DE//AGENT
Explore

Learn

maintenance

5 registry resources · 3 tutorials, 1 skill · roadmap: Lakehouse

What this topic covers

DE//AGENT currently lists 5 resources under maintenance: 3 tutorials, 1 skill, 1 plugin. Everything below is derived from the live registry — counts, capabilities, verification state and security posture come from the curated records, never from marketing copy.

What you can learn here

Documented learning objectives across these resources:

1 more objectives live on the individual resource pages.

Where this fits in the learning roadmap

These resources map to stage: Lakehouse (5). Follow the four-phase roadmap to place this topic inside a progression instead of learning it in isolation.

Compare the registry's options

Every entry, its shape and its trust state — sorted by the registry's composite score. This table is the honest version of a marketing comparison: no sponsored placements, no unverifiable claims.

ResourceTypeDifficultyVerificationScore
Iceberg Table MaintenanceSkilladvancedcommunity flags36.5
Capstone — the standing lakehouse checklistTutorialintermediatecommunity34.15
Check lakehouse table health with Lakehouse GuardTutorialintermediatecommunity34.15
Run the Iceberg maintenance routineTutorialintermediatecommunity34.15
Lakehouse GuardPluginadvancedcommunity flags28.6

How scores are computed: source quality score.

Where to start

Highest composite score first:

  1. Iceberg Table Maintenance score 36.5 — advanced
  2. Capstone — the standing lakehouse checklist score 34.15 — intermediate
  3. Check lakehouse table health with Lakehouse Guard score 34.15 — intermediate

Scores rank provenance, completeness and trust — read how verification works before adopting anything.

Good fits

Reach for these with production experience: Iceberg Table Maintenance, Lakehouse Guard.

Cautions and limitations

Security-flagged entries: Iceberg Table Maintenance (2 flags), Lakehouse Guard (3 flags). Flags mean the record declares capabilities like credential use or write access — read the security posture on each page before connecting.

Production use cases

  • Iceberg Table Maintenance — Diagnoses small-file and manifest bloat and generates the compaction, snapshot expiry and orphan-file cleanup plan for an Iceberg table. details
  • Capstone — the standing lakehouse checklist — Close the series by running the full checklist on one table you own: zones with gates, a deliberately chosen format, the three standing monitors, the four-part maintenance plan as … details
  • Check lakehouse table health with Lakehouse Guard — Use the Lakehouse Guard plugin's three commands on a Delta/Iceberg table: /table-health for a status read, /plan-compaction for a maintenance plan, and /expire-snapshots for a safe… details
  • Run the Iceberg maintenance routine — Work an Iceberg table through the maintenance skill's plan: read the files metadata table to size the problem, rewrite data files to a 128-256 MB target, rewrite manifests when the… details

Install and inspect

Real install commands from the registry — read the source before running any of them:

npx de-agent-platform add iceberg-table-maintenance

Iceberg Table Maintenance — review first

amp plugin add de-agent/lakehouse-guard

Lakehouse Guard — review first

Further study

Adjacent topics: tutorial (3 shared), lakehouse (3 shared), plugin (2 shared), delta (2 shared), compaction (2 shared), snapshots (2 shared).

Study path: the roadmap places this topic in a progression · the scoring model explains the numbers · the trust rule catalog shows every security check these entries passed through.

Full resource list

← All topics