
@@ -176,7 +176,7 @@ response = client.spans.update_annotations(
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| Problem | Solution |
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|---------|----------|
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| `ax: command not found` | See ax-setup.md |
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| `ax: command not found` | See references/ax-setup.md |
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| `401 Unauthorized` | API key may not have access to this space. Verify at https://app.arize.com/admin > API Keys |
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| `Annotation config not found` | `ax annotation-configs list --space-id SPACE_ID` |
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| `409 Conflict on create` | Name already exists in the space. Use a different name or get the existing config ID. |
@@ -197,4 +197,4 @@ response = client.spans.update_annotations(
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## Save Credentials for Future Use
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See ax-profiles.md § Save Credentials for Future Use.
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See references/ax-profiles.md § Save Credentials for Future Use.
File renamed without changes.
File renamed without changes.

skills/arize-dataset/SKILL.md

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Original file line numberDiff line numberDiff line change
@@ -19,8 +19,8 @@ System-managed fields on examples (`id`, `created_at`, `updated_at`) are auto-ge
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Proceed directly with the task — run the `ax` command you need. Do NOT check versions, env vars, or profiles upfront.
2020

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If an `ax` command fails, troubleshoot based on the error:
22-
- `command not found` or version error → see ax-setup.md
23-
- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
22+
- `command not found` or version error → see references/ax-setup.md
23+
- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via references/ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
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- Space ID unknown → check `.env` for `ARIZE_SPACE_ID`, or run `ax spaces list -o json`, or ask the user
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- Project unclear → check `.env` for `ARIZE_DEFAULT_PROJECT`, or ask, or run `ax projects list -o json --limit 100` and present as selectable options
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@@ -345,9 +345,9 @@ Examples are free-form JSON objects. There is no fixed schema -- columns are wha
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| Problem | Solution |
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|---------|----------|
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| `ax: command not found` | See ax-setup.md |
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| `401 Unauthorized` | API key is wrong, expired, or doesn't have access to this space. Fix the profile using ax-profiles.md. |
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| `No profile found` | No profile is configured. See ax-profiles.md to create one. |
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| `ax: command not found` | See references/ax-setup.md |
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| `401 Unauthorized` | API key is wrong, expired, or doesn't have access to this space. Fix the profile using references/ax-profiles.md. |
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| `No profile found` | No profile is configured. See references/ax-profiles.md to create one. |
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| `Dataset not found` | Verify dataset ID with `ax datasets list` |
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| `File format error` | Supported: CSV, JSON, JSONL, Parquet. Use `--file -` to read from stdin. |
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| `platform-managed column` | Remove `id`, `created_at`, `updated_at` from create/append payloads |
@@ -358,4 +358,4 @@ Examples are free-form JSON objects. There is no fixed schema -- columns are wha
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## Save Credentials for Future Use
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See ax-profiles.md § Save Credentials for Future Use.
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See references/ax-profiles.md § Save Credentials for Future Use.
File renamed without changes.
File renamed without changes.

skills/arize-evaluator/SKILL.md

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Original file line numberDiff line numberDiff line change
@@ -14,8 +14,8 @@ This skill covers designing, creating, and running **LLM-as-judge evaluators** o
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Proceed directly with the task — run the `ax` command you need. Do NOT check versions, env vars, or profiles upfront.
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If an `ax` command fails, troubleshoot based on the error:
17-
- `command not found` or version error → see ax-setup.md
18-
- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
17+
- `command not found` or version error → see references/ax-setup.md
18+
- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via references/ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
1919
- Space ID unknown → check `.env` for `ARIZE_SPACE_ID`, or run `ax spaces list -o json`, or ask the user
2020
- LLM provider call fails (missing OPENAI_API_KEY / ANTHROPIC_API_KEY) → check `.env`, load if present, otherwise ask the user
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@@ -542,7 +542,7 @@ The labels in `--classification-choices` must exactly match the labels reference
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| Problem | Solution |
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|---------|----------|
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| `ax: command not found` | See ax-setup.md |
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| `ax: command not found` | See references/ax-setup.md |
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| `401 Unauthorized` | API key may not have access to this space. Verify at https://app.arize.com/admin > API Keys |
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| `Evaluator not found` | `ax evaluators list --space-id SPACE_ID` |
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| `Integration not found` | `ax ai-integrations list --space-id SPACE_ID` |
@@ -577,4 +577,4 @@ The labels in `--classification-choices` must exactly match the labels reference
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## Save Credentials for Future Use
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See ax-profiles.md § Save Credentials for Future Use.
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See references/ax-profiles.md § Save Credentials for Future Use.

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