Skill Crossroads akka-net-management
rubric v1.2 · deterministic
C− 71.6/100 overall
Correctness & Structure 67 1 fail
Triggering & Discoverability 85 1 warn
Clarity & Instructions 40 1 fail
Token & Context Cost 91 1 warn
Safety & Security 89 1 warn
Verifiability & Maintainability 53 1 fail

Top fixes — ranked by score impact

STRUCT-05 Supporting-file references resolve
SKILL.md:20references `discovery-providers.md` no such file or directory in the skill
Reference to `discovery-providers.md` does not resolve to a file in the skill directory.
discovery-providers.md
SKILL.md:21references `configuration-reference.md` no such file or directory in the skill
Reference to `configuration-reference.md` does not resolve to a file in the skill directory.
configuration-reference.md
SKILL.md:174references `discovery-providers.md` no such file or directory in the skill
Reference to `discovery-providers.md` does not resolve to a file in the skill directory.
discovery-providers.md
SKILL.md:176references `configuration-reference.md` no such file or directory in the skill
Reference to `configuration-reference.md` does not resolve to a file in the skill directory.
configuration-reference.md
Fix Add the missing file(s), fix the path, or remove the dead reference.
VERIFY-01 Evals or tests present
SKILL.md:1the skill works no evals/, tests/, or verification section found
No way to prove the skill does what it claims.
Fix Add an evals/ folder (test prompts + expected outcomes) and a '## Verify' step in the body.
CLARITY-03 No ASCII-art / persona filler
SKILL.md:43
Decorative ASCII-art / banner line — pure token cost, no instructional value.
┌─────────────────────────────────────────────────────────────┐
SKILL.md:45
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│  ┌─────────────┐    ┌─────────────┐    ┌─────────────┐     │
SKILL.md:47
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│  │             │    │             │    │             │     │
SKILL.md:50
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│  └──────┬──────┘    └──────┬──────┘    └──────┬──────┘     │
SKILL.md:51
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│         │                  │                  │             │
SKILL.md:52
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│         └──────────────────┼──────────────────┘             │
SKILL.md:53
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│                            │                                │
SKILL.md:54
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│                    ┌───────▼───────┐                        │
SKILL.md:57
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│                    └───────────────┘                        │
SKILL.md:58
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│                            │                                │
SKILL.md:59
Decorative ASCII-art / banner line — pure token cost, no instructional value.
└────────────────────────────┼────────────────────────────────┘
SKILL.md:61
Decorative ASCII-art / banner line — pure token cost, no instructional value.
┌──────────────┼──────────────┐
SKILL.md:62
Decorative ASCII-art / banner line — pure token cost, no instructional value.
│              │              │
SKILL.md:63
Decorative ASCII-art / banner line — pure token cost, no instructional value.
┌─────▼─────┐ ┌──────▼─────┐ ┌─────▼──────┐
SKILL.md:66
Decorative ASCII-art / banner line — pure token cost, no instructional value.
└───────────┘ └────────────┘ └────────────┘
Fix Delete decorative banners and persona filler; keep instructions plain and imperative.
SAFETY-03 No destructive auto-invocation
SKILL.md:12auto-invocable (no disable-model-invocation) performs a destructive action ("Deploying")
Skill appears to "Deploying" but the model can auto-invoke it — a destructive action could fire without the user asking.
Deploying
Fix If this action is destructive/irreversible, set `disable-model-invocation: true` so it only runs when explicitly invoked.
TRIGGER-03 Invocation cues in the description
SKILL.md:1description will match user requests no explicit cue ('use when …', 'triggers on …', quoted user phrases) found
Pure what-it-does prose — the model has to guess when to invoke it.
Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azu…
Fix State the trigger explicitly: 'Use when the user says "…", "…", or wants to …'.
TOKEN-02 Progressive disclosure
SKILL.mdeverything inlined in SKILL.md 276 body lines, 0 supporting files
Large SKILL.md (276 lines) with no supporting files — all of it loads every time the skill fires.
Fix Move heavy reference material into supporting files and link to them, so the model loads it only when needed.
★ scores higher than ≈4% of 208 public skills (deterministic rubric v1.2 sample, 2026-09)

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