fde-core
claudeForward Deployed Engineer core skills: land in an unfamiliar organization and carry work from requirement to go-live, on any stack.
34 skills
FDE archetype pack for data and analytics engagements: pipelines, warehouse work, schema archaeology, and production database change.
Plugin fde-data from marketplace fde-skills in rpraharaj/forward-deployed-engineer. Commands read from the repo's manifest — 12 days ago.
data-archaeologyReconstruct an undocumented data model from whatever exists - migrations, DDL, ORM definitions, and most reliably the queries actually issued - then surface the gap between the schema's stated intent and its real use. Use when a schema is undocumented, when the domain model is unclear, before a migr
data-pipeline-workBuild or change ETL, ELT, warehouse, and reporting pipelines where the failure modes are silent - data quality decay, late-arriving and duplicate records, backfill and reprocessing, idempotency, lineage, and reconciliation against a source of truth. Use for analytics and reporting engagements, when
db-change-managementChange a schema against a live production database without taking an outage - expand and contract patterns, zero-downtime DDL, lock and replication-lag behavior on large tables, reversibility, and coordinating the migration with the application deploy that depends on it. Use before any schema change
Forward Deployed Engineer core skills: land in an unfamiliar organization and carry work from requirement to go-live, on any stack.
34 skills
FDE archetype pack for migration, replatform, upgrade, and decommission engagements: seams, cutover, dual-run, and turning systems off.
4 skills
FDE archetype pack for running what you shipped: pipeline forensics, post-deploy watch, and closing observability gaps.
3 skills
FDE archetype pack for integration and vendor-platform engagements: contract design, adapters against undocumented interfaces, and COTS configuration.
3 skills
FDE skills for evaluating delivered AI workflows and verifying boundaries on agent actions.
2 skills
FDE skills for turning permitted customer deployment evidence into reusable product improvements.
1 skill
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