GitHub CLI operations via `gh` for issues, PRs, Actions, releases, and REST/GraphQL API with `--json`/`--jq` parsing.
Pre-publication manuscript audit producing a section-level refactoring report with citation hygiene and submission-readiness checks.
Diff-based PR review across code quality, test coverage, silent failures, type design, and comment quality with severity-ranked findings.
Use this skill in the MathModel LaTeX sandbox when the user asks to reproduce built-in scientific visualization templates, especially…
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing.
A cyber-slick, dark-only Matrix-inspired interface defined by minimalist fashion, high-tech digital elements
When to activate: AWS, EC2, ECS, EKS, Lambda, RDS, S3, CloudFront, IAM, VPC, ALB, CloudWatch, CDK, CloudFormation
When to activate: C++ testing, Google Test, GTest, GMock, Catch2, doctest, fixtures, parameterized tests, benchmarks, mocking
When to activate: change management, organizational change, ADKAR, Kotter 8-step, resistance to change, change communication, adoption…
When to activate: CRO, conversion rate optimization, landing page optimization, heatmaps, session recordings, form optimization, trust…
When to activate: crisis communication, crisis management, media statement, crisis response, spokesperson, dark site, crisis PR, crisis plan
When to activate: Spark, PySpark, Kafka, Airflow, Prefect, ETL, data pipeline, batch processing, streaming, data lineage
When to activate: schema design, normalization, ERD, soft delete, temporal tables, audit log, database modeling
When to activate: Django, Django ORM, DRF, views, serializers, migrations, Django admin, class-based views
When to activate: Flutter state management, setState, ValueNotifier, ChangeNotifier, BLoC, Riverpod, Provider, state comparison
When to activate: Go tests, table-driven tests, testify, mocks, subtests, benchmarks, fuzz testing, test helpers
When to activate: KPI, metrics, OKR, dashboard, leading indicator, lagging indicator, measurement framework, performance tracking, north…
When to activate: north star metric, NSM, input metrics, leading indicators, metric tree, metric framework, product health metric, vanity…
When to activate: React 19, hooks, RSC, Server Components, Context, portals, error boundaries, performance optimization
When to activate: responsive design, mobile-first, breakpoints, fluid typography, container queries, viewport units, clamp
When to activate: risk register, risk matrix, risk mitigation, business continuity, enterprise risk management, operational risk, risk…