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aiming-lab
GitHub creator profile

aiming-lab

Repository-level view of 71 collected skills across 3 GitHub repositories.

skills collected
71
repositories
3
updated
Jul 18, 2026
repository explorer

Repositories and representative skills

agent-task-handoff
computer-occupations-all-other

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.

Mar 10, 2026
async-communication-etiquette
office-clerks-general-439061

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.

Mar 10, 2026
audience-aware-communication
office-clerks-general-439061

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.

Mar 10, 2026
auth-and-authorization-patterns
information-security-analysts

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.

Mar 10, 2026
avoid-acting-on-assumptions
project-management-specialists

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.

Mar 10, 2026
avoid-hallucinating-specifics
software-developers

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.

Mar 10, 2026
avoid-scope-creep
project-management-specialists

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.

Mar 10, 2026
clarify-ambiguous-requests
project-management-specialists

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.

Mar 10, 2026
Showing 8 of 36 collected skills.
fba-simulator
biological-scientists-all-other

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…

May 20, 2026
flux-analyzer
biological-scientists-all-other

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.

May 20, 2026
gsmm-builder
biological-scientists-all-other

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.

May 20, 2026
gsmm-validator
biological-scientists-all-other

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.

May 20, 2026
metabolic-study-planner
biological-scientists-all-other

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,…

May 20, 2026
mfa-pipeline-orchestrator
biological-scientists-all-other

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…

May 20, 2026
stat-research-orchestrator
data-scientists-152051

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

May 20, 2026
stat-result-validator
data-scientists-152051

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

May 20, 2026
Showing 8 of 34 collected skills.
Showing 3 of 3 repositories
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