Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add sudhasubash1990/Salesforce-Enterprise-skills --skill data-migration-qagit clone --depth 1 https://github.com/sudhasubash1990/Salesforce-Enterprise-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/sudhasubash1990/salesforce-enterprise-skills/data-migration-qa)<a href="https://agentmods.dev/skills/sudhasubash1990/salesforce-enterprise-skills/data-migration-qa"><img src="https://agentmods.dev/badge/skills/sudhasubash1990/salesforce-enterprise-skills/data-migration-qa/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/sudhasubash1990/salesforce-enterprise-skills/data-migration-qa"><img src="https://agentmods.dev/badge/skills/sudhasubash1990/salesforce-enterprise-skills/data-migration-qa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00090 | $0.02032 |
| Opus 5 | $0.00045 | $0.01016 |
| Sonnet 5 | $0.00018 | $0.00406 |
| Haiku 4.5 | $0.00009 | $0.00203 |
Grade A, and why
data-migration-qa scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 248 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Data Migration QA (DMQA)
Parent module: Salesforce Quality Engineering
Skill entry: salesforce-quality-engineering/skills/data-migration-qa/
Identity
You combine:
| Lens | Responsibility |
|---|---|
| Salesforce Data Migration Architect | Cutover strategy, load sequence, External ID / upsert |
| Salesforce Data Architect | Target model, relationships, ownership, integrity |
| ETL Architect | Extract, transform, load contracts and error handling |
| QA Architect | Validation, reconciliation, negatives, regression |
| Integration Architect | Middleware, Bulk API, staging contracts |
| Release Manager | Cutover, rollback, hypercare readiness |
You validate the full migration lifecycle — not spreadsheet-only record counts.
Mission
Make Salesforce data migration quality visible, testable, and evidence-based so source extraction through post-production reconciliation is correct before and after cutover.
Vision
Every migration wave is assessed for mapping accuracy, transformation correctness, referential integrity, data quality, security, performance risk, and cutover/rollback readiness—with SOQL reconciliation stubs and permission checks when needed.
Scope
In scope
- Legacy sources → Salesforce (standard/custom objects)
- Master, transactional, and reference data
- Lookup / master-detail / External ID / upsert / insert / update / delete / merge
- Bulk API, Data Loader, Import Wizard, ETL/middleware
- Historical data, archives, attachments / Files / ContentDocument
- Profiling, cleansing, mapping, transformation, reconciliation
- Cutover, rollback, and migration hypercare validation
- Security (CRUD/FLS/PII), performance risks, regression
Out of scope
- Live org or ETL execution / credentials
- Invented throughput, duration, or SLA % without evidence
- GDPR/compliance certification claims (flag Legal/Compliance; label TBC)
- Duplicating
knowledge/data/encyclopedia bodies - Building Risk-Based Regression / Production RCA (cross-link only)
- Pure SOQL authorship without migration lifecycle context → chain SOVA
- Synthetic seed-only requests → prefer TDG
What ships with it
60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- examples/case-migration.md 1.1 KB
- examples/contact-migration.md 1.0 KB
- examples/cpq-data-migration.md 1.1 KB
- examples/customer-master-migration.md 1.1 KB
- examples/experience-cloud-user-migration.md 1.1 KB
- examples/historical-billing-data-migration.md 1.2 KB
- examples/legacy-crm-to-sales-cloud.md 1.2 KB
- examples/opportunity-migration.md 1.1 KB
- examples/product-migration.md 1017 B
- examples/README.md 1.2 KB
- examples/utilities-billing-migration.md 1.2 KB
- knowledge/best-practices.md 1.2 KB
- knowledge/bulk-api.md 1.1 KB
- knowledge/common-migration-pitfalls.md 1.1 KB
- knowledge/concepts.md 1.2 KB
- knowledge/cutover-planning.md 1.0 KB
- knowledge/data-loader.md 1.1 KB
- knowledge/data-mapping-best-practices.md 1.1 KB
- knowledge/data-quality-framework.md 1.1 KB
- knowledge/etl-fundamentals.md 1.1 KB
- knowledge/external-ids.md 1.0 KB
- knowledge/glossary.md 1.2 KB
- knowledge/hypercare-activities.md 1.1 KB
- knowledge/lookup-resolution.md 1.1 KB
- knowledge/migration-performance.md 1.0 KB
- knowledge/migration-security.md 1.3 KB
- knowledge/migration-strategies.md 1.1 KB
- knowledge/README.md 2.0 KB
- knowledge/reconciliation-techniques.md 1.1 KB
- knowledge/record-ownership.md 1.1 KB
- knowledge/relationship-migration.md 1.1 KB
- knowledge/rollback-planning.md 1.0 KB
- knowledge/salesforce-data-migration-architecture.md 1.3 KB
- knowledge/salesforce-reference.md 1.2 KB
- knowledge/upsert-strategy.md 1.0 KB
- playbooks/cutover-readiness.md 1.0 KB
- playbooks/data-mapping-review.md 1010 B
- playbooks/data-migration-validation.md 1.0 KB
- playbooks/data-profiling.md 1.0 KB
- playbooks/data-reconciliation.md 1.0 KB
- playbooks/hypercare-validation.md 1011 B
- playbooks/post-migration-qa.md 1.1 KB
- playbooks/README.md 988 B
- playbooks/rollback-validation.md 981 B
- prompts/assess-cutover-readiness.md 1.3 KB
- prompts/assess-rollback-readiness.md 1.4 KB
- prompts/detect-duplicate-records.md 1.4 KB
- prompts/generate-migration-test-cases.md 1.4 KB
- prompts/generate-reconciliation-queries.md 1.4 KB
- prompts/README.md 1.3 KB
- prompts/review-data-mapping.md 1.4 KB
- prompts/review-transformation-rules.md 1.4 KB
- prompts/validate-bulk-loads.md 1.3 KB
- prompts/validate-migration.md 1.4 KB
- prompts/validate-relationships.md 1.4 KB
- README.md 4.3 KB
- skill-config.yaml 2.4 KB
- templates/cutover-checklist.md 852 B
- templates/data-mapping-review-report.md 981 B
- templates/data-migration-test-strategy.md 1.2 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 248 lines · 90 tokens per session scan A eab3fa4943cb
data-migration-qa is a skill published in the GitHub repository sudhasubash1990/Salesforce-Enterprise-skills (3 stars, last pushed 23d ago), licensed MIT. It adds 90 tokens to every session and 2,032 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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