Adilmunawar
UserClaude Code plugins for agricultural geospatial engineering. agents, skills and guardrails for satellite ML, PostGIS/Earth Engine, Next.js and mobile apps, deployment and ops. One install, 14 modules, tested hooks, npm CLI.
Categories
Indexed Skills (26)
help
List all toolkit commands and agents by module. Use when asked what the toolkit can do or how to run something.
audit
Security and performance audit of the AGIS dashboard into docs/AGIS-AUDIT.md.
study-dashboard
Audit an existing GIS dashboard (pages, layers, endpoints, freshness, performance, UX) into docs/DASHBOARD.md.
doctor
Check runtimes, GIS libraries, DB clients, installed modules, secrets hygiene, repo standards and toolkit version; print pass/fail with fixes.
i18n-parity
Find missing or unused string keys across language tables; add flagged placeholders; add the parity test.
upgrade
Update marketplace, bundle and every module; show changelog since the installed version; apply migration notes; re-run doctor.
cadastral-schema
Mauza/Parcel Firestore model, size limits, geohash, geometry storage, rule constraints.
handoff
Write a session hand-over document so a colleague or a fresh session can continue without the transcript.
onboard
Generate or refresh CLAUDE.md from the repository (stack, run commands, data layout, conventions).
secrets-audit
Find credentials in the working tree and git history (keys, tokens, connection strings); walk through rotation and history purge.
aws-plan
AWS architecture, IaC skeleton, migration steps and cost estimate into docs/AWS-PLAN.md.
dockerize
Production Dockerfile and compose for Next.js, Flask/GDAL, .NET or pipeline workers.
harvest-detect
Detect harvest dates per parcel from NDVI (and S1) drops; produce a harvest layer and summary.
ndvi-timeseries
Per-parcel index time series from Sentinel-2, gap-filled and smoothed, exported as a table.
export-deliverable
Produce a client-ready shapefile and GeoJSON (clean, 4326, area_ha, QA-checked) from a layer or table.
model-card
Write an HF-compatible model card (data, classes, metrics, limits) next to a checkpoint.
script-to-package
Turn a constants-at-top pipeline script into a configured, resumable, tested CLI.
sub-parcelling
Split large or irregular parcels into analysis units before feature extraction.
stack-detect
Detect language, framework, database, spatial libraries and tile stack from repo files before DB, dashboard or deploy work. Python, .NET, Node/Next.js, Expo.
deploy-profiles
How each service runs locally and in the cloud (Firebase App Hosting, Vercel, Hugging Face Spaces, EAS, Docker, AWS) with commands, config, env sources, health checks, rollback. Apply to deploy, hosting, environment or AWS tasks.
standards
Apply team repository standards (.editorconfig, .gitattributes, pre-commit, VS Code, PR template, code of conduct) with diffs before writing.
gee-auth
Earth Engine authentication patterns (service account via env, interactive, project id) and common auth errors.
sentinel-composite
Cloud-free Sentinel-2 and speckle-filtered Sentinel-1 composites and fused stacks for crop mapping.
pakistan-crs
Which CRS to use for Punjab/Sindh (4326 storage, UTM 42N/43N for area) and how to reproject. Apply to area, distance, buffer, raster alignment or wrong-location bugs.
seg-preflight
Ten-point checklist that catches common segmentation-pipeline bugs (checkpoint keys, shared dataset refs, split leakage, nodata, class balance). Apply before any training run or when predictions are garbage.
observability
Logging, metrics and alert conventions per service. Apply when adding logging, telemetry or alerts.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.