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aiming-lab
GitHub 创作者资料

aiming-lab

按仓库查看 3 个 GitHub 仓库中的 71 个已收集 skills。

已收集 skills
71
仓库
3
更新
2026年7月18日
仓库浏览

仓库与代表性 skills

agent-task-handoff
其他计算机职业

Use this skill when delegating a subtask to a sub-agent, spawning a parallel worker, or handing off work across sessions. Write a self-contained task description so the receiving agent needs no prior context.

2026年3月10日
async-communication-etiquette
综合办公文员

Use this skill when writing messages in async channels (Slack, GitHub issues, email threads) where the reader may not have context and cannot ask follow-up questions immediately.

2026年3月10日
audience-aware-communication
综合办公文员

Use this skill when writing any explanation, documentation, or response that will be read by someone else. Match vocabulary, depth, and format to the audience's expertise level before writing.

2026年3月10日
auth-and-authorization-patterns
信息安全分析师

Use this skill when implementing authentication (login, token issuance) or authorization (access control, permissions). Apply whenever the task involves login flows, JWT, OAuth2, session management, or RBAC.

2026年3月10日
avoid-acting-on-assumptions
项目管理专家

Common mistake — proceeding with assumptions about ambiguous requirements instead of asking a clarifying question first. This skill reminds you to stop and ask before acting on uncertain interpretations.

2026年3月10日
avoid-hallucinating-specifics
软件开发工程师

Common mistake — stating specific facts (API endpoints, library versions, config options, function signatures) with false confidence when uncertain. Always flag uncertainty rather than guessing specifics.

2026年3月10日
avoid-scope-creep
项目管理专家

Common mistake — doing unrequested work (refactoring, adding extra features, cleaning up style) when the user asked for a specific, targeted change. Only change what was explicitly asked.

2026年3月10日
clarify-ambiguous-requests
项目管理专家

Use this skill when the user's request is ambiguous, under-specified, or could be interpreted in multiple ways. If proceeding with a wrong assumption would waste significant work, always ask exactly one focused clarifying question before doing anything.

2026年3月10日
已展示 8 / 36 个已收集 Skill。
fba-simulator
其他生物科学家

Run Flux Balance Analysis (FBA) and related constraint-based simulations using COBRApy. Covers standard FBA, parsimonious FBA (pFBA), Flux Variability Analysis (FVA), loopless FBA, gene/reaction knockouts, and carbon source swapping. Outputs flux…

2026年5月20日
flux-analyzer
其他生物科学家

Analyse FBA flux distributions to extract biological insights. Covers gene essentiality, phenotypic phase planes, flux sampling, pathway-level aggregation, secretion product prediction, and production of publication- quality figures.

2026年5月20日
gsmm-builder
其他生物科学家

Build or load a genome-scale metabolic model (GSMM) using COBRApy. Covers loading from BIGG, constructing minimal models from scratch, setting medium constraints, and exporting validated .json model files.

2026年5月20日
gsmm-validator
其他生物科学家

Validate a COBRApy genome-scale metabolic model for mass/charge balance, stoichiometric consistency, biomass producibility, dead-end metabolites, thermodynamic loops, and GPR rule formatting. Outputs a structured validation report with errors and warnings.

2026年5月20日
metabolic-study-planner
其他生物科学家

Plan publishable constraint-based metabolic modelling studies when the user has a broad biological or metabolic-engineering topic but no concrete dataset, organism, model, or hypothesis. Selects feasible BiGG/COBRA models, objectives, perturbations, analyses,…

2026年5月20日
mfa-pipeline-orchestrator
其他生物科学家

Orchestrate the full metabolic flux analysis pipeline from model loading to phenotype prediction and publication figures. Triggers when the user provides an organism name, BIGG model ID, or custom reaction list and wants end-to-end metabolic modelling run…

2026年5月20日
stat-research-orchestrator
数据科学家

Orchestrate a statistical research pipeline centered on formal problem formulation, method proposal, theoretical analysis, experimental evaluation, comparison, and final result synthesis.

2026年5月20日
stat-result-validator
数据科学家

Validate statistical research outputs for formulation quality, method-to- problem alignment, theory presence, experimental evidence, fair comparison, artifact completeness, and final-claim consistency.

2026年5月20日
已展示 8 / 34 个已收集 Skill。
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