pymc-bayesian-modeling
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic…
Find an Agent Skill for your task. Read the guide and copy the install command.
Updated 11-15 00:13
53,823 results
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic…
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D…
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for…
Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis,…
External knowledge capture and retrieval. Trigger when user wants to save notes, bookmarks, code snippets, or reference material for later access.
Persistent memory for cross-session personalization. Trigger when user shares identity, preferences, relationships, or facts worth remembering.
Review and squash-merge open GitHub PRs one by one via `gh`, user deciding each. Use when user wants to review, triage, or merge open PRs, including PRs…
AI MTV/MV production tool. Automatically converts songs generated by Suno into traditional MTV or HyperFrames/GSAP kinetic MV. Trigger words include "make MTV", "generate MV", "song to video", "/mtv". Supports Suno SRT/LRC, qiaomu-suno-master download, storyboard, Codex…
Use this skill to turn a product idea into a living, coarse, spec-driven roadmap — and to keep it current as you ship. Just run `/roadmap [what]` and it infers…
A pipeline execution strategy where downstream stages start before upstream stages finish, using staggered timing with configurable delays. The leader begins…
Search and explore Bluesky/ATProtocol. Look up profiles, read feeds, view threads, search users. No auth required.
Activated when users feel "compelled to obey" or "unable to question" when facing requests/instructions from authority figures (or symbols of authority); activated when users mention trigger words such as "experts say," "required from above," "the doctor/leader/teacher said." Typical scenario: the user is deciding whether to follow someone's advice, but dares not judge independently merely because of the other person's identity (title, uniform, luxury car); or the user feels confused by an obviously unreasonable request made by an "authority figure" but cannot refuse. Discomfort...
Activated when users feel they "must keep going" because of a previous promise or stance, or when they "know it's wrong but can't back out because they said they would do it." Used to identify how commitment manipulates self-perception and behavior, and to distinguish mechanical consistency from rational persistence. Not applicable to: pure information queries, routine daily choices, normal promise-keeping behavior.
This skill activates when users find themselves feeling an unusually strong liking for the person making a request, or realize that this liking is influencing their judgment. Typical scenarios: being moved by a salesperson's enthusiasm and similarity, buying unnecessary things because a friend recommended them, finding it hard to refuse a request after being flattered, trusting a stranger because of their physical attractiveness. Not applicable to: rational comparisons of products and options, liking that naturally arises in normal social interactions, interpersonal interactions within already-established long-term trusting relationships.
Activated when favorable terms are quietly withdrawn just as a deal is about to close, or when users find that the original reason for deciding no longer exists but still want to continue. Used to identify the "commitment self-growth" mechanism and make a rational reassessment. Not applicable to: normal price adjustments, transparent changes to transaction terms, changes in circumstances without a commitment.
Activate this skill when a user observes that everyone around them is indifferent in an emergency or ambiguous situation, and they therefore hesitate to act themselves. Typical scenarios: someone needs help in a public place but no one acts, no one questions an obviously flawed proposal in a meeting, collective silence emerges in a team. Not applicable to: decisions with clear criteria for judgment, general conformity behavior where there is no "everyone referencing everyone" loop, and situations that require authoritative intervention rather than bystander action.
Activated when the other party first makes a large request, and after being refused immediately switches to a small request, and the user feels they "got a bargain" or "negotiated a good deal." Used to identify the manipulation of the rejection-then-retreat strategy and formulate defenses. Not applicable to: normal bargaining, gradual concessions in good faith by both parties, pure information queries.
Triggered when users feel urgency and anxiety in the face of scarcity signals such as "limited quantity," "limited-time offer," "last chance," and "others are grabbing it too"; triggered when users mention trigger words such as "flash sale," "limited edition," "gone if you miss it," and "exclusive." Typical scenario: a user is urged by information such as "only 2 left," "limited-time discount," and "others are also looking at this apartment" to make a purchase decision, feels anxious but cannot stay calm; or a user finds that something they were not originally interested in suddenly becomes... because "it will soon be unavailable."
Activate this skill when users tend to refer to others' behavior to make decisions in uncertain situations, or find themselves following group actions but cannot explain why. Typical scenarios: seeing a "best-selling" label and trusting it, observing how others do things in a new environment and doing the same, being influenced in judgment by fabricated social evidence (canned laughter, fake positive reviews). Not applicable to: decisions with clear standards and professional knowledge, deliberate social learning and imitation, rationally referencing others' experience with awareness...
Configure dynamic weather variation, seasons, climate, and temperature on Ultra Dynamic Weather. Covers Random Weather Variation (Random Interval / Daily /…
Set up Ultra Dynamic Weather (UDW) and control its weather state — adding UDW (requires UDS), Basic Controls (Weather preset, Wind Direction), the seven…
Prepare compact factual project context for another session or coding tool without copying transcripts or secrets.
A debt management and loan strategy guide for family financial counseling. Activated upon requests for debt, loans, repayment, DSR, DTI, credit score, interest rates, mortgages, and jeonse loans.
Provides guidance on the Korean tax system and tax-saving strategies. Activate for consultations related to taxes, year-end tax settlement, capital gains tax, gift tax, tax saving, tax affairs, income tax, comprehensive real estate holding tax, financial investment income tax, inheritance tax, acquisition tax, and property tax.