The library

sentry-known-pitfalls · Quick diagnosis of Sentry setup failures and error categorization issues.

pnpm · Monorepos needing deterministic builds, strict dependency isolation, and centralized version catalogs.

earth-life-systems · When you need to design long-term ecological studies or extract causal claims from field observations.

constitutional-ai · When you want safety alignment without human labels and need explainable reasoning in refusals.

diff-since-my-commit · Code review workflows where you need to see what others changed to your files.

experimental-design-sci · When you must isolate causal effects and design has constraints (ethics, cost, timescale).

pubfi-dsl-server-contract · When you need strict input validation and reject SQL/unknown-field queries server-side.

history-philosophy-science · When teaching or designing science curricula and need historical/philosophical grounding.

gitlab-protected-branches · Multi-team workflows where you must enforce review gates and prevent force-push accidents.

science-communication · When translating peer-reviewed findings for policy, education, or public audiences.

scientific-method · When teaching or designing any empirical study and need a repeatable framework.

citations · When generating bibliographies and need fast, accurate formatting across styles.

3d-interaction-design · When designing immersive/VR interfaces where 2D principles fail.

datenexport-portabilitaet · When implementing data portability rights (GDPR Art. 20) or migration tooling.

augmented-reality-tracking · Diagnosing why virtual AR content does not register with physical world; guides technique selection.

embodied-computing-and-constructionism · Teaching abstract spatial concepts (geometry, recursion) by having learners build concrete artifacts in immersive spaces.

code-review · Post-implementation review to catch security issues, bugs, and code quality gaps before merge.

immersive-environment-design · Authoring VR/AR experiences where presence and legibility matter; ensures physical body comfort and sight-line guidance.

generate-report · Creating permanent records of investigation findings with standardized naming and timestamps.

spatial-reasoning-fundamentals · Grounding 3D spatial thinking in platforms like Minecraft, VR, CAD; makes blueprint→world translation transferable.

world-building-block-paradigms · Designing scalable voxel worlds where modular, repeated block structures reduce manual effort.

CA Lobby Completion Report · CA Lobby projects requiring standardized completion documentation with automated master plan progression

migrate-to-shoehorn · Test suites with large mock objects where only a few properties matter and traditional `as` is heavy-handed

bayesian-methods · Incorporating prior domain knowledge into inference and updating beliefs with small sample sizes where frequentist confidence intervals fail

k-fencore · WoW addon authors building complex addon logic without reimplementing common utilities

descriptive-statistics · Data exploration when hypothesis testing is premature and you need to understand raw data distribution first

inferential-statistics · Determining whether a sample observation generalizes to the population when descriptive stats alone insufficient

probability-theory · Building rigorous statistical reasoning from first principles when intuitive probability reasoning fails

api-design · Creating APIs that agents and humans consume reliably when predictability beats cleverness.

cybersecurity-basics · Teaching security fundamentals when professional penetration testing is not yet required.

detecting-command-injection · Finding command injection during code review when automated scanners miss indirect and complex paths.

design-thinking · Designing solutions that solve real problems for real people, not just technically elegant systems.

digital-systems · Building systems where correctness cannot be patched after deployment (aerospace, medical, critical infrastructure).

code-health-check · Regular codebase audits to catch health degradation before it blocks features.

emerging-tech · Evaluating novel tech claims when you want to separate signal from hype and zeitgeist.

human-computer-interaction · Creating interfaces where users don't get stuck because system behavior matches their expectations.

comparative-religion · Understanding religious frameworks systematically when you need historical and comparative analysis, not apologetics.

ethics-and-practice · When comparing how religious traditions ground moral claims in sources, virtue, law, and contemplative practice.

mysticism-and-contemplation · When analyzing contemplative experiences and mapping apophatic vs kataphatic approaches across traditions.

aktenstruktur-und-dokumentenintake · When organizing German legal personnel files and identifying missing documentation in administrative disputes.

philosophical-theology · When evaluating whether theological claims survive rational scrutiny or examining how philosophy engages divine attributes.

jakobs-law · When deciding whether to follow established UI conventions or justify innovation against user mental models.

scripture-and-interpretation · When using scripture-and-interpretation is more effective than generic alternatives.

sql-patterns · When using sql-patterns is more effective than generic alternatives.

systematic-theology · When using systematic-theology is more effective than generic alternatives.

apprenticeship-pedagogy · When using apprenticeship-pedagogy is more effective than generic alternatives.

vue · When using vue is more effective than generic alternatives.

craft-methodology · When using craft-methodology is more effective than generic alternatives.

materials-and-fit · Trades specification when wide panels, metal beams, or humidity-sensitive assemblies are involved.

measurement-and-tolerance · Specification work when parts must interface precisely and function depends on dimensional stability.