jeffreytse/grimoire-core - الصفحة ٤

design-go-to-market

Use when launching a product, entering a new market, or repositioning an existing offering to reach paying customers

لغة النص الأصلي: الإنجليزية

write-okrs

Use when setting quarterly or annual goals for a team, department, or company to align effort with strategy

لغة النص الأصلي: الإنجليزية

design-flavor-pairing

Use when creating new recipes, pairing ingredients for a dish, or developing a menu where ingredient combinations need to be novel, harmonious, or scientifically grounded

لغة النص الأصلي: الإنجليزية

apply-braising-technique

Use when cooking tough, collagen-rich cuts of meat (short ribs, pork shoulder, lamb shank, brisket, oxtail) or dense vegetables that benefit from long, moist, low-heat cooking to convert connective tissue into gelatin and build deep flavour

لغة النص الأصلي: الإنجليزية

apply-jiuzhuan-dachang-technique

Use when preparing pork large intestine or other strong-smelling offal cuts that must be fully deodorized before cooking, or when building a single sauce/reduction designed to deliver multiple distinct flavor notes in a specific sequence (sweet, then sour,…

لغة النص الأصلي: الإنجليزية

design-accessibility-standards

Use when auditing or designing UI components to meet WCAG 2.2, Section 508, or ARIA accessibility requirements

لغة النص الأصلي: الإنجليزية

apply-interleaving

Use when designing practice schedules that mix different problem types or topics to improve discrimination and long-term retention

لغة النص الأصلي: الإنجليزية

apply-cross-domain-learning

Use when deciding how to allocate learning time across fields, feeling stuck or stale after deep specialization in one domain, or building a deliberate practice of studying unrelated disciplines to generate transferable insight rather than committing all…

لغة النص الأصلي: الإنجليزية

apply-deliberate-practice

Use when designing a practice regimen to build expert performance in any skill domain — to structure sessions around specific weaknesses, immediate feedback, and focused repetition at the edge of current ability rather than comfortable repetitive performance.

لغة النص الأصلي: الإنجليزية

apply-productive-failure-technique

Use when designing how a new concept or problem-solving skill is introduced — deliberately have learners attempt a problem beyond their current ability BEFORE any direct instruction, then consolidate with explicit teaching that contrasts their failed attempts…

لغة النص الأصلي: الإنجليزية

design-differentiated-instruction-plan

Use when planning lessons or units that must accommodate learners with diverse readiness levels, learning profiles, or interests within the same classroom or group

لغة النص الأصلي: الإنجليزية

apply-bm25-ranking

Use when building or tuning full-text search relevance, scoring documents against a keyword query, or building the sparse/keyword leg of a hybrid RAG retriever — including deciding between BM25, raw TF-IDF, and dense/vector search, or diagnosing why keyword…

لغة النص الأصلي: الإنجليزية

design-ml-pipeline

Use when building or refactoring machine learning systems that need to move from experimentation to reliable production deployment

لغة النص الأصلي: الإنجليزية

design-model-based-reinforcement-learning

Use when training a reinforcement-learning agent where real-environment interaction is expensive, slow, or limited — robotics, game-playing agents, or any control task — by training a model of the environment's dynamics from real interaction data, then…

لغة النص الأصلي: الإنجليزية

design-rag-pipeline

Use when designing a retrieval-augmented generation (RAG) pipeline for grounding LLM outputs in external knowledge

لغة النص الأصلي: الإنجليزية

design-rag-system

Use when building LLM applications that need to answer questions about proprietary, recent, or domain-specific knowledge that is not in the model's training data

لغة النص الأصلي: الإنجليزية

write-tech-spec

Use when a non-trivial engineering change needs to be documented before implementation — including new services, significant refactors, API design, database schema changes, cross-team dependencies, or any work estimated above 1 week. Trigger before the sprint…

لغة النص الأصلي: الإنجليزية

design-offline-first

Use when designing a mobile or web application that must function without a reliable network connection

لغة النص الأصلي: الإنجليزية

run-chaos-engineering

Use when validating system reliability before a major launch, when SLO breach investigations reveal unknown failure modes, or when establishing a proactive reliability practice

لغة النص الأصلي: الإنجليزية

design-security-logging

Use when adding logging to authentication flows, authorization decisions, admin actions, or any security-sensitive operation — to enable detection, forensics, and incident response.

لغة النص الأصلي: الإنجليزية

apply-beyonce-rule

Use when deciding whether to protect a behavior with a test, responding to an unexpected breakage, or reviewing code that depends on undocumented behavior — if a behavior matters enough to depend on, it needs a test; if it breaks without one, you have no…

لغة النص الأصلي: الإنجليزية

apply-property-based-testing

Use when a function or module has an invariant that should hold across a wide range of inputs — not just the handful of specific cases an example-based test happens to cover — such as "encoding then decoding always returns the original value" or "sorting a…

لغة النص الأصلي: الإنجليزية

apply-test-driven-development

Use when implementing any business logic, fixing bugs, or when the correctness of a function's behavior under various inputs needs to be proved

لغة النص الأصلي: الإنجليزية

apply-verification-status-reporting

Use when reporting the results of tests, checks, or any automated or manual verification step — explicitly label any result you have not actually observed running as unverified rather than presenting it as passing, and never weaken a test's assertion or scope…

لغة النص الأصلي: الإنجليزية

audit-diff-coverage

Use when reviewing a pull request or code change for test adequacy — measure test coverage specifically on the lines changed in that diff, not whole-file or whole-codebase coverage, since a codebase can have high aggregate coverage while the specific lines…

لغة النص الأصلي: الإنجليزية

audit-test-coverage

Use when evaluating the adequacy of a test suite, identifying coverage gaps, or deciding where to add tests

لغة النص الأصلي: الإنجليزية

design-contract-testing

Use when multiple teams maintain independent services that communicate via APIs, or when integration test environments are slow, expensive, or unavailable

لغة النص الأصلي: الإنجليزية

design-load-test

Use when designing or running load, stress, or performance tests to validate system behavior under traffic

لغة النص الأصلي: الإنجليزية

design-test-strategy

Use when starting a new project, onboarding a codebase, auditing test coverage quality, or deciding where to invest testing effort across unit, integration, and end-to-end layers.

لغة النص الأصلي: الإنجليزية

run-smoke-test

Use when a build or deployment has just completed and needs verification before being declared done — actually run the built artifact in a realistic environment and check the core paths work, rather than treating a passing automated test suite as proof the…

لغة النص الأصلي: الإنجليزية

design-cost-allocation-system

Use when assigning overhead or shared costs to products, services, departments, or customers — e.g., "how do I allocate overhead?", "activity-based costing vs. traditional?", "which products are actually profitable?", "cost per customer segment?"

لغة النص الأصلي: الإنجليزية

apply-zero-based-budgeting

Use when restructuring a business's cost base during a turnaround, margin-improvement initiative, or annual budget cycle — building every expense line from a zero baseline and requiring explicit justification, rather than incrementally adjusting last year's…

لغة النص الأصلي: الإنجليزية

design-cash-flow-forecast

Use when building a cash flow projection for a business — e.g., "will we run out of cash?", "how much runway do we have?", "13-week cash flow model", "cash flow forecast for fundraising"

لغة النص الأصلي: الإنجليزية

apply-asymmetric-risk-reward-sizing

Use when sizing a trading or investment position — requiring a specific minimum ratio of potential reward to defined risk (e.g., risking one dollar to make five) before entering, and cutting the position quickly if the predefined risk level is reached,…

لغة النص الأصلي: الإنجليزية

apply-barbell-strategy

Use when allocating capital and deciding how much exposure to take to speculative, high-upside opportunities — split allocation between an extremely safe majority and a small, explicitly capped allocation to high-convexity, open-ended-upside bets, while…

لغة النص الأصلي: الإنجليزية

apply-cheap-tail-risk-hedging

Use when a portfolio faces a low-probability but potentially catastrophic risk — buying asymmetric, deeply out-of-the-money protection (credit default swaps, far-out put options) while it's cheap because the market is complacent, so a small, defined cost caps…

لغة النص الأصلي: الإنجليزية

audit-cognitive-tendency-checklist

Use when reviewing a specific investment decision before committing capital — checking it against a checklist of named psychological tendencies (incentive-caused bias, social proof, commitment/consistency bias, authority influence, and others) that could be…

لغة النص الأصلي: الإنجليزية

design-risk-parity-portfolio

Use when constructing a portfolio intended to perform reasonably across different economic environments — allocating by balanced risk contribution across asset classes suited to growth-up, growth-down, inflation-up, and inflation-down regimes, rather than by…

لغة النص الأصلي: الإنجليزية

apply-nonverbal-communication-principles

Use when preparing for high-stakes in-person communication — applying nonverbal principles of eye contact, posture, gesture, and spatial awareness to reinforce message delivery, build credibility, and create rapport with the audience or individual.

لغة النص الأصلي: الإنجليزية

run-public-speaking-practice-drill

Use when someone wants to build general public-speaking fluency and confidence over time — not structure a single presentation's argument, but develop the underlying speaking skill itself through repeated prepared-speech and extemporaneous-speech practice…

لغة النص الأصلي: الإنجليزية