SKILLEMALL.ai

AC sonar-aso

App Store Optimization data for AI agents via the Sonar API — keyword research with difficulty and popularity scores, app lookup and search, ASO audits, review mining, and revenue estimates for iOS and Android apps. Use when asked about app store keyword research, ASO, app rankings, keyword difficulty or popularity, app reviews analysis, competitor apps, or app revenue estimates on the iOS App Store or Google Play.

ClawHub Agent Skills author: Peter Šutarík v1.0.0 MIT-0 2 files body ≈ 1 097 tokens Open the sourceclawhub.ai analyzed 2 d ago

App Store Optimization data for AI agents via the Sonar API — keyword research with difficulty and popularity scores, app lookup and search, ASO audits…

As a process C 58/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

IntegrationAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
95
Quality 40%
84
Run on models
none yet
Process rating
C
58/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

    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 · 5

    ✓ No critical or high findings

    Medium and low: 5
    • low Exfiltration net-credential-use SKILL.md:26
      Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
      curl -s -H "Authorization: Bearer $SONAR_API_KEY" "https://trysonar.app/api/v1/..."
      security skill
    • low Exfiltration net-credential-use SKILL.md:36
      Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
      curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
      security skill
    • low Exfiltration net-credential-use SKILL.md:43
      Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
      curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
      security skill
    • low Exfiltration net-credential-use SKILL.md:50
      Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
      curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
      security skill
    • low Exfiltration net-credential-use SKILL.md:57
      Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
      curl -s -H "Authorization: Bearer $SONAR_API_KEY" \
      security skill

    Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • note frontmatter-key unknown frontmatter key "homepage"

    Process rating: all ten parameters 58/100

    • 0Result and completion. Does not say what the result is
    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 20When it triggers. No condition that starts the skill
    • 50Failures and branches. 0 branches, has a failure section
    • 100Tools and files. No external tools needed
    • 100Steps. 5 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1097 tokens
    • 100Running it twice. No mutating operations

    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
    • +2Single-language instructions
    • +3Description length 418: enough signal without eating the budget
    • +4Structure: 6 headings
    • +3Step-by-step instructions: 5 items
    • +4Has examples (10 code blocks)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 84.

    External checks

    ClawHub: clean
    This skill is a straightforward Sonar API guide for app-store research and does not include hidden execution, local data access, persistence, or destructive behavior.
    LLM: benign (high) · VirusTotal: · 14 Jul 2026