Business & Operations

Operations, strategy, finance, sales, support, management, and planning

skills in category: 35,221
pages available: 1,468

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Showing 15,481–15,504 of 35,221 skills

Api Sdk ErgonomicsA> AN ERGONOMIC SDK REMOVES EVERY DECISION A DEVELOPER SHOULD NOT HAVE TO MAKE — METHOD NAMES THAT READ AS SENTENCES, PAGINATION THAT ITERATES WITHOUT MANUAL CURSOR MANAGEMENT, TYPED EXCEPTIONS THAT DISTINGUISH RETRIABLE ERRORS FROM PERMANENT ONES, AND RETRY LOGIC BUILT IN BY DEFAULT — SO THE DEVELOPER'S FIRST WORKING INTEGRATION TAKES MINUTES AND THE SDK STAYS INVISIBLE IN PRODUCTION.businessjavascriptpythonVotes: 0GitHub stars: 20
Api Resource ModelingA> REST APIs are organized around resources — nouns that represent things, not verbs that represent actions. Well-modeled resources produce URLs that are predictable, cacheable, and easy to understand without documentation.businessgosqlVotes: 0GitHub stars: 20
Api Rate LimitingA> RATE LIMIT DESIGN IS A CONSUMER CONTRACT — QUOTA TIERS, BURST ALLOWANCES, AND FAIR-USE POLICIES SET EXPECTATIONS THAT CLIENTS DEPEND ON FOR SLA PLANNING, AND SILENT THROTTLING WITHOUT CLEAR LIMITS FORCES CONSUMERS TO GUESS WHAT BEHAVIOR IS SAFE, PRODUCING FRAGILE INTEGRATIONS THAT FAIL UNPREDICTABLY UNDER LOAD.businessgogitVotes: 0GitHub stars: 20
Api Rate Limit HeadersA> RATE LIMIT HEADERS ARE THE CONSUMER'S INSTRUMENTATION — WITHOUT X-RATELIMIT-REMAINING AND X-RATELIMIT-RESET, CLIENTS CANNOT IMPLEMENT PROACTIVE THROTTLING AND ARE FORCED INTO REACTIVE RETRY LOOPS THAT AMPLIFY LOAD ON ALREADY-STRESSED INFRASTRUCTURE PRECISELY WHEN THE API NEEDS RELIEF MOST.businessreactdebuggingVotes: 0GitHub stars: 20
Api Long Running OperationsA> LONG-RUNNING OPERATIONS REQUIRE AN EXPLICIT ASYNC CONTRACT — A 202 ACCEPTED RESPONSE WITH AN OPERATION RESOURCE THAT CLIENTS CAN POLL OR SUBSCRIBE TO IS THE DIFFERENCE BETWEEN A SYNCHRONOUS BOTTLENECK THAT TIMES OUT UNDER LOAD AND A SCALABLE PATTERN WHERE SERVERS PROCESS WORK INDEPENDENTLY OF CLIENT CONNECTION LIFETIME.businessgoazureVotes: 0GitHub stars: 20
Api Http MethodsA> HTTP METHODS ARE THE VERBS OF THE WEB — EACH METHOD CARRIES DEFINED SEMANTICS FOR SAFETY AND IDEMPOTENCY THAT ENABLE CACHING, SAFE RETRIES, AND CORRECT CLIENT BEHAVIOR. CHOOSING THE WRONG METHOD BREAKS THESE CONTRACTS AND FORCES CLIENTS TO GUESS AT SIDE EFFECTS.businessjavascriptjavaVotes: 0GitHub stars: 20
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Api Http CachingA> HTTP CACHING IS A FIRST-CLASS PERFORMANCE MECHANISM BUILT INTO THE HTTP PROTOCOL — CORRECT CACHE-CONTROL DIRECTIVES AND ETAG GENERATION CAN ELIMINATE REDUNDANT NETWORK ROUND-TRIPS AND ORIGIN LOAD BY ORDERS OF MAGNITUDE. MISCONFIGURED CACHING EITHER SERVES STALE DATA OR PREVENTS CACHING ENTIRELY, WASTING INFRASTRUCTURE AND LATENCY.businessgogitVotes: 0GitHub stars: 20
Api Error ContractsA> ERROR CONTRACTS DEFINE THE MACHINE-READABLE STRUCTURE, HUMAN-READABLE MESSAGE, AND ACTIONABLE REMEDIATION FOR EVERY FAILURE MODE — CONSISTENT ERROR RESPONSE DESIGN LETS CLIENTS HANDLE ERRORS PROGRAMMATICALLY WITHOUT PARSING FREE-TEXT OR REVERSE-ENGINEERING FAILURE SEMANTICS.businessgosqlVotes: 0GitHub stars: 20
Api Content NegotiationA> CONTENT NEGOTIATION IS THE HTTP MECHANISM BY WHICH CLIENTS AND SERVERS AGREE ON THE FORMAT, LANGUAGE, AND ENCODING OF A RESPONSE — ENABLING A SINGLE ENDPOINT TO SERVE JSON, XML, CSV, OR VERSIONED MEDIA TYPES WITHOUT SEPARATE URLS. IGNORING CONTENT NEGOTIATION FORCES VERSIONING THROUGH URLS OR QUERY PARAMETERS AND MAKES FORMAT DISCOVERY OPAQUE.businessgoreactVotes: 0GitHub stars: 20
Api Bulk OperationsA> BULK ENDPOINTS AMORTIZE PER-REQUEST OVERHEAD ACROSS MANY OPERATIONS IN A SINGLE HTTP CALL — BUT THE REAL DESIGN CHALLENGE IS WHAT TO RETURN WHEN SOME OPERATIONS SUCCEED AND OTHERS FAIL: TRANSACTIONAL SEMANTICS ROLL BACK EVERYTHING ON ANY ERROR WHILE BEST-EFFORT SEMANTICS COMMIT SUCCESSES AND REPORT FAILURES INDIVIDUALLY, AND CHOOSING THE WRONG MODEL PRODUCES SILENT DATA CORRUPTION OR WASTED RETRIES.businessapidatabaseVotes: 0GitHub stars: 20
Api Api KeysA> API KEY DESIGN IS A SECURITY CONTRACT — ENTROPY REQUIREMENTS PREVENT BRUTE FORCE, SCOPING LIMITS BLAST RADIUS, HASHED STORAGE PREVENTS DATABASE DUMPS FROM BECOMING CREDENTIAL LISTS, AND ROTATION STRATEGY DETERMINES HOW QUICKLY A COMPROMISED KEY CAN BE CONTAINED.businesspythongoVotes: 0GitHub stars: 20
A11y Modal PatternsA> Build accessible modal dialogs with focus trapping, escape dismissal, background inertness, and screen reader announcementsbusinesstypescriptapiVotes: 0GitHub stars: 20
A11y Image Text AltA> Write effective alt text for images and provide text alternatives for all non-text contentbusinessgoVotes: 0GitHub stars: 20
Planning PrAAdvisory checkpoint for deciding whether planning-document edits should be split into a separate planning branch/PR. Use only when the user explicitly asks where to commit `memory/SPEC.md` or `memory/PLAN.md` changes, mentions planning-doc merge conflicts, asks for a planning PR, or instructs you to prepare/submit one. Do not trigger for ordinary ln-* planning edits, one-line status updates, or routine canonical reconciliation.businessgofrontendVotes: 0GitHub stars: 7
IcepackA**Package**: `hydrocraft-icepack-glacier` v1.0.0 **Model**: icepack v1.1.0 — Glacier Flow Modeling with Finite Elements **Author**: Daniel Shapero, University of Washington **Domain**: Cryosphere (ice sheets, ice shelves, ice streams, glaciers) **Last updated**: 2026-03-26 **Stats**: 4 tools | 6 skill documents | 20 diagnostic triplets **Validation status**: `structurally_validated` ---businesspythongoVotes: 0GitHub stars: 200
DocsAConvert discrete fracture network (DFN) results to equivalent continuum representations for coupling with larger-scale models. Supports upscaled equivalent porous medium (ECPM) and unstructured DFM-to-continuum mapping for integration with basin-scale groundwater models.businesspythonVotes: 0GitHub stars: 200
WRF HydroA**Package**: `hydrocraft-wrfhydro-standalone` v2.2.0 **Model**: WRF-Hydro v5.2.0 offline (NoahMP land surface + gridded routing) **Created by**: Jianyun Zhang Research Group, Hohai University **Last updated**: 2026-03-21 (4 routing skill documents added) **Stats**: 14 tools | 6 skill documents | 49 diagnostic triplets | 28 error log entries | ~6,200 lines of validated Python ---businesspythonrustVotes: 0GitHub stars: 200
DocsAConvert soil texture/property data from HWSD or other databases to SWAP Mualem-van Genuchten (MvG) hydraulic parameters and profile discretization.businessdatabaseVotes: 0GitHub stars: 200
SWANA**Package**: `pyswan-ocean` v1.0.0 **Model**: PySWaN — Python I/O and spectral analysis toolbox for SWAN (Simulating WAves Nearshore) **Source**: [github.com/openearth/swan](https://github.com/openearth/swan) **Author**: Gerben de Boer (TU Delft / Van Oord) **Last updated**: 2026-03-26 **Stats**: 4 tools | 5 skill documents | 20 diagnostic triplets | ~1,200 lines of validated Python **Validation status**: `tested` (round-trip JONSWAP spectrum generation, write, read, Hm0 verification) ---businesspythongoVotes: 0GitHub stars: 200
SUMMAA**SUMMA** (Structure for Unifying Multiple Modeling Alternatives) is a flexible multi-physics hydrologic modeling framework developed by NCAR (Clark et al., 2015a,b). Unlike traditional hydrologic models that hardcode one set of process representations, SUMMA lets you **choose** which physics to use for each process via "model decisions" -- then systematically compare alternatives. This knowledge infrastructure enables autonomous AI operation of SUMMA. **Model**: SUMMA (CH-Earth/summa), Fortr...businesspythongoVotes: 0GitHub stars: 200
DocsAOptimize model parameters using DDS (Dynamically Dimensioned Search) to match observed discharge. Calibrate ONLY the best-performing template from the ensemble comparison.businesspythongoVotes: 0GitHub stars: 200
DocsARetrieve crop management parameters from five global geospatial datasets and write them into RZWQM2's `RZWQM.dat` management sections. This closes the gap where management events (planting dates, fertilizer amounts, harvest dates, irrigation mode) were previously inherited verbatim from template scenarios, enabling truly data-driven mass project generation.businesspythonVotes: 0GitHub stars: 200
PyMTA```yaml package: name: pymt-ki version: 1.0.0 target_model: PyMT (Python Modeling Toolkit) model_version: 1.3.3.dev0 domain: earth-surface-dynamics / model-coupling-framework language: python authors: [CSDMS team, mcflugen@gmail.com] license: MIT validation_status: tested ``` ---businesspythongoVotes: 0GitHub stars: 200
DocsAInitialize OGGM Glacier Directories (GDirs) — the self-contained data structure where each glacier stores its DEM, outlines, flowlines, bed geometry, and derived products. This stage transforms a list of RGI IDs into run-ready glacier model units. Preprocessing is computationally expensive if done from scratch (DEM download, centerline computation, bed inversion) but can be bypassed by downloading pre-processed directories from the OGGM Bremen server.businesspythongoVotes: 0GitHub stars: 200