What's inside
The instructions your model reads when the skill loads.
SKILL.md66 linessingle file
Company Data Normalization
Purpose
Normalize company names, domains, industries, and locations into consistent values.
When to use this skill
- Standardizing company fields before a join or merge
- Cleaning a multi-source company list
- Preparing data for segmentation or analysis
- Resolving inconsistent industry labels
When not to use this skill
- You need to detect duplicates (use Duplicate Record Review)
- The records contain no company identifiers
- You need verified, authoritative registry data
Required inputs
Optional inputs
- A canonical industry taxonomy
- A location format standard
- Known aliases to map
Rules
- Produce canonical values; do not invent unknown fields.
- Map industries only to the supplied taxonomy when given.
- Report a confidence level per record.
- List unresolved fields explicitly.
- Preserve originals alongside normalized values.
Process
- Parse each company record.
Track record
Benchmark
18 / 22
test cases passed, vs 14 / 22 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 — 8/1/2026
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
Importedspiralcrew-ou / profilespider-agent-skills
company-data-normalization/SKILL.md
License MITImported 8/1/2026Version v1