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volcengine/SearchCLI

Open CLI for integrating AI search, recommendation, and conversational retrieval into agent systems and business systems

Engineering

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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skills/vs-alias-mapping/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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skills/vs-chat/SKILL.md

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skills/vs-crawler/SKILL.md

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skills/vs-item-onboarding/SKILL.md

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skills/vs-product-qa/SKILL.md

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skills/vs-product-qa/references/volcengine-documentation/SKILL.md

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skills/vs-project/SKILL.md

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skills/vs-recommend/SKILL.md

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skills/vs-search/SKILL.md

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skills/vs-search-tuning/SKILL.md

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skills/vs-search-tuning-partial-case/SKILL.md

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skills/vs-search-tuning-specify-policy-direction/SKILL.md

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skills/vs-shared/SKILL.md

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skills/vs-user-onboarding/SKILL.md

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View on GitHubAdd to my skills

Verified commit cba429a719e37ee744f7afa1e42c6538babd1d65

1.2kGitHub stars
3stars in 7 days
14skills in this repository
7commits in 30 days

Heat

3.3
  • Star growth, last 7 daysAhead of 60% of tracked repositories
  • Star growth, last 24 hoursAhead of 5% of tracked repositories
  • Rank movement, last 7 daysAhead of 4% of tracked repositories
  • Commits, last 30 daysAhead of 73% of tracked repositories
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Jul 31, 2026Nov 5, 20261,191

Individual skills in this repository

How it works

vs-alias-mapping

When your agent uses it

Provide system alias mapping for Search CLI. Invoke this skill when user mentions "Search CLI", "search_cli", or tries to execute search_cli commands.

What it loads into context

Frontmatter

88 tokens

Always available to the agent

SKILL.md

787 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. When to Use
  2. Version Check
  3. Preconditions
  4. Commands
  5. Workflow
  6. Customer Environment Principle
  7. Constraints
  8. Examples

Scripts executed separately

  • ../../scripts/install-skills.ps1
  • ../../scripts/install-skills.sh
  • ../../scripts/install.ps1
  • ../../scripts/install.sh

Files

  • ../../scripts/install-skills.ps1runs4,333 bytes
  • ../../scripts/install-skills.shruns5,203 bytes
  • ../../scripts/install.ps1runs2,064 bytes
  • ../../scripts/install.shruns2,026 bytes
  • SKILL.mdcore3,554 bytes
  • SKILL.mdcore3,554 bytes
  • SKILL.mdcore3,554 bytes
  • SKILL.mdcore3,554 bytes
  • SKILL.mdcore3,554 bytes
  • SKILL.mdcore3,554 bytes
Read SKILL.md

# Search CLI Alias Mapping

## When to Use
Invoke this skill when the user refers to the CLI tool as "Search CLI" or "search_cli", to ensure the correct underlying binary (`vs`) is executed.

## Version Check

Before starting this skill workflow, run `vs version check --json`. Continue only when `status` is `up-to-date`. If `status` is `update-available`, stop and tell the user to update the cloned `vs` repository, then run `git pull --ff-only`, `bash ./scripts/install.sh`, and `bash ./scripts/install-skills.sh all --target auto --force` (PowerShell: `scripts/install.ps1` and `scripts/install-skills.ps1`). If the status is `unknown`, stop and report that the CLI version could not be verified.

## Preconditions
- The agent is about to execute a CLI command based on the user's "Search CLI" intent.

## Commands
- No specific commands are required; this is a conceptual mapping.
View the complete source on GitHub

Skills included

  • vs-alias-mapping
  • vs-chat
  • vs-crawler
  • vs-item-onboarding
  • vs-product-qa
  • volcengine-documentation
  • vs-project
  • vs-recommend
  • vs-search
  • vs-search-tuning
  • vs-search-tuning-partial-case
  • vs-search-tuning-specify-policy-direction
  • vs-shared
  • vs-user-onboarding

Repository facts

License
Apache-2.0
Created
May 8, 2026
Last pushed
Oct 16, 2026
Forks
39
Open issues
7
Project activity
Active

Rank over the last 12 weeks

Now #777 · best #514 · down 161 in 30 days

  1. #764 on Oct 31
  2. #763 on Nov 1
  3. #768 on Nov 2
  4. #773 on Nov 3
  5. #775 on Nov 4
  6. #777 since Nov 5
34 earlier periods
  1. #534 on Aug 1
  2. #488 on Aug 5
  3. #514 on Aug 13
  4. #528 on Aug 21
  5. #514 on Aug 22
  6. #536 on Aug 24
  7. #530 on Aug 29
  8. #549 on Sep 2
  9. #556 on Sep 11
  10. #553 on Sep 12
  11. #556 on Sep 13
  12. #580 on Sep 14
  13. #569 on Sep 15
  14. #581 on Sep 16
  15. #585 on Sep 18
  16. #568 on Sep 19
  17. #578 on Sep 20
  18. #596 on Sep 22
  19. #593 on Sep 23
  20. #591 on Sep 27
  21. #594 on Sep 28
  22. #608 on Sep 30
  23. #590 on Oct 1
  24. #597 on Oct 4
  25. #616 on Oct 7
  26. #647 on Oct 8
  27. #639 on Oct 12
  28. #659 on Oct 16
  29. #663 on Oct 22
  30. #644 on Oct 24
  31. #737 on Oct 25
  32. #750 on Oct 28
  33. #754 on Oct 29
  34. #756 on Oct 30

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 3, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

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scripts/install-skills.ps1

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scripts/install-skills.sh

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scripts/install.sh

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skills/vs-crawler/SKILL.md

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    "tags": ["search", "vector database", "hybrid search"],   "language": "en",   "source_url": "https://viking.example.com/blog/introducing-viking-ai-search",
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    "language": "en",   "source_url": "https://viking.example.com/blog/introducing-viking-ai-search",   "metadata": {
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    "source_url": "https://viking.example.com/blog/introducing-viking-ai-search",

skills/vs-item-onboarding/SKILL.md

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    |---|---|---| | Upload URL | `vs dataset import-url --file-name <basename>` | Request a presigned PUT URL plus `FileKey` | | PUT upload | `curl -X PUT --data-binary @<path> "<FileUrl>"` | Upload the local file to TOS (no auth header needed)
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    | Upload URL | `vs dataset import-url --file-name <basename>` | Request a presigned PUT URL plus `FileKey` | | PUT upload | `curl -X PUT --data-binary @<path> "<FileUrl>"` | Upload the local file to TOS (no auth header needed) | | Submit in
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    | PUT upload | `curl -X PUT --data-binary @<path> "<FileUrl>"` | Upload the local file to TOS (no auth header needed) |
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    3. **Get upload URL** — `vs dataset import-url --file-name <basename>`. Capture `Result.FileUrl` and `Result.FileKey`. Keep `FileKey` for step 5. 4. **PUT upload** — upload the raw item file to `FileUrl` (e.g. `curl -X PUT --data-binary "@<
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    4. **PUT upload** — upload the raw item file to `FileUrl` (e.g. `curl -X PUT --data-binary "@<local-path>" "<FileUrl>"`). Expect HTTP 200 with empty body. Do not add an `Authorization` header — `FileUrl` is already presigned.
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    - Host contains `volcengineapi.com` / `volces.com` → **Volc Engine**, base = `https://console.volcengine.com/aisearch/platform/region:aisearch-platform+<region>`. `<region>` is the active profile region (e.g. `cn-beijing`).
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    - Dataset URL: `<base>/home/dataset/<DatasetId>`       - App URL: `<base>/app/<AppId>`     - Host contains `byteplus.com` → **BytePlus**, base = `https://console.byteplus.com/aisearch/region:aisearch+ap-southeast-1` (BytePlus today only exp
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    - App URL: `<base>/app/<AppId>`     - Host contains `byteplus.com` → **BytePlus**, base = `https://console.byteplus.com/aisearch/region:aisearch+ap-southeast-1` (BytePlus today only exposes the `ap-southeast-1` region; do not fabricate othe
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    - Host contains `byteplus.com` → **BytePlus**, base = `https://console.byteplus.com/aisearch/region:aisearch+ap-southeast-1` (BytePlus today only exposes the `ap-southeast-1` region; do not fabricate other regions).

skills/vs-item-onboarding/references/worked-example.md

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    # 2. PUT upload (no auth header) curl -sS -X PUT --data-binary "@/path/to/goods.jsonl" "$FILE_URL"
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    curl -sS -X PUT --data-binary "@/path/to/goods.jsonl" "$FILE_URL"
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skills/vs-product-qa/SKILL.md

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    - base root URL: `https://www.volcengine.com/docs/85296/1544972`
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    - Chinese questions use `https://www.volcengine.com/docs/85296/1544972?lang=cn`
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    - non-Chinese questions use `https://www.volcengine.com/docs/85296/1544972?lang=en`
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    - product code is `Universal AI Search` - the helper script's `search` action must use `ServiceCodes="Universal AI Search"` - the helper script's `fetch` action must use URLs under `https://www.volcengine.com/docs/85296` only
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    - the helper script's `fetch` action must use URLs under `https://www.volcengine.com/docs/85296` only
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    - `https://www.volcengine.com/llms.txt`
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    - `https://www.volcengine.com/sitemap.xml`
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    11. **Bundled helper only**: use the documentation helper only inside `vs-product-qa`; do not expose it as a standalone skill. 12. **Language-aware docs**: use `?lang=cn` for Chinese questions and `?lang=en` for non-Chinese questions. 13. *
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    12. **Language-aware docs**: use `?lang=cn` for Chinese questions and `?lang=en` for non-Chinese questions. 13. **Strict doc scope**: only access `https://www.volcengine.com/docs/85296/1544972` and its child pages in the same subtree. 14. *
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    13. **Strict doc scope**: only access `https://www.volcengine.com/docs/85296/1544972` and its child pages in the same subtree. 14. **Hard source restriction**: for Viking AI Search docs, `search` must use `ServiceCodes="Universal AI Search"
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    14. **Hard source restriction**: for Viking AI Search docs, `search` must use `ServiceCodes="Universal AI Search"`, and `fetch` must stay under `https://www.volcengine.com/docs/85296`.
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    3. Choose the documentation root by user language: `?lang=cn` for Chinese, otherwise `?lang=en`. 4. Run the helper script's `search` action with `ServiceCodes="Universal AI Search"`. 5. Use the helper script's `fetch` action only if the cho
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    4. Run the helper script's `search` action with `ServiceCodes="Universal AI Search"`. 5. Use the helper script's `fetch` action only if the chosen page URL stays under `https://www.volcengine.com/docs/85296`. 6. Answer using only retrieved
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    5. Use the helper script's `fetch` action only if the chosen page URL stays under `https://www.volcengine.com/docs/85296`.

skills/vs-product-qa/references/volcengine-documentation/SKILL.md

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    - `search` must use `ServiceCodes="Universal AI Search"` - `fetch` must use URLs under `https://www.volcengine.com/docs/85296`
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    - `fetch` must use URLs under `https://www.volcengine.com/docs/85296`
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    ### How to combine `search` and `fetch` 1. For Viking AI Search question-style requests, start with `search` and always pass `ServiceCodes="Universal AI Search"`. 2. Reject or ignore results that do not belong to `Universal AI Search` or wh
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    1. For Viking AI Search question-style requests, start with `search` and always pass `ServiceCodes="Universal AI Search"`. 2. Reject or ignore results that do not belong to `Universal AI Search` or whose URL is outside `https://www.volcengi
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    2. Reject or ignore results that do not belong to `Universal AI Search` or whose URL is outside `https://www.volcengine.com/docs/85296`.
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    ### 1. Document search (`search`) Search Volcengine official documentation by user question, with optional product filtering. - Endpoint: `https://docs-api.cn-beijing.volces.com/api/v1/doc/search`
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    - Endpoint: `https://docs-api.cn-beijing.volces.com/api/v1/doc/search`
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    ### 2. Full-content fetch (`fetch`)
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    - Endpoint: `https://docs-api.cn-beijing.volces.com/api/v1/doc/fetch`
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    | Name | Type | Required | Description | |------|------|----------|-------------| | Url | string | Yes | Volcengine documentation URL, such as `https://www.volcengine.com/docs/6349/162514`. For Viking AI Search inside `vs-product-qa`, this
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    | Url | string | Yes | Volcengine documentation URL, such as `https://www.volcengine.com/docs/6349/162514`. For Viking AI Search inside `vs-product-qa`, this must stay under `https://www.volcengine.com/docs/85296`. |
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    Important rule: If the input URL contains query parameters, such as `https://www.volcengine.com/docs/6396/624853?lang=zh`, strip all query parameters before sending the request and keep only the clean page URL.
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    If the input URL contains query parameters, such as `https://www.volcengine.com/docs/6396/624853?lang=zh`, strip all query parameters before sending the request and keep only the clean page URL.
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    2. If multiple results are returned, show the most relevant ones first and limit the answer to at most 3 items. 3. Always use the script-returned `CleanUrl` as the citation URL. Do not cite URLs with query parameters such as `?lang=zh`. 4.
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    4. For Viking AI Search inside `vs-product-qa`, reject results unless the page URL starts with `https://www.volcengine.com/docs/85296`.
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    python {skill_dir}/scripts/volcengine_docs.py fetch "https://www.volcengine.com/docs/85296/1544972?lang=en"

skills/vs-product-qa/references/volcengine-documentation/scripts/volcengine_docs.py

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    #!/usr/bin/env python3
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    API_BASE = "https://docs-api.cn-beijing.volces.com/api/v1/doc"
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    }     try:         response = requests.post(url, headers=headers, json=payload, timeout=REQUEST_TIMEOUT)
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    try:         response = requests.post(url, headers=headers, json=payload, timeout=REQUEST_TIMEOUT)         response.raise_for_status()
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    response = requests.post(url, headers=headers, json=payload, timeout=REQUEST_TIMEOUT)
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    result["Result"]["FilteredBy"] = {                 "ServiceCodes": [UNIVERSAL_AI_SEARCH_SERVICE_CODE],                 "UrlPrefix": f"https://{ALLOWED_DOC_HOST}{ALLOWED_DOC_PREFIX}"
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    "ServiceCodes": [UNIVERSAL_AI_SEARCH_SERVICE_CODE],                 "UrlPrefix": f"https://{ALLOWED_DOC_HOST}{ALLOWED_DOC_PREFIX}"             }
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    "UrlPrefix": f"https://{ALLOWED_DOC_HOST}{ALLOWED_DOC_PREFIX}"
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    def fetch(doc_url):
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    clean_url = f"{parsed.scheme}://{parsed.netloc}{parsed.path}"     if not is_allowed_universal_ai_search_url(clean_url):         return {"error": f"Fetch is only allowed for URLs under https://{ALLOWED_DOC_HOST}{ALLOWED_DOC_PREFIX}"}
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    return {"error": f"Fetch is only allowed for URLs under https://{ALLOWED_DOC_HOST}{ALLOWED_DOC_PREFIX}"}
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    }     try:         response = requests.post(url, headers=headers, json=payload, timeout=REQUEST_TIMEOUT)
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    try:         response = requests.post(url, headers=headers, json=payload, timeout=REQUEST_TIMEOUT)         response.raise_for_status()
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    response = requests.post(url, headers=headers, json=payload, timeout=REQUEST_TIMEOUT)
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    "desc": "Fetch full page content from a Volcengine documentation URL",                 "params": "<volcengine_documentation_url>",                 "example": 'python volcengine_docs.py fetch "https://www.volcengine.com/docs/85296/1544972?la
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    "params": "<volcengine_documentation_url>",                 "example": 'python volcengine_docs.py fetch "https://www.volcengine.com/docs/85296/1544972?lang=zh"'             }
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    "example": 'python volcengine_docs.py fetch "https://www.volcengine.com/docs/85296/1544972?lang=zh"'
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    "constraints": {             "service_code": UNIVERSAL_AI_SEARCH_SERVICE_CODE,             "url_prefix": f"https://{ALLOWED_DOC_HOST}{ALLOWED_DOC_PREFIX}"
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    "service_code": UNIVERSAL_AI_SEARCH_SERVICE_CODE,             "url_prefix": f"https://{ALLOWED_DOC_HOST}{ALLOWED_DOC_PREFIX}"         }
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    "url_prefix": f"https://{ALLOWED_DOC_HOST}{ALLOWED_DOC_PREFIX}"
  • Network accessline 156
    elif action == "fetch":         if len(sys.argv) < 3:             result = {"error": "Missing document URL", "help": "Usage: python volcengine_docs.py fetch <volcengine_documentation_url>; URL must stay under https://www.volcengine.com/docs
  • Network accessline 157
    if len(sys.argv) < 3:             result = {"error": "Missing document URL", "help": "Usage: python volcengine_docs.py fetch <volcengine_documentation_url>; URL must stay under https://www.volcengine.com/docs/85296"}         else:
  • Network accessline 158
    result = {"error": "Missing document URL", "help": "Usage: python volcengine_docs.py fetch <volcengine_documentation_url>; URL must stay under https://www.volcengine.com/docs/85296"}
  • Network accessline 159
    else:             doc_url = sys.argv[2]             result = fetch(doc_url)
  • Network accessline 161
    result = fetch(doc_url)

skills/vs-project/SKILL.md

  • Access to secretsline 67
    [Credential-related source omitted]
  • Network accessline 76
    11. Read the generated `projectDir` from the command result. Run `npm install` in that directory unless its `node_modules` directory already exists. Stop and report the install failure if dependencies cannot be installed; do not claim that
  • Network accessline 77
    12. Run `npm run dev` in the generated directory using a persistent terminal or background session that remains alive after the response. Watch the live output until the Next.js server reports that it is ready. Treat an early process exit,
  • Network accessline 78
    13. Extract the preview URL from Next.js's actual `Local:` output instead of assuming port 3000. Next.js may select another port when its default is occupied. Normalize its origin without a trailing slash, then run `curl -fsS -o /dev/null <
  • Access to secretsline 97
    [Credential-related source omitted]

skills/vs-search-tuning-specify-policy-direction/SKILL.md

  • Access to secretsline 128
    [Credential-related source omitted]

skills/vs-search-tuning/SKILL.md

  • Access to secretsline 28
    [Credential-related source omitted]
  • Access to secretsline 119
    [Credential-related source omitted]

skills/vs-shared/SKILL.md

  • Access to secretsline 34
    [Credential-related source omitted]
  • Access to secretsline 67
    [Credential-related source omitted]
  • Access to secretsline 69
    [Credential-related source omitted]

skills/vs-user-onboarding/SKILL.md

  • Network accessline 136
    - **Root account**: send the key management link `https://console.volcengine.com/iam/keymanage`, then ask the user to create or retrieve AK/SK there. Tell the user not to paste AK/SK into chat.

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

No combined signals at this commit.

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md skills/vs-alias-mapping/SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md skills/vs-alias-mapping/SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md skills/vs-alias-mapping/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md skills/vs-alias-mapping/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md skills/vs-alias-mapping/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md skills/vs-alias-mapping/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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