vllm-tool-parsers SKILL.md skillA
vllm-tool-parsers from air-gapped/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add air-gapped/skills/vllm-tool-parsers@git:20261018.4c6563aPins git:20261018.4c6563a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- air-gapped/skills
- Path
.claude/skills/vllm-tool-parsers/SKILL.md- Versions recorded
- 17
- Latest version
- git:20261018.4c6563a, committed Oct 18, 2026
- First version recorded
- Sep 15, 2026
- Size
- 25,089 bytes
- Repository stars
- 6
- License
- MIT
vLLM tool-calling operator reference — picking `--tool-call-parser` per model family, writing custom parsers via `--tool-parser-plugin`, navigating vLLM source + GitHub tracker to debug any specific tool-call question. Pointer map, not source paraphrase. All 40+ built-in parsers (JSON-sentinel, pythonic, XML, harmony grammars), CLI contract, `prev_tool_call_arr`/`streamed_args_for_tool` flush invariants, diagnostic playbook (isolate template-vs-parser via raw `/v1/completions` + unicodedata…
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
# vLLM Tool Parsers — Navigation Map This skill points to the right source file, template, or GH issue. The source code is authoritative — read it. **Do not paraphrase from this skill when the actual file is available.** ## Where things live Assume a local [vllm-project/vllm](https://github.com/vllm-project/vllm) checkout is accessible. Every reference below is relative to that repo root. | Target | Read | |---|---| | All tool parsers | `vllm/tool_parsers/` (one file per parser). Not `vllm/entrypoints/openai/tool_parsers/` — removed at v0.14.0; imports from it fail | | Parser base class + `ToolParserManager` | `vllm/tool_parsers/abstract_tool_parser.py` | | Shared helpers (`partial_json_loads`, `find_common_prefix`, `make_valid_python`, `partial_tag_overlap`, `compute_tool_delta`, `handle_single_tool`) | `vllm/tool_parsers/utils.py` | | Built-in parser registry | `vllm/tool_parsers/__init__.py` — `_TOOL_PARSERS_TO_REGISTER` maps CLI name → module → class | …
Read the whole file at its exact version.
How to install
mdr add air-gapped/skills/vllm-tool-parsers@sha256:34053a56ef1e2d71The line at the top of this page pins the label git:20261018.4c6563a, 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_6siq4w5tnzihrfrc)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 17 versions of this file, between Sep 15, 2026 and Oct 18, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.4c6563a latest | 2026-10-18 | 4c6563a | 25,089 B | A | view · diff |
| git:20261018.0af702f | 2026-10-18 | 0af702f | 25,021 B | A | view · diff |
| git:20261018.48106d6 | 2026-10-18 | 48106d6 | 24,920 B | A | view · diff |
| git:20261018.55069e4 | 2026-10-18 | 55069e4 | 25,277 B | A | view · diff |
| git:20261018.4275b80 | 2026-10-18 | 4275b80 | 25,364 B | A | view · diff |
| git:20261003.e328c07 | 2026-10-03 | e328c07 | 24,438 B | A | view · diff |
| git:20261003.43643e4 | 2026-10-03 | 43643e4 | 24,207 B | A | view · diff |
| git:20261003.5aa7936 | 2026-10-03 | 5aa7936 | 24,082 B | A | view · diff |
| git:20261003.2f3e721 | 2026-10-03 | 2f3e721 | 23,819 B | A | view · diff |
| git:20261003.a0a673e | 2026-10-03 | a0a673e | 23,557 B | A | view · diff |
| git:20260923.466430c | 2026-09-23 | 466430c | 21,973 B | A | view · diff |
| git:20260922.fd88423 | 2026-09-22 | fd88423 | 20,700 B | A | view · diff |
| git:20260915.0f82bf6 | 2026-09-15 | 0f82bf6 | 20,453 B | A | view · diff |
| git:20260915.7ab4d26 | 2026-09-15 | 7ab4d26 | 20,090 B | A | view · diff |
| git:20260915.4038219 | 2026-09-15 | 4038219 | 20,003 B | A | view · diff |
| git:20260915.271b519 | 2026-09-15 | 271b519 | 19,561 B | A | view · diff |
| git:20260915.2dc66a2 | 2026-09-15 | 2dc66a2 | 19,515 B | A | view |
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 (25089 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
air-gapped/skills · 6 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6siq4w5tnzihrfrc GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/vllm-tool-parsers GET https://markdownregistry.com/api/v1/blob/34053a56ef1e2d71e3bf4a2b24f3e2cdc717896f9e52b3287c06b8dff33d9c16
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.