SKILLEMALL.ai
RU Sign in

CF instagram-api

An Instagram API alternative on fetcher.sh — pay-per-call in USDC via x402, or prepaid credits with a Bearer key, no login and no session cookies. Use when the user wants to resolve an Instagram profile by @handle, search users by keyword, pull a profile's posts, reels, stories, tagged posts, followers, or followings, look up a single post by its shortcode, read a post's comments, fetch posts under a hashtag or reel-only hashtag feed, pull posts from a location, or pull posts using a specific audio/music track. Also covers Instagram follower export, hashtag and location monitoring, influencer discovery, competitor content tracking, and Instagram data pipelines without an official Graph API business verification or a headless browser.

ClawHub Agent Skills author: fetcher-sh v0.1.0 MIT-0 6 files body ≈ 1 861 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

As a process F 44/100 · Will not run — References files that are not bundled: ../fetcher/SKILL.md, ../../task-guides/instagram-profile-lookup.md, ../../task-guides/instagram-hashtag-and-location-monitoring.md

IntegrationMarketingInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
C
62/100
safety, quality, tests
Safety 60%
54
Quality 40%
75
Run on models
none yet
Process rating
F
44/100
Will not run
References files that are not bundled: ../fetcher/SKILL.md, ../../task-guides/instagram-profile-lookup.md, ../../task-guides/instagram-hashtag-and-location-monitoring.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Exfiltration medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".

For the author

If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.

How to improve

  1. The text references files that are not there: add them or drop the references.
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 · 10

✓ No critical or high findings

Medium and low: 10
  • medium Exfiltration net-credential-use references/scenarios.md:23
    Credential used in a network call (verify the destination is the intended service)
    curl -H "Authorization: Bearer $FETCHER_API_KEY" \
  • medium Exfiltration net-credential-use references/scenarios.md:30
    Credential used in a network call (verify the destination is the intended service)
    curl -H "Authorization: Bearer $FETCHER_API_KEY" \
  • medium Exfiltration net-credential-use references/scenarios.md:37
    Credential used in a network call (verify the destination is the intended service)
    curl -H "Authorization: Bearer $FETCHER_API_KEY" \
  • medium Exfiltration net-credential-use references/scenarios.md:44
    Credential used in a network call (verify the destination is the intended service)
    curl -H "Authorization: Bearer $FETCHER_API_KEY" \
  • medium Exfiltration net-credential-use SKILL.md:72
    Credential used in a network call (verify the destination is the intended service)
    curl -H "Authorization: Bearer $FETCHER_API_KEY" \
  • medium Exfiltration net-credential-use SKILL.md:113
    Credential used in a network call (verify the destination is the intended service)
    curl -H "Authorization: Bearer $FETCHER_API_KEY" \
  • medium Exfiltration net-credential-use SKILL.md:116
    Credential used in a network call (verify the destination is the intended service)
    curl -H "Authorization: Bearer $FETCHER_API_KEY" \
  • medium Exfiltration net-credential-use SKILL.md:123
    Credential used in a network call (verify the destination is the intended service)
    curl -H "Authorization: Bearer $FETCHER_API_KEY" \
  • medium Exfiltration net-credential-use SKILL.md:127
    Credential used in a network call (verify the destination is the intended service)
    curl -H "Authorization: Bearer $FETCHER_API_KEY" \
  • low Exfiltration net-credential-use references/scenarios.md:14
    Credential used in a network call (verify the destination is the intended service) (quoted — discussed, not commanded)
    Swap the `curl -H "Authorization: Bearer $FETCHER_API_KEY"` prefix for a bare
    quoted

Files scanned: 6. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../fetcher/SKILL.md
  • warning missing-ref reference to a missing file: ../../task-guides/instagram-profile-lookup.md
  • warning missing-ref reference to a missing file: ../../task-guides/instagram-hashtag-and-location-monitoring.md
  • warning missing-ref reference to a missing file: ../../commands/instagram-profile.md
  • note frontmatter-key unknown frontmatter key "keywords"

Process rating: all ten parameters 44/100

Will not run. References files that are not bundled: ../fetcher/SKILL.md, ../../task-guides/instagram-profile-lookup.md, ../../task-guides/instagram-hashtag-and-location-monitoring.md
  • 0Tools and files. 4 referenced file(s) missing: ../fetcher/SKILL.md, ../../task-guides/instagram-profile-lookup.md, ../../task-guides/instagram-hashtag-and-location-monitoring.md
  • 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
  • 30Running it twice. 2 mutating operations with no state check
  • 50Failures and branches. 0 branches, has a failure section
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 13 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1861 tokens

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
  • +1No license
  • +2Single-language instructions
  • +3Description length 743: enough signal without eating the budget
  • +4Structure: 9 headings
  • +3Step-by-step instructions: 13 items
  • +4Has examples (8 code blocks)
  • +4Reference files are cited in the instructions (4 of 4)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 75.

External checks

ClawHub: clean
This skill is a clearly documented, read-only guide for using a third-party Instagram data API, with privacy-sensitive use cases that users should handle carefully.
LLM: benign (high) · VirusTotal: · 21 Aug 2026