SKILLEMALL.ai

AB scraping-instagram-profile-data

Scrapes Instagram profile statistics and recent posts for any list of accounts using apidojo's Instagram scraper on Apify. Triggers when the user asks to: get Instagram profile data for an account, fetch follower count and post count for Instagram users, scrape Instagram bio and stats in bulk, export Instagram account metadata, check profile information for a list of Instagram handles, or get engagement data from Instagram profiles. Returns username, follower count, following count, post count, bio, and recent post metrics. Ideal for influencer vetting, brand research, and list enrichment.

ClawHub Agent Skills author: API Dojo v1.0.0 MIT-0 2 files body ≈ 821 tokens Open the sourceclawhub.ai analyzed 3 d ago

Scrapes Instagram profile statistics and recent posts for any list of accounts using apidojo's Instagram scraper on Apify.

As a process B 73/100 · Nearly there — weak spots: progress reporting

AnalyzerMarketingtype and topics are labelled automatically from the skill text
JSON
Technical rating
A
92/100
safety, quality, tests
Safety 60%
95
Quality 40%
88
Run on models
none yet
Process rating
B
73/100
Nearly there
Progress reporting w 2
0
Failures and branches w 10
50
Tools and files w 18
60
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 exfil-secret-in-url SKILL.md:85
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      "https://api.apify.com/v2/acts/apidojo~instagram-scraper/runs?token=…" \
      placeholder
    • low Exfiltration exfil-secret-in-url SKILL.md:92
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      curl "https://api.apify.com/v2/actor-runs/$RUN_ID?token=…" | grep '"status"'
      placeholder
    • low Exfiltration net-credential-use SKILL.md:92
      Credential used in a network call (verify the destination is the intended service) (documentation of a security skill; the skill's own vendor host)
      curl "https://api.apify.com/v2/actor-runs/$RUN_ID?token=…" | grep '"status"'
      security skillvendor-host
    • low Exfiltration exfil-secret-in-url SKILL.md:97
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      curl "https://api.apify.com/v2/actor-runs/$RUN_ID/dataset/items?token=…&format=json"
      placeholder
    • low Exfiltration net-credential-use SKILL.md:97
      Credential used in a network call (verify the destination is the intended service) (documentation of a security skill; the skill's own vendor host)
      curl "https://api.apify.com/v2/actor-runs/$RUN_ID/dataset/items?token=…&format=json"
      security skillvendor-host

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

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 73/100

    • 0Progress reporting. Says nothing while it works
    • 50Failures and branches. 0 branches, has a failure section
    • 60Tools and files. Uses tools (web) that frontmatter does not declare
    • 60Result and completion. Output format stated, no completion criterion
    • 70When it triggers. States when to use, but not when not to
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 100Steps. 5 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 821 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)
    • +2Single-language instructions
    • +3Description length 596: enough signal without eating the budget
    • +4Structure: 8 headings
    • +3Step-by-step instructions: 5 items
    • +3Output format is stated explicitly
    • +4Has examples (7 code blocks)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 88.

    External checks

    ClawHub: clean
    This skill is purpose-aligned for Apify-based Instagram scraping, but users should be careful with third-party transmission, broad URL inputs, API token handling, and saved exports.
    LLM: benign (high) · VirusTotal: · 3 Sept 2026