v2-kernel-writing

v2-kernel-writing is an Embedded, IoT & robotics skill for AI agents, published by mirage-project in the mirage repository on GitHub. Skillspace rates v2-kernel-writing D (64/100) and it passed the safety scan; the rating is based on static analysis only.

Runtime-V2 kernel-writing workflow. Use when writing, porting, or rewriting ANY Runtime-V2 task kernel (tasks/blackwell_v2/*.cuh + registration) — a new op, a v1→v2 port, or a rewrite toward the reference linear_sm100_v2 warp-role pipeline idiom. Drives the staged loop SPEC→IMPLEMENT→WIRE→VALIDATE→PERF→REVIEW with per-stage subagents and the b200-* sub-skills, and enforces the M=1 anti-loop evidence + the v2 protocol invariants (§1.1 dep-prefix, stale-arrival re-init, skip_after_step0, task_offset wiring).

Grade
D
Quality
64 / 100
Safety
Passed
GitHub stars
2,490

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
Not declared. Check the repository before reusing it.

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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