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feat(AGENT-SKILL): seed 에이전트 스킬 아티팩트 측정 domain (SkillOpt/SkillLens topic home)#158

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dancinlife merged 1 commit into
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feat/agent-skill-domain-seed
Jun 6, 2026
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feat(AGENT-SKILL): seed 에이전트 스킬 아티팩트 측정 domain (SkillOpt/SkillLens topic home)#158
dancinlife merged 1 commit into
mainfrom
feat/agent-skill-domain-seed

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What

Seed the AGENT-SKILL/* domain — topic home for the two Microsoft agent-skill papers — registered in DOMAINS.tape as a sibling of AGENT.

Domain (SEED — honest)

Measures model-generated agent-skill artifacts (NL procedure docs a frozen agent reuses). All axes [ ] unmeasured, no 🟢 until first /cycle probe:

  • A skill-utility Δ — help vs negative transfer (SkillLens 75/25)
  • B extraction ≠ execution — EE/TE ranking (Finding 2)
  • C target-dependent utility — same skill, +4.93 vs −1.69 (Finding 3)
  • N ⭐ self-evolving skill loop — rollout→gate (SkillOpt 52/52)

Name

AGENT-SKILL over bare SKILL — repo already has its own slash-command "skills"; qualified name avoids the namespace misread.

Seed

SkillOpt (arXiv:2605.23904) / SkillLens (arXiv:2605.23899) verbatim mirrors at ../FRONTEND/sample/ (cross-ref, not moved — FRONTEND untouched).

🤖 Generated with Claude Code

…pic home)

Add AGENT-SKILL/* domain (SEED — no measurements yet), the topic home for the two
Microsoft agent-skill papers, registered in DOMAINS.tape as a sibling of AGENT.
Measures model-generated agent-skill artifacts (natural-language procedure docs a
frozen agent reuses): does skill reuse help vs negative-transfer, what drives utility
across the experience→extraction→consumption lifecycle, can skills self-evolve.

Axes (all unmeasured `[ ]`, anchored to the papers' findings):
- A skill-utility Δ (help vs negative transfer · SkillLens 75/25)
- B extraction ≠ execution (EE/TE ranking · Finding 2)
- C target-dependent utility (+4.93 vs −1.69 · Finding 3)
- N ⭐ self-evolving skill loop (SkillOpt rollout→gate · 52/52)

Name AGENT-SKILL over bare SKILL — the repo already has its own slash-command
"skills"; the qualified name avoids that namespace misread (fixed-complete auto-pick).
Seed = SkillOpt/SkillLens verbatim mirrors at ../FRONTEND/sample/ (cross-ref, not moved).
No 🟢 verdict claimed; metrics/anchors are candidates until first /cycle probe.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@dancinlife dancinlife merged commit 103549a into main Jun 6, 2026
@dancinlife dancinlife deleted the feat/agent-skill-domain-seed branch June 6, 2026 18:37
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