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Identity Resolution Playbook Skill · gtmagents | DecimalAI

databy gtmagents

Identity Resolution Playbook Skill

gtmagents/identity-resolution

Source gtmagents/gtm-agents ↗License Apache-2.0

Use to match accounts, contacts, and opportunities across enrichment sources with governed rules.

SkillScore95Maintained

Automatic

Sales & GTM pack

Last verified 8/23/2026

What it changes

Passed 21 of 22 test cases with the skill, and 14 of 22 without it.

Without skill64%

With skill95%

Checks it passed that the model alone missed

Recommends SPF, DKIM, DMARC, and sender domain warming steps
Includes explicit rollback steps to reverse incorrect record merges
Specifies rule versioning procedures for downstream system stability

and 5 more in the full report

7 fixed14 passed either way1 still failing0 broke

Pass-rate lift: +32 pp
Tokens: -1%
Agent turns: 0%
Response time: -12%

Model gemini-3.6-flashMeasured 8/23/2026v121 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/gtmagents-identity-resolution/SKILL.md https://app.decimal.ai/s/gtmagents-identity-resolution/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gtmagents-identity-resolution, 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/gtmagents-identity-resolution/ and pins it in .decimal/skills.lock

decimalai skills add gtmagents-identity-resolution

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

curl -fsSL --create-dirs -o .claude/skills/gtmagents-identity-resolution/SKILL.md https://app.decimal.ai/s/gtmagents-identity-resolution/SKILL.md

Raw file: /s/gtmagents-identity-resolution/SKILL.md ↗ · machine-readable summary at /s/gtmagents-identity-resolution.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

We are combining third-party intent data and product telemetry into our CRM, but we keep generating duplicate contact records. Can you design a structured identity resolution plan that outlines key priorities, matching strategies, conflict resolution policies, and audit tracking specifications?

What was checked, without and with the skill
Checked	Without skill	With skill
Defines governance rules including record ownership, change control processes, and regular monitoring cadences	Missed	Passed
Specifies rule versioning procedures for downstream system stability	Missed	Passed

case-01 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md25 linessingle file

Identity Resolution Playbook Skill

When to Use

Normalizing provider outputs before syncing to CRM/CDP.
Tying intent, enrichment, and product telemetry to the same account/contact IDs.
Diagnosing duplicate or conflicting records in downstream systems.

Framework

Key Hierarchy – define primary/secondary keys (domain, account_id, email, person_id).
Matching Logic – configure deterministic and fuzzy rules, tie-breakers, and confidence scoring.
Conflict Handling – specify precedence rules, merge policies, and exception queues.
Governance – document owners, change control, and monitoring cadence.
Audit Trail – capture lineage metadata, before/after snapshots, and rollback steps.

Templates

Matching rule matrix (field, rule type, weight, confidence threshold).
Exception queue workflow with owners + SLAs.
Audit workbook for sampling matches vs source-of-truth.

Tips

Start with deterministic keys (domain, CRM ID) before fuzzy logic to reduce noise.
Version rules so downstream teams know when behavior changes.
Pair with signal-taxonomy to keep IDs aligned with schema updates.

Track record

Benchmark

21 / 22

test cases passed, vs 14 / 22 without

Adoption

Users: 3
Times used: 39

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

gtmagents / gtm-agents

plugins/data-signal-enrichment/skills/identity-resolution/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

Other skills for the same job

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

gtmagents/signal-taxonomyUse to define schemas, topic tags, and lineage metadata for enriched signals.Close match+14 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

Identity Resolution Playbook Skill

When to Use

Framework

Templates

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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