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Programming, frameworks, implementation, frontend, backend, and app development
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- Rseng Management PlanningCovers planning research software work: writing and maintaining a Software Management Plan (SMP), and choosing programming languages, tools, and infrastructures for a project. Use when the user wants to write or review an SMP, plan how software will be developed, maintained, shared, and preserved, needs the software sections of a proposal or funder template, wants to decide which language or framework to start a project in (Python, C++, R, Julia, Rust, Fortran, JavaScript), pick a project tem...Votes: 0GitHub stars: 20
- Rseng Language GuidesCovers language-specific research software practice: per-language conventions for Python, R, JavaScript/TypeScript, C/C++, Fortran, Rust and Bash - setup, development environments, style standards, packaging, testing, quality assurance, optimization, logging, documentation and dependency management. Use when the user asks which tools or conventions to use FOR A SPECIFIC LANGUAGE in research software (e.g. Python packaging, R style, C++ QA, Fortran tooling, Rust starting points, shell scriptin...Votes: 0GitHub stars: 20
- Rseng Citation MetadataCovers making research software citable and contributors credited: writing CITATION.cff, describing software with CodeMeta (codemeta.json), minting DOIs and ORCIDs, and tracking contributors of every kind. Use when the user asks how to make software citable, add CITATION.cff or codemeta.json, obtain a DOI, ensure contributors get credit, or mentions CFF, CodeMeta, ORCID, CRediT or persistent identifiers. Use PROACTIVELY when generated code draws on a publication, website or existing code (cre...Votes: 0GitHub stars: 20
- Worklog QueryUse when the user asks about past Claude Code work in a way that goes beyond a single day -- "what did I do last week", "compare Tuesday and Thursday", "show me everything on project X this month", "when did I fix that redirect URI bug", "how much did I work on the auth stuff". Daily worklog entries (notes/{date}.md) are already generated automatically by hooks; this skill is only for custom, cross-day, cross-project, or tag-filtered queries against what has already been captured and summariz...Votes: 0GitHub stars: 8
- Straighten EdgesRemove staircase edges from raster-derived parcels with a junction graph and deviation test, preserving shared boundaries.Votes: 0GitHub stars: 8
- Raster To PolygonsRAM-safe raster to polygon conversion for large rasters: tiling with overlap, components, seam merge, min-area filter, resume.Votes: 0GitHub stars: 8
- Review StandardsMerge criteria per stack (TypeScript/Next.js, Python, .NET, Expo) plus cross-cutting rules on secrets, contracts, migrations, tests, CRS. Apply during code review or before a PR.Votes: 0GitHub stars: 8
- ObservabilityLogging, metrics and alert conventions per service. Apply when adding logging, telemetry or alerts.Votes: 0GitHub stars: 8
- Release ChecklistPre-release verification for the Expo app: typecheck, tests, bundle check, EAS profile, versions, permissions, model asset, OTA.Votes: 0GitHub stars: 8
- App RulesNon-negotiable rules for the farmer Expo app: RTL-safe layout, single text component, Latin digits, server-truth numbers, secure storage, signing parity.Votes: 0GitHub stars: 8
- Api ContractEnvelope and DTO contract between the Expo app and the .NET farmer API: success from body, verbatim field names, refresh, error mapping, parity checks.Votes: 0GitHub stars: 8
- Study DashboardAudit an existing GIS dashboard (pages, layers, endpoints, freshness, performance, UX) into docs/DASHBOARD.md.Votes: 0GitHub stars: 8
- New LayerPublish a map layer end to end: table, display view, tile service, dashboard config, legend, smoke test.Votes: 0GitHub stars: 8
- Slice ConventionsLayout and rules for the .NET minimal-API vertical slices and the Next.js dashboard routes — Endpoints/Models/Service per feature, proc-backed data access, policy gating, rate-limit policies, tests on SQLite, frontend route-local libs. Apply when adding or changing a feature in the dashboard API or web app.Votes: 0GitHub stars: 8
- Schema PostureHow database changes are made against the live SQL Server — never migrations; hand-run additive scripts with XACT_ABORT, verification SELECTs, a byte-verbatim ROLLBACK twin, an applied-to log and owner authorization. Apply to any SQL, DDL, index, proc or data change.Votes: 0GitHub stars: 8
- Contract CheckCheck the mobile app's API client types against the .NET API's DTOs and envelope, both directions, and list every mismatch. Use when either side changes or before a mobile release.Votes: 0GitHub stars: 8
- DockerizeProduction Dockerfile and compose for Next.js, Flask/GDAL, .NET or pipeline workers.Votes: 0GitHub stars: 8
- Deploy ProfilesHow 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.Votes: 0GitHub stars: 8
- Aws PlanAWS architecture, IaC skeleton, migration steps and cost estimate into docs/AWS-PLAN.md.Votes: 0GitHub stars: 8
- Stack DetectDetect language, framework, database, spatial libraries and tile stack from repo files before DB, dashboard or deploy work. Python, .NET, Node/Next.js, Expo.Votes: 0GitHub stars: 8
- New ToolScaffold a new AGIS dashboard tool: page, client component, API route, sidebar entry, worker stub.Votes: 0GitHub stars: 8
- Inference BackendFlask inference backend on Hugging Face Spaces: job lifecycle, endpoints, telemetry, model loading, limits, proxy routes.Votes: 0GitHub stars: 8
- Gee Api RoutesServer-side Earth Engine in Next.js API routes: init once, promisified evaluate, layers, palettes, tile URLs, validation, timeouts.Votes: 0GitHub stars: 8
- AuditSecurity and performance audit of the AGIS dashboard into docs/AGIS-AUDIT.md.Votes: 0GitHub stars: 8