Add cuTile autotune disable policy & refactor(attention): update _fmha_autotune_configs & other updates

[hannahli-nv]

Description

Update codes.

This PR contains 6 new commit(s).

Commits included:

48832f1 skills: align SKILL.md frontmatter and structure with agentskills.io spec
03549d9 Add test_perf function for each Test classes
56d6d43 Update third-party attributions
0d15bca Reformat activation kernels
9832f3a refactor(attention): update _fmha_autotune_configs
3d67ee4 Add cuTile autotune disable policy

CI Configuration

config:
  build: true
  # valid options are "ops" and "benchmark"
  test: []

Checklist

• Code formatted and imports sorted via repo specifications (./format.sh)
• Documentation updated (if needed)
• CI configuration reviewed

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[hannahli-nv]

/ok to test 1576c09

[hannahli-nv]

/ok to test d4040e7

[hannahli-nv]

/ok to test 48832f1