insight-trace

insight-trace is a Runtime diagnostics & profiling skill for AI agents, published by hw-native-sys in the simpler repository on GitHub. Skillspace rates insight-trace D (60/100) and it passed the safety scan; the rating is based on static analysis only.

Generate a MindStudio Insight trace for any `kernel_entry(args)` style kernel in this repo — SPMD mix, AIC-only single-task (e.g. `aic_pv_matmul`), or AIV-only single-task (e.g. `aiv_softmax_prepare`). Use when the user asks to "produce/generate/run an Insight trace", "trace this kernel under msprof op simulator", or troubleshoot Insight trace collection. AICore-only replay path — bypasses AICPU orchestration. For PTOAS-style kernels, use [PTOAS msprof_op_simulator_usage_zh.md](https://github.com/hw-native-sys/PTOAS/blob/main/.claude/skill/msprof_op_sim_insight_skill.md) instead.

Grade
D
Quality
60 / 100
Safety
Passed
GitHub stars
29

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.

View source on GitHubhw-native-sys/simpler

Our review

Architecture
86 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked 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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