Atlas / Skills / browser-act / Instagram Post Comments

Instagram Post CommentsSAFE

skills/browser-act/instagram-post-comments

Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
MIT
Stars
6,115
01

Overview

Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

Read from source at commit d69029b35077OBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
cursormentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: instagram-post-comments
description: "Fetches comments from an Instagram post including comment text, username, timestamp, like count and reply count. Use when user mentions Instagram comments scraping, get comments from Instagram post, Instagram comment list, pull Instagram comments, read Instagram comments, Instagram post discussion, extract Instagram comments, comment data from Instagram, IG post replies, who commented on Instagram."
---

# Instagram — Post Comments

> post shortcode or media ID → paginated list of comments

## Language

All process output to user (progress updates, process notifications) follows the user's language.

## Objective

Fetch comments for a specific Instagram post using the internal comments API with cursor-based pagination.

## Prerequisites

- Browser is open on any Instagram page: `https://www.instagram.com/`
- Logged into Instagram (user avatar or username visible in top-right corner)

## Pre-execution Checks

### 1. Tool Readiness

If browser-act has been confirmed available in the current session → skip this step.

Invoke `browser-act` via Skill tool to load usage. If installation or configuration issues arise, follow its guidance to resolve then retry.

### 2. Login Verification

If login status for Instagram has been confirmed in the current session → skip this step.

Otherwise: open `https://www.instagram.com/` and observe the page login status:
- Logout/sign-out entry, user avatar, or username exists → logged in, continue execution
- Login/register entry exists with no logout entry → not logged in, inform the user that login is needed first, assist the user in completing the login flow

User refuses or cannot log in → terminate execution.

## Capability Components

> This Skill's operational boundary = what the user can manually do in their browser. It only reads data already displayed to the user on the page, never bypassing authentication or access controls. Its role is equivalent to copy-pasting on the user's behalf — the data is already on screen, automation merely saves time. JS code is encapsulated in Python files under the `scripts/` directory, invoked via `eval "$(python scripts/xxx.py {params})"`. `$(...)` is bash syntax; it is recommended to use the bash tool for execution.

Below are all atomic capabilities discovered and verified during the exploration phase, listed by command template with parameters. Simply invoke them as needed — no need to read `scripts/*.py` source code or re-verify. Only inspect scripts when execution fails for troubleshooting. Combine freely as needed during execution.

### API: get media ID from shortcode

`eval "$(python scripts/get-media-id.py '{shortcode}')"`

Parameters:
- shortcode: Post shortcode from the Instagram URL (e.g., from `instagram.com/p/BwrsO1Bho2N/` → `BwrsO1Bho2N`)

Output example:
```json
{
  "media_id": "3900557621921709539",
  "shortcode": "BwrsO1Bho2N",
  "media_type": 1,
  "username": "natgeo",
  "taken_at": 1779686199
}
```

### API: get comments page

`eval "$(python scripts/get-post-comments.py '{media_id}' --min-id '{cursor}')"`

Parameters:
- media_id: Numeric media ID / pk (from get-media-id output, or from profile-posts output)
- --min-id: Pagination cursor; leave empty for first page, use `next_min_id` from previous response for subsequent pages

Output example:
```json
{
  "comments": [
    {
      "pk": "17857015000000001",
      "text": "Amazing photo!",
      "username": "john_doe",
      "user_id": "123456789",
      "created_at": 1779686500,
      "like_count": 42,
      "reply_count": 3
    }
  ],
  "has_more_comments": true,
  "next_min_id": "17857015000000001"
}
```

### Composite: fetch all comments for a post

1. `navigate https://www.instagram.com/` → `wait stable`
2. If only shortcode is available: `eval "$(python scripts/get-media-id.py '{shortcode}')"` → extract `media_id`
3. `eval "$(python scripts/get-post-comments.py '{media_id}')"` → collect `comments`, note `has_more_comments` and `next_min_id`
4. While `has_more_comments` is `true`:
   a. `eval "$(python scripts/get-post-comments.py '{media_id}' --min-id '{next_min_id}')"` → accumulate `comments`
5. Merge all collected comments

## Pagination

**API Pagination**: `min_id`, type: cursor, start value: empty string. Next page value source: `next_min_id` field in response. Termination: `has_more_comments` is `false` or `next_min_id` is null.

## Success Criteria

`result count >= 1 AND comments[0].text non-null AND comments[0].username non-null`

## Known Limitations

- Login required: comments API returns `require_login: true` without authentication
- Posts with comments disabled return empty comments array
- Deleted comments or accounts may return partial data

## Execution Efficiency

- **Batch orchestration**: Write a bash script to loop through the command templates serially within a single session; do not parallelize within one browser (prone to triggering anti-scraping restrictions). Refer to rate information in "Known Limitations" above to add appropriate intervals. To increase throughput, open multiple stealth browser sessions and distribute work across them — each session has an independent fingerprint so rate limits apply per session
- **Test before batch execution**: After writing a batch script, you must first test with 1-2 items to verify the script runs correctly; only then run the full batch. Never skip testing and execute in batch directly
- **Reduce redundant pre-operations**: When multiple steps depend on the same prerequisite state, complete them in batch under that state to avoid repeatedly establishing the same state
- **Error resumption**: Save results item by item during batch processing; on failure, resume from the breakpoint rather than starting over

## Experience Notes

Path: `{working-directory}/browser-act-skill-forge-memories/instagram-scraper-instagram-post-comments.memory.md` (working directory is determined by the Agent running the Skill, typically the project root or 
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha d69029b35077full audit observations/trust-audit/skill/browser-act__instagram-post-comments.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08d69029b35077SAFEB89first audit
06

Questions

What does the Instagram Post Comments skill do?

Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

Is Instagram Post Comments safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Instagram Post Comments access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Instagram Post Comments work with?

Its documentation mentions cursor. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (d69029b35077), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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