Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Outbound Prospecting Engine · gooseworks-ai | DecimalAI

sales supportby gooseworks-ai

Outbound Prospecting Engine

gooseworks-ai/outbound-prospecting-engine

Source gooseworks-ai/goose-skills ↗License MIT

End-to-end outbound prospecting: detect intent signals, research companies, find decision-maker contacts, personalize messaging, launch campaign.

SkillScore91Maintained

Automatic

Sales & GTM pack

Last verified 8/16/2026

What it changes

Passed 20 of 22 test cases with the skill, and 10 of 22 without it.

Without skill45%

With skill91%

Checks it passed that the model alone missed

Executes selected signal detection skills in parallel
Selects the Luma event attendees skill for event participant capture
Schedules bi-weekly campaign metric reviews and messaging adjustments

and 13 more in the full report

10 fixed10 passed either way2 still failing0 broke

Pass-rate lift: +45 pp
Tokens: -6%
Agent turns: 0%
Response time: -35%

Model gemini-3.6-flashMeasured 8/16/2026v120 of 22 cases passed with skill

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-outbound-prospecting-engine/SKILL.md https://app.decimal.ai/s/gooseworks-ai-outbound-prospecting-engine/SKILL.md

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

decimalai skills add gooseworks-ai-outbound-prospecting-engine

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

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-outbound-prospecting-engine/SKILL.md https://app.decimal.ai/s/gooseworks-ai-outbound-prospecting-engine/SKILL.md

Raw file: /s/gooseworks-ai-outbound-prospecting-engine/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-outbound-prospecting-engine.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

Our sales team wants to extract leads who registered for or attended recent domain tech summits and virtual meetups. Which skill captures this participant list?

What was checked, without and with the skill
Checked	Without skill	With skill
Selects the Luma event attendees skill for event participant capture	Missed	Passed

case-07 · 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.md95 linessingle file

Outbound Prospecting Engine

Build and run a complete outbound prospecting system: signal detection → company research → contact finding → personalization → campaign launch.

When to Use

"Set up outbound prospecting for [client]"
"Build a lead gen engine targeting [ICP]"
"Find and reach out to companies that need [solution]"

Prerequisites

Client context.md with ICP, value props, positioning
Signal keywords (what to monitor for intent)
Approved messaging / email sequences (or generate them)

Steps

1. Define Signal Sources

Based on the client's ICP and motion, select which signals to monitor:

Signal Source	Best For	Skill
Job postings	Companies with allocated budget	job-posting-intent
Funding announcements	Companies with fresh capital	funding-signal-monitor
LinkedIn posts/comments	Practitioners discussing the problem	linkedin-post-research + linkedin-commenter-extractor
Conference attendees	People actively engaged with the space	luma-event-attendees
Competitor customers	Companies already buying similar solutions	competitor-post-engagers

2. Run Signal Detection

Execute selected signal skills with client-specific keywords. Run in parallel.

Output: Raw signal list — companies + signal context.

3. Qualify & Score

Skill: lead-qualification

Track record

Benchmark

20 / 22

test cases passed, vs 10 / 22 without

Adoption

Users: 5
Times used: 114

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/outreach/playbooks/outbound-prospecting-engine/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

gooseworks-ai/signal-detection-pipelineDetect buying signals from multiple sources, qualify leads, and generate outreach contextClose match+41 pp pass-rate lift

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

Outbound Prospecting Engine

When to Use

Prerequisites

Steps

1. Define Signal Sources

2. Run Signal Detection

3. Qualify & Score

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills