Revisió de codi
Revisió i anàlisi automatitzades del codi
anthropic-architect
jamesrochabrun
Determine the best Anthropic architecture for your project by analyzing requirements and recommending the optimal combination of Skills, Agents, Prompts, and SDK primitives.
yao-deepseek-crawler
yaojingang
"Use when a user provides DeepSeek web AI-search keywords, repeat count, target entity, and entity type, then needs repeated fresh-window crawls aggregated into JSON plus a Kami HTML GEO report. Not for generic website crawling, DeepSeek API chat, SEO writing, or one-off answer generation."
yao-chatgpt-crawler
yaojingang
"Use when a user provides ChatGPT web AI-search keywords, repeat count, target entity, entity type, OpenCLI profile, and crawl interval preference, then needs repeated crawls aggregated into JSON plus a Kami HTML GEO report. Not for generic crawling, ChatGPT API chat, SEO writing, or one-off answers."
scrub-reflection-self-improvement
marin-community
Run the repository self-improvement scrub only from its scheduler or an explicit request for that scrub.
refresh-fork
marin-community
Refresh a named Marin external fork pin onto a newer upstream base using its configured descriptor and required end-to-end test.
write-tests
marin-community
Add, revise, or review Marin tests for an explicit behavior change, regression, or test-quality request.
commit
marin-community
Use only when a change is ready to commit, push, or open or update its pull request; do not activate during implementation.
noslop
marin-community
Deslop, simplify, or review low-value tests and prose only when explicitly requested for a branch or diff.
improve-animations
emilkowalski
Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. Read-only on source code — it plans improvements, it does not apply them. Use when the user asks to "improve the animations", "audit the motion", "make this app feel better", or wants a roadmap of animation fixes rather than a review of a single diff.
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.
glycoengineering
K-Dense-AI
Analyze and engineer protein glycosylation. Scan sequences for N-glycosylation sequons (N-X-S/T), predict O-glycosylation hotspots, and access curated glycoengineering tools (NetOGlyc, GlycoShield, GlycoWorkbench). For glycoprotein engineering, therapeutic antibody optimization, and vaccine design.
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.