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Lead List Analysis — measured AI agent skill | DecimalAI

spiralcrew-ou/lead-list-analysis

SkillScore68Maintained

Assesses the quality, composition, and usefulness of a lead list. Use when the user provides a lead list and wants completeness, distribution, quality issues, and recommended next actions.

by spiralcrew-ou

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Sales & GTM pack

decimalai skills pull spiralcrew-ou-lead-list-analysis

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/spiralcrew-ou-lead-list-analysis/SKILL.md

Raw file: /s/spiralcrew-ou-lead-list-analysis/SKILL.md ↗ · machine-readable summary at /s/spiralcrew-ou-lead-list-analysis.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7d ago

Yes — +18% lift+12% tokens0% turns68% of whole cases pass with skill (15/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✗→✓	▲ Improved	8%	0%
case-05	✗→✓	▲ Improved	-17%	0%
case-06	✗→✓	▲ Improved	-8%	0%
case-07	✗→✓	▲ Improved	-11%	0%
case-19	✗→✓	▲ Improved	97%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

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

spiralcrew-ou / profilespider-agent-skills

lead-list-analysis/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1

Skill contents

SKILL.md

Lead List Analysis

Purpose

Assess the quality, composition, and usefulness of a lead list with next actions.

When to use this skill

Sanity-checking a list before outreach
Measuring field completeness and gaps
Understanding list composition
Deciding what to fix or enrich next

When not to use this skill

You want per-record scoring (use Lead Qualification)
The file has no consistent structure
You need market-level patterns (use Market Research)

Required inputs

A lead list

Optional inputs

Required fields for your use
Your ICP for fit distribution
A quality threshold

Rules

Report real completeness rates, not estimates.
Surface concrete quality issues with counts.
Tie next actions to the issues found.
Do not invent missing values.
Keep the analysis structure consistent.

Process

Profile the list size and fields.
Compute field completeness.
Summarize segment distribution.
Detect quality issues and missing data.
Recommend next actions.

Output format

Return a list-quality report with the following fields:

list_overview
field_completeness
segment_distribution
quality_issues
missing_data
recommended_next_actions

Validation

Confirm completeness rates match the data.
Confirm issue counts are accurate.
Confirm actions address the issues.

Limitations

Analysis reflects the supplied list only.
It measures completeness, not factual correctness.

Want to see if spiralcrew-ou/lead-list-analysis would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.