Skip to content
cccskills
FreePublished on GitHub

vllm-metax-upgrade-common

Establish the shared environment, source/runtime correspondence, target confirmation and validation evidence for MetaX vLLM upgrades. Use as the common prerequisite of the patch, attention, registry and model upgrade skills, or for an explicitly requested MetaX environment preflight; it does not perform domain-specific adaptations.

The English summary is being prepared. Showing the original description.

Run score Not tested

See how to install

Files included (3)

  • SKILL.md4.4 KB
  • references/environment-preflight.md9.4 KB
  • scripts/probe_environment.py10.2 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

vLLM-MetaX Upgrade Common

Provide one shared baseline for specialist upgrade workflows. Read this skill when a calling skill requires it; apply only the common checks here, then continue that skill's domain workflow. Do not activate other specialist skills automatically.

Environment and target

Run the read-only environment preflight using this skill's scripts/probe_environment.py and the user-selected interpreter. It owns the five-location mapping, component inventory, content comparison and effective runtime-origin checks. Specialist skills must not copy the probe or maintain their own preflight instructions. Examples use /opt/venv/bin/python; discover actual paths.

Proactively confirm the comparison/runtime mapping once if it has not already been established in this session. Reuse unchanged confirmation across all calling skills; honor an explicit instruction to skip the question. A switch from patch to model work alone does not require confirmation again. Expected local edits do not invalidate the mapping. Ask again only when the intended interpreter, target or runtime mapping changes or becomes uncertain. If this requirement causes a pause, link this SKILL.md, quote this instruction and explain the concrete unresolved mapping.

Continue independent inventory while awaiting a required target choice. Do not treat silence, elapsed time or successful probe execution as confirmation. This is target clarification, not renewed permission for already authorized work.

Keep one reusable task record containing:

  • Selected interpreter/venv and runtime cwd.
  • Local vLLM target revision, installed vLLM identity and relevant content differences.
  • Local MetaX snapshot (index/worktree/revision), installed identity and effective imports.
  • Component versions, selected callable/extension origins and device/ABI evidence.
  • Intended comparison source, edited checkout and actual validation imports.
  • Confirmed choices or the user's instruction to skip confirmation; remaining unknowns.

Use the established target, not assumed remote HEAD. Version strings alone cannot prove correspondence. The probe is read-only and standard-library-only; exit zero means collection succeeded, not that APIs, binaries or numerical behavior are valid.

Shared scope and verification rules

  • Preserve user changes. Keep reviews read-only. Do not stage, commit, reinstall, alter global import paths, edit upstream/site-packages or send external messages unless the task authorizes it. The calling skill sets the adaptation scope.
  • Identify the exact snapshot. For staged reviews, export the index and prove that validation imports it; unstaged fixes must not satisfy staged dependencies silently.
  • Trace actual plugin dispatch, wrappers and installed callables. Source comments, matching signatures and upstream capability declarations are hypotheses to verify.
  • For now, generate self-contained temporary validation scripts from current contracts; do not depend on repository tests/, its fixtures/helpers/conftest or historical /tmp files. Select meaningful cases in the calling skill's validation guidance.
  • Record commands, inputs, expected/observed behavior, imported sources, component identities and process-local workarounds. Isolated mocks test only the isolated contract; kernel tests do not establish full-model or distributed correctness.
  • Distinguish source inspection, signature checking, runtime reproduction, numerical validation and untested scope. Preserve failures and unsupported paths in the report.
  • Run relevant format/lint/type/diff checks and disclose unavailable checks. Recheck affected snapshots for concurrent edits before claiming findings are current.

This skill owns shared mechanics only. Patch headers/audits, attention index semantics, registry quantization rules, model structure alignment and model-specific upstream-bug handling stay in their specialist skills. Reusing common checks does not import one specialist's policy into another. No separate audit artifact is required by this skill.

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

Review and adapt MetaX attention backends, MLA, sparse indexers, cache layouts, and their kernel wrappers against a target vLLM revision and the actually installed MetaX component APIs. Verify dispatch, supported configurations, and GPU numerical behavior. Use for attention adaptations outside vllm_metax/patch/; do not apply monkey-patch headers or patch audit requirements.

The English summary is being prepared. Showing the original description.

MetaX-MACA/vLLM-metax184Updated Oct 19, 2026

Trim large MetaX model directories for dummy smoke tests or real-checkpoint loading on limited GPUs. Preserve target execution paths while reducing depth; use the real-weight workflow when a loadable checkpoint is requested. Not for accuracy evaluation or model compatibility upgrades.

The English summary is being prepared. Showing the original description.

MetaX-MACA/vLLM-metax184Updated Oct 19, 2026

Review and upgrade MetaX model support against a target vLLM revision and installed MACA components, recursively including model-dependent attention and kernels. Establish quantization and cache differences, preserve upstream structure, and distinguish shared upstream bugs from adaptation defects. Use for model support work, not standalone monkey-patch or registry audits.

The English summary is being prepared. Showing the original description.

MetaX-MACA/vLLM-metax184Updated Oct 19, 2026

Audit and adapt monkey patches in vllm_metax/patch/ against a target upstream revision. Decide whether to retain, update, migrate, or remove each patch; maintain patch headers and explanations; validate changes and record evidence. Use only for compatibility work on this directory, not standalone attention backend, model, kernel, or other adaptations elsewhere in vllm_metax.

The English summary is being prepared. Showing the original description.

MetaX-MACA/vLLM-metax184Updated Oct 19, 2026

Review and adapt vllm_metax/registry registrations, quantization configurations, CustomOps and kernel dispatch against a target vLLM revision and installed MetaX APIs. Verify registration, inherited state, weight layouts and actual backend selection. Use for registry compatibility work, not standalone attention algorithms or monkey patches.

The English summary is being prepared. Showing the original description.

MetaX-MACA/vLLM-metax184Updated Oct 19, 2026

See all skills by MetaX-MACA

Report a problem with this skill