The library

mindset-and-motivation · When scraping or crawling web content for data extraction projects.

prepared-environment-and-experience · When improving code quality without changing functionality.

zpd-and-scaffolding · When building serverless functions for CloudBase environments.

critical-argumentation · When setting and tracking organizational objectives and key results.

informal-fallacies · When building React applications with reusable component patterns.

figma-create-new-file · When you need a fresh Figma file before design work or use_figma calls.

mathematical-proof-logic · When verifying whether a proof sequence respects formal logical rules.

hunting-for-cobalt-strike-beacons · When hunting ransomware C2 infrastructure using TLS fingerprints and beacon timing.

modal-logic · When distinguishing necessity from possibility, knowledge from belief, or deontic/temporal reasoning.

predicate-logic · When propositional logic cannot capture quantifiers or multi-variable predicates.

git-safety · When preventing accidental commits, pushes, or force-pushes to protected branches.

propositional-logic · When formalizing and mechanically checking validity of propositional arguments.

build-native-image-gradle · When compiling Java applications to standalone native binaries for minimal runtime footprint.

iron-and-steel-processes · When understanding production routes, cost drivers, and carbon control in ferrous metallurgy.

materials-characterization · When you need to identify material phases, measure microstructure, or diagnose failure root cause.

materials-selection · When choosing among thousands of candidates under competing objectives like mass and cost.

scripts · When automating project-specific tasks or orchestrating build and deployment workflows.

nonferrous-alloys · When designing with aluminum, copper, titanium, or nickel-base alloys and need property guidance.

structural-failure-analysis · When investigating unexpected fracture, corrosion, or deformation failures in engineered components.

algebraic-reasoning · When solving symbolic equations, manipulating expressions, or proving algebraic identities.

ce-clean-gone-branches · When pruning local and remote Git branches to reduce repository clutter after merges.

geometric-intuition · When visualizing spatial transformations, projections, curves, or topology without analytic machinery.

seo-profound · When optimizing website structure, keywords, and content for search engine visibility.

mathematical-modeling · When translating physical phenomena, business logic, or engineering constraints into equations.

numerical-analysis · When solving differential equations, integrals, eigenvalue problems, or interpolation computationally.

references · Semantic search over skill library with embedding-based ranking

pattern-recognition · Discovering closed forms for sequences via OEIS + finite differences

proof-techniques · Teaching proof writing and selecting among 13 canonical techniques

judge_phase · Stdlib sub-skill for pluggable eval rule sets with deterministic scoring

audio-engineering · Streaming platform compliance (Spotify -14 LUFS, Apple -16 LUFS)

trigger-pipelines-for-copilot-pr · Triggering Microsoft FluidFramework CI from Copilot-generated PRs

av-studio · YouTube / podcast production pipeline with color grading + loudness norm

mutation-testing · Finding untested code paths via live mutation survival analysis

ffmpeg-media · Batch video encoding, filter composition, and HLS/DASH streaming setup

latex-authoring · Academic publishing with accessibility + semantic markup compliance

publish-pipeline · Branded document pipeline with remote sync (newsletter, reports)

breath-and-meditation-foundations · Integrating diaphragmatic mechanics + pranayama + contemplative styles

pr · Automated PR creation from local changes without manual branch naming

contemplative-traditions-comparative · Understanding where Zen, Theravada, Vipassana, secular MBSR diverge

internal-arts-tai-chi-qigong · Integrating somatic alignment with qi circulation and martial application

security-headers · Preventing XSS, clickjacking, MIME-sniffing in browser security-first deployment

martial-arts-body-discipline · Building sport-specific power, endurance, and kime (focus) in martial arts

somatic-movement-pilates-feldenkrais · Integration of neuromuscular awareness with controlled movement efficiency

yoga-practice-and-alignment · Balancing athletic flow (vinyasa) with precise alignment (Iyengar) focus

353-concurrency_278d84df · Balancing throughput and reliability in async task distribution

counterpoint · Analyzing fugues, writing polyphonic compositions, or studying Renaissance vocal techniques.

ear-training · Musicians developing interval recognition, dictation skills, or studying solfege methods.

2545-tool-reference_51413bad · Retrieving past conversation sessions for context or pattern analysis.

form-analysis · Determining large-scale structure of classical or contemporary compositions.

notebooklm · Automatically generating study guides, podcasts, or summaries from source documents.