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Conference Speaker Scraper · gooseworks-ai | DecimalAI

researchby gooseworks-ai

Conference Speaker Scraper

gooseworks-ai/conference-speaker-scraper

Source gooseworks-ai/goose-skills ↗License MIT

Extract speaker names, titles, companies, and bios from conference websites. Supports direct HTML scraping and Apify web scraper fallback for JS-heavy sites.

SkillScore82Maintained

Automatic

Data Engineer pack

Last verified 8/16/2026

What it changes

Passed 15 of 18 test cases with the skill, and 7 of 18 without it.

Without skill36%

With skill82%

Checks it passed that the model alone missed

States 300 seconds
Mentions Sched.com or Sessionize
Identifies apify/cheerio-scraper

and 7 more in the full report

10 fixed8 passed either way4 still failing0 broke

Pass-rate lift: +45 pp
Tokens: -2%
Agent turns: 0%
Response time: -51%

Model gemini-3.6-flashMeasured 8/16/2026v118 of 22 cases passed with skill · 18 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/gooseworks-ai-conference-speaker-scraper/SKILL.md https://app.decimal.ai/s/gooseworks-ai-conference-speaker-scraper/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gooseworks-ai-conference-speaker-scraper, 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/gooseworks-ai-conference-speaker-scraper/ and pins it in .decimal/skills.lock

decimalai skills add gooseworks-ai-conference-speaker-scraper

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

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-conference-speaker-scraper/SKILL.md https://app.decimal.ai/s/gooseworks-ai-conference-speaker-scraper/SKILL.md

Raw file: /s/gooseworks-ai-conference-speaker-scraper/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-conference-speaker-scraper.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

What is the default execution timeout in seconds for Apify scraping runs if --timeout is not supplied?

What was checked, without and with the skill
Checked	Without skill	With skill
States 300 seconds	Missed	Passed

case-17 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md76 lines2 filesincludes scripts

Conference Speaker Scraper

Extract speaker names, titles, companies, and bios from conference website /speakers pages. Supports direct HTML scraping with multiple extraction strategies, plus Apify fallback for JS-heavy sites.

Quick Start

No API key needed for direct scraping mode.

# Scrape speakers from a conference page
python3 skills/conference-speaker-scraper/scripts/scrape_speakers.py \
  --url "https://example.com/speakers"

# Use Apify for JS-heavy sites
python3 skills/conference-speaker-scraper/scripts/scrape_speakers.py \
  --url "https://example.com/speakers" --mode apify

# Custom conference name (otherwise inferred from URL)
python3 skills/conference-speaker-scraper/scripts/scrape_speakers.py \
  --url "https://example.com/speakers" --conference "Sage Future 2026"

# Output formats
python3 skills/conference-speaker-scraper/scripts/scrape_speakers.py --url URL --output json     # default
python3 skills/conference-speaker-scraper/scripts/scrape_speakers.py --url URL --output csv
python3 skills/conference-speaker-scraper/scripts/scrape_speakers.py --url URL --output summary

How It Works

Direct Mode (default)

Fetches the page HTML and tries multiple extraction strategies in order, using whichever returns the most results:

Strategy A -- CSS class hints: Looks for speaker cards with class names containing "speaker", "presenter", "faculty", "panelist", "team-member"
Strategy B -- Heading + paragraph patterns: Looks for repeated <h2>/<h3> + <p> structures
Strategy C -- JSON-LD structured data: Checks for <script type="application/ld+json"> with speaker data
Strategy D -- Platform embeds: Detects Sched.com/Sessionize patterns used by many conferences

Apify Mode

Track record

Benchmark

15 / 18

test cases passed, vs 7 / 18 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

gooseworks-ai / goose-skills

skills/lead-generation/capabilities/conference-speaker-scraper/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · 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

Conference Speaker Scraper

Quick Start

How It Works

Direct Mode (default)

Apify Mode

Track record

Benchmark

Adoption

SkillSafety

Source

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