SKILLEMALL.ai

BD flutter-dev

Flutter 跨平台移动开发技能。覆盖 Flutter 入门、Material 3 迁移、布局约束、动画 (Hero/Staggered)、自适应响应式布局、平台适配、大型屏幕支持、State 管理方案对比、 持久化、网络请求、性能优化。当用户提到 Flutter、Dart、移动开发、跨平台、Material Design、 Flutter Widget、热重载、StatelessWidget、StatefulWidget、setState、Provider、Riverpod、 BLoC、布局约束、BoxConstraints、动画、Animation、Hero、Staggered、响应式、自适应时触发。

ClawHub Agent Skills author: yhongm v1.0.0 MIT-0 16 files body ≈ 4 177 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process D 47/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
B
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
72
Run on models
none yet
Process rating
D
47/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 16. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • note frontmatter-key unknown frontmatter key "trigger"
  • note frontmatter-key unknown frontmatter key "hermes"

Process rating: all ten parameters 47/100

  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 40Consistency. Frontmatter name (flutter-dev) differs from the folder (flutter-dev-skill)
  • 70Execution cost. Instruction body is 4177 tokens
  • 100Tools and files. No external tools needed
  • 100Steps. 11 steps
  • 100Running it twice. No mutating operations
  • low 44 top-level sections: this looks like several domains in one skill

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • -226 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +3Description length 307: enough signal without eating the budget
  • +4Structure: 64 headings
  • +3Step-by-step instructions: 11 items
  • +4Has examples (34 code blocks)
  • +4Reference files are cited in the instructions (13 of 13)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.

External checks

ClawHub: clean
This is a documentation-only Flutter helper skill with broad activation wording but no evidence of hidden execution, data access, or persistence.
LLM: benign (high) · VirusTotal: · 29 May 2026