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Signal Scanner · gooseworks-ai | DecimalAI

sales supportby gooseworks-ai

Signal Scanner

gooseworks-ai/signal-scanner

Source gooseworks-ai/goose-skills ↗License MIT

Detect buying signals across TAM companies and watchlist personas. Three-phase architecture: (1) free diff-based signals from existing data (headcount growth, tech stack changes, funding rounds), (2) Apify-powered signals (job postings, LinkedIn content analysis, profile changes), and (3) post-processing with dedup, scoring, and lead status updates. Writes signals to Supabase signals table for downstream activation.

SkillScore78Maintained

Automatic

Sales & GTM pack

Last verified 8/16/2026

What it changes

Passed 17 of 22 test cases with the skill, and 3 of 22 without it.

Without skill13%

With skill78%

Checks it passed that the model alone missed

Retains free data diff signal types
Includes --max-runs 20 in the command
Calculates the final activation score as 7.0

and 25 more in the full report

15 fixed3 passed either way5 still failing0 broke

Pass-rate lift: +65 pp
Tokens: +24%
Agent turns: 0%
Response time: -55%

Model gemini-3.6-flashMeasured 8/16/2026v118 of 23 cases passed with skill · 22 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-signal-scanner/SKILL.md https://app.decimal.ai/s/gooseworks-ai-signal-scanner/SKILL.md

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

decimalai skills add gooseworks-ai-signal-scanner

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

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-signal-scanner/SKILL.md https://app.decimal.ai/s/gooseworks-ai-signal-scanner/SKILL.md

Raw file: /s/gooseworks-ai-signal-scanner/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-signal-scanner.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 15

Prompt

In which column of the database are person-level signal snapshots saved following an approved scan?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies raw_data._signal_snapshot as the target column for person signal snapshots	Missed	Passed

case-14 · 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.md126 lines2 filesincludes scripts

Signal Scanner

Scheduled scanner that detects buying signals on TAM companies and watchlist personas, writes them to the signals table, and sets up downstream activation.

When to Use

After TAM Builder has populated companies and personas
As a recurring scan (daily/weekly) to detect timing-based outreach triggers
When you need to move from static lists to intent-driven outreach

Prerequisites

SUPABASE_URL + SUPABASE_SERVICE_ROLE_KEY in .env
APIFY_TOKEN in .env (for Phase 2 signals)
ANTHROPIC_API_KEY in .env (optional, for LLM content analysis)
TAM companies populated via tam-builder
Watchlist personas created for Tier 1-2 companies

Signal Types

Priority	Signal	Level	Source	Cost
P0	Headcount growth (>10% in 90d)	Company	Data diffs	Free
P0	Tech stack changes	Company	Data diffs	Free
P0	Funding round	Company	Data diffs	Free
P0	Job posting for relevant roles	Company	Apify linkedin-job-search	~$0.001/job
P1	Leadership job change	Person	Apify linkedin-profile-scraper	~$3/1k
P1	LinkedIn content analysis	Person	Apify linkedin-profile-posts + LLM	~$2/1k + LLM
P1	LinkedIn profile updates	Person	Apify linkedin-profile-scraper	~$3/1k
P2	New C-suite hire	Company	Derived from person scans	Free

Config Format

See configs/example.json for full schema. Key sections:

client_name — which client's TAM to scan
signals.* — enable/disable each signal type with thresholds
scan_scope — filter by tier, status, lead_status

Database Write Policy

Track record

Benchmark

17 / 22

test cases passed, vs 3 / 22 without

Adoption

Users: 11
Times used: 433

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/signal-scanner/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

Signal Scanner

When to Use

Prerequisites

Signal Types

Config Format

Database Write Policy

Track record

Benchmark

Adoption

SkillSafety

Source

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