The library

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.

todo-management · Organizing personal or team tasks with deadlines and categorization.

harmony-analysis · Analyzing chord progressions, voice leading rules, and harmonic function in tonal music.

orchestration · Choosing instruments, arranging for specific ensemble sizes, or analyzing timbral effects.

skill-builder · Converting documentation, repos, PDFs, or videos into machine-readable AI skills.

installing-skills · Batch-installing or updating skill collections from public GitHub repositories.

rhythm-meter · Identifying meter in music, analyzing complex rhythms, or studying non-Western time signatures.

2562-safety-checklist_b6614ad2 · Ensuring standard safety procedures are followed before critical operations.

bird-observation · Recording bird sightings with species, date, location, and behavioral notes.

ecosystem-mapping · Understanding relationships between organisms, food chains, and environmental interactions.

angular-architect · Designing scalable Angular applications with clear module and service separation.

15-radar-signals-skill · Detecting and interpreting radar echoes, distinguishing noise from valid signals.

field-identification · Identifying organisms in the field using morphological features and behavior.

api-designer · Creating consistent, well-documented REST APIs with clear contract definitions.

journey-map · Visualizing customer experience across touchpoints and identifying improvement opportunities.

nature-journaling · Recording long-term observations of flora, fauna, and ecological changes over time.

architecture-designer · When you need formal ADRs and multi-stakeholder architectural decisions for distributed systems.

pandic-office · When you have Markdown content and need professional PDF or Word output documents.

species-interaction-tracking · When studying what a species actually does over time rather than just identifying it.

atlassian-mcp · When you need programmatic access to Jira and Confluence beyond manual UI interaction.

taxonomic-classification · When you need to place an organism in its formal hierarchy or reconcile its scientific name.

chaos-engineer · When you want to proactively discover system failure modes and resilience gaps before production incidents.