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Product Hunt — Launch Data Extraction · browser-act | DecimalAI

researchby browser-act

Product Hunt — Launch Data Extraction

browser-act/producthunt-launches

Source browser-act/skills ↗License MIT

Scrape Product Hunt daily/weekly/monthly/yearly leaderboard launches with full product details, maker profiles, and website contact info.

SkillScore73Maintained

Automatic

Product Management pack

Last verified 8/9/2026

What it changes

Passed 15 of 20 test cases with the skill, and 3 of 20 without it.

Without skill14%

With skill73%

Checks it passed that the model alone missed

Replaces it with the /leaderboard/daily/ URL structure
Waits up to 15 seconds for page stability before invoking captcha solving
Advises testing execution on 1 to 2 items before launching full batch jobs

and 10 more in the full report

13 fixed3 passed either way6 still failing0 broke

Pass-rate lift: +59 pp
Tokens: +104%
Agent turns: 0%
Response time: -35%

Model gemini-3.6-flashMeasured 8/9/2026v116 of 22 cases passed with skill · 20 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/browser-act-producthunt-launches/SKILL.md https://app.decimal.ai/s/browser-act-producthunt-launches/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add browser-act-producthunt-launches, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/browser-act-producthunt-launches/ and pins it in .decimal/skills.lock

decimalai skills add browser-act-producthunt-launches

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/browser-act-producthunt-launches/SKILL.md https://app.decimal.ai/s/browser-act-producthunt-launches/SKILL.md

Raw file: /s/browser-act-producthunt-launches/SKILL.md ↗ · machine-readable summary at /s/browser-act-producthunt-launches.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 13

Prompt

I need to collect launch data for week 12 of 2026 on Product Hunt. What is the correct webpage URL pattern to visit?

What was checked, without and with the skill
Checked	Without skill	With skill
Uses the weekly leaderboard path https://www.producthunt.com/leaderboard/weekly/2026/12/all	Missed	Passed

case-08 · gemini-3.6-flash · 8/9/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md215 lines5 filesincludes scripts

Product Hunt — Launch Data Extraction

Input: date/period parameters → Output: structured product launch data with maker profiles and website contact info

Language

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

Objective

Extract complete product launch data from Product Hunt leaderboard pages, enriched with maker profile information and product website contact details.

Prerequisites

Browser session is open and can access producthunt.com
Cloudflare challenge may appear on first visit; use solve-captcha or wait for auto-pass

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. Cloudflare Verification

Product Hunt uses Cloudflare protection. On first navigation:

Navigate to target URL
If page title shows "Just a moment..." → wait stable --timeout 15000 then check title again
If still blocked → solve-captcha
Verify page loaded: title should contain "Product Hunt" or "Best of Product Hunt"

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. JS code is encapsulated in Python files under the scripts/ directory, invoked via eval "$(python scripts/xxx.py)". $(...) is bash syntax; use the bash tool for execution.

DOM: Extract product list from leaderboard page

Navigate to the target leaderboard URL first, then extract:

Track record

Benchmark

15 / 20

test cases passed, vs 3 / 20 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

browser-act / skills

solutions/lead-generation/producthunt-launches/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 4 files · scripts

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Product Hunt — Launch Data Extraction

Language

Objective

Prerequisites

Pre-execution Checks

1. Tool Readiness

2. Cloudflare Verification

Capability Components

DOM: Extract product list from leaderboard page

Track record

Benchmark

Adoption

SkillSafety

Source

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