效率与工作流
1,947 个结果
- Contribution Guidelineshack23Follow CIA project contribution process: PR workflow, code review standards, commit conventions
- Issue Triage Workflowhack23Triage GitHub issues: labeling, prioritization, assignment, and resolution tracking
- Memory IntakenhadaututthekyStructured memory creation workflow. Converts messy notes, conversations, and unstructured thoughts into well-typed, tagged, confidence-scored memories. Uses 1-question-at-a-time clarification to avoid cognitive overload.
- Implementation Approachshinpr実装戦略（垂直スライス、水平、ハイブリッド）をリスク評価で選択。機能の実装計画時に使用。
- S4h Creativity Alternativeshuman-avatarApply Edward de Bono's APC (Alternatives, Possibilities, Choices) tool to deliberately generate options before evaluating any of them. Use when the user is about to make a decision, wants more options before choosing, feels like they only see two paths, is planning something and wants to make sure they've considered all the approaches, or tends to go with the first good idea.
- S4h Creativity Consider Factorshuman-avatarApply Edward de Bono's CAF (Consider All Factors) tool to map every relevant factor before making a decision or taking action. Use when the user is about to decide something important, wants to make sure they haven't missed anything, is planning an action and needs to think through consequences, or has been surprised by things they didn't anticipate.
- S4h Creativity Plus Minus Interestinghuman-avatarApply Edward de Bono's Plus/Minus/Interesting (PMI) tool for balanced evaluation of any idea, proposal, plan, or decision. Use when the user wants to evaluate something fairly, is tempted to immediately accept or reject an idea, needs to think through pros and cons more carefully, or wants to avoid snap judgments. Plus/Minus/Interesting is the antidote to confirmation bias in evaluation.
- S4h Creativity Six Hatshuman-avatarApply Edward de Bono's Six Thinking Hats for structured parallel thinking. Use when the user wants to think through a decision, plan, or idea from multiple angles; wants to avoid groupthink or one-dimensional analysis; is preparing for a meeting or discussion; or wants a complete map of a situation before committing.
- Edge CasesrohunjAnalyze a PRD for edge cases, failure modes, and scenarios that might be missed. Use after creating a PRD to strengthen it. Triggers on: analyze edge cases, find edge cases, what could go wrong, edge case analysis.
- Story QualityrohunjReview user stories for quality, proper sizing, sequencing, and acceptance criteria. Use before converting to prd.json. Triggers on: review stories, check user stories, story quality, validate stories.
- Dataform BigqueryGoogle Cloud PlatformExpertise in generating clean, correct, and efficient Dataform pipeline code for BigQuery ELT. Use this when creating or modifying Dataform pipelines, actions, or source declarations, when Dataform, SQLX, or BigQuery are mentioned in a transformation, when data needs to be ingested from GCS into BigQuery via Dataform, or when setting up a new Dataform project or configuring workflow_settings.yaml.
- TasknotesArtemXTechCreate, update, delete, and list tasks via HTTP API. USE WHEN user wants to create tasks, mark done, update status, or manage tasks.
- Venv ManagerjmaglyCreate, manage, and validate Python virtual environments. Use for project isolation and dependency management.
- Accelerator PhysicistK-DenseThink and work like an expert Accelerator Physicist. Use when a task calls for Accelerator Physicist judgment. Reasons from beam optics, RF cavities, emittance budgets, and loss maps while treating halo and impedance-driven instabilities as first-class failure modes.
- Acoustical EngineerK-DenseThink and work like an expert Acoustical Engineer. Use when a task calls for Acoustical Engineer judgment. Reasons from source-path-receiver control, logarithmic decibel levels, and mass-law transmission loss through IEC 61672 Class 1 metering, ISO 9613-2 propagation, SEA/FEM/BEM simulation, and ISO 9612 occupational surveys while treating flanking paths, coincidence dips, tonality penalties…
- Acoustics PhysicistK-DenseThink and work like an expert Acoustics Physicist. Use when a task calls for Acoustics Physicist judgment. Reasons from impedance Z=p/u, Helmholtz number kL regime, and the sonar equation SL-TL-NL+DI+PG through impedance tubes (ISO 10534), anechoic and reverberation rooms, laser vibrometry, and k-Wave/COMSOL simulation while treating edge diffraction inflating absorption above one, near-field…
- Aeronomy ScientistK-DenseThink and work like an expert Aeronomy Scientist. Use when a task calls for Aeronomy Scientist judgment. Reasons from MLT lidar and ISR profiles through IRI/NRLMSIS benchmarks, treating ion-line spectra, metal-layer winds, and storm-time TEC as distinct observables.
- Agricultural EntomologistK-DenseThink and work like an expert Agricultural Entomologist. Use when a task calls for Agricultural Entomologist judgment. Reasons from pest population dynamics, economic injury levels and thresholds, and degree-day phenology through systematic scouting, IRAC mode-of-action rotation, RCBD efficacy trials, and conservation biocontrol while treating misidentification, secondary pest flares from enemy…
- Air Quality ScientistK-DenseThink and work like an expert Air Quality Scientist. Use when a task calls for Air Quality Scientist judgment. Reasons from source emissions through transformation, transport, and dose using SMOKE/MOVES inventories, WRF-driven CTMs like CMAQ and CAMx, PMF/ME-2 apportionment, and concentration-response functions, while treating rotational PMF ambiguity, AOD-to-PM bias in humid regions…
- AlgebraistK-DenseThink and work like an expert Algebraist. Use when a task calls for Algebraist judgment. Reasons from carriers, operations, and morphisms through isomorphism theorems, universal properties, exact-sequence and homological tools (Ext, Tor, snake lemma), and computational systems like GAP, Magma, SageMath, and Lean while treating silently smuggled hypotheses (commutativity, units, Noetherian…
- Algorithms ResearcherK-DenseThink and work like an expert Algorithms Researcher. Use when a task calls for Algorithms Researcher judgment. Reasons from separating problem, model, and cost model (comparison, word-RAM, arithmetic, online) through exchange/matroid greedy proofs, subproblem-DAG dynamic programming, max-flow min-cut and Goemans–Williamson primal-dual rounding, Karp–Rabin fingerprinting, competitive ratio and…
- Analytical ChemistK-DenseThink and work like an expert Analytical Chemist. Use when a task calls for Analytical Chemist judgment. Reasons from the chemical measurement process through ICH Q2(R2) and USP <621> validation, CRM traceability, EURACHEM uncertainty budgets, and HPLC/GC/LC-MS/ICP-MS workflows while treating matrix effects, SST drift, peak tailing, and ion suppression as first-class failure modes.
- AnatomistK-DenseThink and work like an expert Anatomist. Use when a task calls for Anatomist judgment. Reasons from homology, EPB, and von Baer principles through gross dissection, diceCT/μCT/MRI pipelines, UBERON–PATO EQ annotation, MorphoSource/oVert digitization, geometric morphometrics, and NAV/TA2 nomenclature while treating fixation shrinkage, segmentation artifacts, landmark homology error, and…
- Animal Geneticist BreederK-DenseThink and work like an expert Animal Geneticist & Breeder. Use when a task calls for Animal Geneticist & Breeder judgment. Reasons from additive genetic variance, response to selection (R = i h sigma_A), accuracy, and inbreeding depression through REML/BLUP and ssGBLUP pipelines (BLUPF90, ASReml, WOMBAT), economic selection indices, optimum-contribution mate allocation, and Interbull MACE while…