Skip to main content
在 Manus 中运行任何 Skill
一键导入
$pwd:
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,并展示近似职业覆盖。

已收集 skills
71
仓库
3
职业领域
3
更新
2026-05-20
仓库浏览

仓库与代表性 skills

#001
MetaClaw
36 个 skills3.4k444更新于 2026-03-10
占该创作者 51%
agent-task-handoff
其他计算机职业软件开发工程师+1

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.

2026-03-10
async-communication-etiquette
其他业务运营专家

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.

2026-03-10
audience-aware-communication
技术写作员

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.

2026-03-10
auth-and-authorization-patterns
软件开发工程师

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.

2026-03-10
avoid-acting-on-assumptions
其他计算机职业综合与运营经理

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.

2026-03-10
avoid-hallucinating-specifics
软件质量保证分析师与测试员

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.

2026-03-10
avoid-scope-creep
综合与运营经理软件开发工程师

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.

2026-03-10
clarify-ambiguous-requests
其他计算机职业综合与运营经理

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.

2026-03-10
当前展示该仓库 Top 8 / 36 个已收集 skills。
#002
AutoResearchClaw
34 个 skills12.5k1.5k更新于 2026-05-20
占该创作者 48%
fba-simulator
数据科学家

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 distributions and CSV files.

2026-05-20
flux-analyzer
数据科学家

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.

2026-05-20
gsmm-builder
数据科学家

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.

2026-05-20
gsmm-validator
数据科学家

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.

2026-05-20
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, metrics, figures, and risk controls before FBA code is generated.

2026-05-20
mfa-pipeline-orchestrator
数据科学家

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 automatically.

2026-05-20
stat-research-orchestrator
统计学家

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

2026-05-20
stat-result-validator
统计学家

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

2026-05-20
当前展示该仓库 Top 8 / 34 个已收集 skills。
已展示 3 / 3 个仓库
已展示全部仓库