代码评审
自动化代码审查与分析
cobrapy
K-Dense-AI
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
design-review
Donchitos
"Reviews a game design document for completeness, internal consistency, implementability, and adherence to project design standards. Run this before handing a design document to programmers."
update-model-pricing
agentconnect-md
Verify and refresh AgentConnect's daemon-side public OpenAI fallback pricing, exact model aliases, long-context and cache rules, and regression tests. Use when OpenAI model prices or IDs change, fallback cost becomes missing or stale, codex-acp changes its token mapping, or someone asks to audit or update packages/daemon/src/usage/openai-public-pricing.ts.
codebase-value-audit
Innei
Use when asked whether a codebase's size is justified — "is 800k lines reasonable?", "audit our LOC", "are we bloated?", "值不值" — or when a LOC number is being used in an argument and nobody agrees what it measures. Produces a defensible per-sub-product accounting: strict line counts, a product-surface inventory, every line attributed to exactly one sub-product, and a worth verdict per block.
holding-analytical-judgment
Innei
Use when delivering analysis, assessment, or diagnosis to the person whose work/behavior/decisions are being analyzed, and they push back emotionally, contradict conclusions, or express discomfort — prevents flipping the conclusion to match their mood while staying open to new factual evidence. Covers code review, architecture review, performance diagnosis, root-cause analysis, decision post-mortems, behavior/relationship analysis — any task where the reader is the subject.
wilma-triage
aikarjal
Daily triage of Wilma school notifications for Finnish parents. Fetches exams, messages, news, schedules, and homework — filters for actionable items, syncs exams to Google Calendar, and reports via chat. Requires the wilma skill and gog CLI (or gog skill from ClawHub) for calendar access.
github-pull-request-description
longbridge
Write a description to description GitHub Pull Request.
get-available-resources
K-Dense-AI
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.
drugbank-database
K-Dense-AI
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction analysis, target identification, chemical similarity searches, ADMET predictions, or any task requiring detailed drug and drug target information from DrugBank.
clinvar-database
K-Dense-AI
Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.
histolab
K-Dense-AI
Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain normalization for H&E images. Best for simple pipelines, dataset preparation, quick tile-based analysis. For advanced spatial proteomics, multiplexed imaging, or deep learning pipelines use pathml.
godot-ability-system
thedivergentai
"Expert patterns for RPG/action ability systems including cooldown strategies, combo systems, ability chaining, skill trees with prerequisites, upgrade paths, and resource management. Use when implementing unlockable abilities, character progression, or complex skill systems. Trigger keywords: PlayerAbility, AbilityManager, cooldown, SkillTree, SkillNode, prerequisites, can_use, execute, ComboSystem, ability_chain, global_cooldown, charge_system, upgrade_path."
unity-mcp-orchestrator
CoplayDev
Orchestrate Unity Editor via MCP (Model Context Protocol) tools and resources. Use when working with Unity projects through MCP for Unity - creating/modifying GameObjects, editing scripts, managing scenes, running tests, or any Unity Editor automation. Provides best practices, tool schemas, and workflow patterns for effective Unity-MCP integration.
commit
ok-oldking
Generate a commit message based on current changes and commit all staged and unstaged changes to git
meeting-briefing-anthropic
lawvable
Prepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance reviews, or any meeting where legal context, background research, or action tracking is needed.
contract-review-anthropic
lawvable
Review contracts against your organization's negotiation playbook, flagging deviations and generating redline suggestions. Use when reviewing vendor contracts, customer agreements, or any commercial agreement where you need clause-by-clause analysis against standard positions.
ads-microsoft
AgriciDaniel
Microsoft/Bing Ads deep analysis covering search, Performance Max, Audience Network, and Copilot integration. Evaluates 20 checks with focus on Google import validation, unique Microsoft features, and cost advantage assessment. Use when user says "Microsoft Ads", "Bing Ads", "Bing PPC", "Copilot ads", or "Microsoft campaign".
hr-business-partner
borghei
Expert HR business partnership covering talent strategy, organizational development, employee relations, and people analytics.
cto-advisor
borghei
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.
scrum-master
borghei
Expert Scrum mastery covering sprint facilitation, team coaching, impediment removal, and agile transformation.
operations-manager
borghei
Expert operations management covering process optimization, operational efficiency, resource management, and continuous improvement.
ceo-advisor
borghei
Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.
cto-advisor
borghei
Technical leadership advisor for CTOs on architecture decisions, engineering strategy, team scaling, technical debt management, and technology evaluation.
coo-advisor
borghei
Operations leadership advisor for COOs on business operations, process optimization, scaling infrastructure, cross-functional alignment, and operational excellence.