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Claude Skills by stanfish06
github.com/stanfish061,773 skills143 installs3,463 views
- Prisma Driver Adapter ImplementationRequired reference for Prisma ORM 7 SQL driver adapter work. Use when implementing or modifying adapters, adding database drivers, or touching SqlDriverAdapter, Transaction, savepoint, result mapping, or DriverAdapterError behavior. Covers current transaction lifecycle, optional savepoint hooks, original database-error preservation, and verification.Votes: 0GitHub stars: 8
- Prisma PostgresPrisma Postgres setup and operations guidance across Console, create-db CLI, Management API, and Management API SDK. Use when creating Prisma Postgres databases, working in Prisma Console, provisioning with create-db/create-pg/create-postgres, or integrating programmatic provisioning with service tokens or OAuth.Votes: 0GitHub stars: 8
- Private ConnectivitySet up private network connectivity to Grafana Cloud — AWS PrivateLink, Azure Private Link, GCP Private Service Connect, and Private Data Source Connect (PDC). Provisions VPC endpoints, private endpoints, or PSC forwarding rules per signal type (metrics / logs / traces / profiles); wires Alloy to push to the private DNS endpoint instead of the public one; verifies private DNS resolution + endpoint approval state. Use when sending telemetry to Grafana Cloud without traversing the public intern...Votes: 0GitHub stars: 8
- ProbabilistExpert-thinking profile for Probabilist (theoretical / computational probability): Reasons from Kolmogorov measure spaces through LLN/CLT, martingales, coupling, concentration/LDP, and Lévy/Feller/Itô calculus; uses Durrett/Kallenberg canon, Sage/NumPy/PyMC simulation, and R̂/ESS/IS diagnostics while treating a.s. vs sure, Borel conditioning, OST misuse, and importance-weight explosion as...Votes: 0GitHub stars: 8
- Process ChemistExpert-thinking profile for Process Chemist (API/route development / scale-up & reaction engineering / crystallization & PAT / regulatory (ICH Q8-Q11, M7, QbD)): Reasons from mass and energy balances, impurity fate maps, and supersaturation trajectories through RC1 calorimetry, DoE in JMP/MODDE, FBRM/XRPD crystallization tracking, and ICH Q8/Q9/Q11 control strategy while treating exotherm runaway at plant jacket capacity, ICH M7 genotoxic carry-over, polymorph shifts on scale...Votes: 0GitHub stars: 8
- Process EngineerExpert-thinking profile for Process Engineer (process design / simulation / commissioning & plant troubleshooting): Reasons from conservation laws, CSTR/PFR selectivity and RTD/Da scale-up through BFD→PFD→P&ID/HAZOP/LOPA/SIL, Aspen Plus/HYSYS HMB, API 520/521 relief and LMTD/F_t exchanger sizing, and lab→pilot→plant commissioning while treating frozen-design violations, simulation-without-data, and BPCS/IPL conflation as...Votes: 0GitHub stars: 8
- Profile ReportUnified personal genomic profile report — reads a PatientProfile JSON and synthesizes all skill results intoVotes: 0GitHub stars: 8
- Programming Languages ResearcherExpert-thinking profile for Programming Languages Researcher (formal semantics / type systems / mechanized metatheory (Coq/Ott) / verification / POPL-PLDI): Reasons from operational semantics, type-theoretic invariants, and soundness as preservation-plus- progress through Ott/LN-defined calculi, Coq/Isabelle/Agda mechanization, Hindley- Milner inference, and abstract-interpretation Galois connections while treating stuck terms, blame escaping onto well-typed pure terms...Votes: 0GitHub stars: 8
- Prometheus Label StrategyExpert evaluator for Prometheus label strategy on Grafana Cloud. Audits, designs, and improves label schemas using cardinality scoring, access-pattern alignment, static vs. dynamic label rules, histogram bucket discipline, and instrumentation hygiene. Prevents high cardinality at the source — in application code and scrape target labels — without dropping labels that make series unique (which breaks the data). For reducing the cost of series already in Grafana Cloud, routes to the adaptive-me...Votes: 0GitHub stars: 8
- Promptfoo EvalsWrite, refine, run, and QA promptfoo evaluation suites: promptfooconfig.yaml, prompts, providers, vars, tests, assertions, model-graded rubrics, transforms, datasets, exports, and CI gates. Use for non-redteam eval coverage, regression tests, or new eval matrices. Do not use for adversarial redteam plugin or strategy setup.Votes: 0GitHub stars: 8
- Promptfoo Provider SetupConfigure promptfoo providers or redteam targets for hosted models, live HTTP APIs, Python/JavaScript local scripts, agent SDKs, or multi-input systems. Use when connecting promptfoo to the system under test, mapping vars, auth env vars, request bodies, response transforms, or static-code-derived provider wrappers. Do not use for choosing eval assertions or red team plugins unless a smoke test is needed to verify the connection.Votes: 0GitHub stars: 8
- Promptfoo Redteam RunRun, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rerun commands, reports, or CI gates. Do not use for initial provider wiring or for choosing plugins and strategies before generation.Votes: 0GitHub stars: 8
- Promptfoo Redteam SetupCreate or refine promptfoo redteam setup configs: purpose, targets, plugins, strategies, frameworks, multi-input target inputs, policy text, grader guidance, contexts, and static-code-derived target/threat mapping. Use when preparing a red team scan plan from live probes, code evidence, or provider configs, or when generating adversarial test cases for QA. Do not use for basic provider wiring alone or for running/evaluating an already-generated redteam scan.Votes: 0GitHub stars: 8
- PromqlWrite, validate, and optimize PromQL for Prometheus / Grafana Mimir / Grafana Cloud Metrics. Covers `rate` vs `irate` vs `increase`, label matchers and regex, `sum / avg / topk / by / without` aggregation, classic + native `histogram_quantile`, ratios with divide-by-zero guards, `absent` / `changes` for staleness, time offsets and `predict_linear`, recording-rule naming, SLO + burn-rate math, and a cardinality-hunting playbook. Use when writing a metric query, fixing wrong p95s, building an e...Votes: 0GitHub stars: 8
- Propose Security HardeningDevelop evidence-backed structural and architectural security hardening proposals from vulnerability disclosures, supplied findings, incident or assessment documents, source code, or a completed Codex Security scan. Use when a user asks for systemic improvements, alternatives beyond per-finding patches, before-and-after security architecture views, engineering tradeoff analysis, or an implementation-ready plan for a selected hardening option. Also use automatically after a Codex Security scan...Votes: 0GitHub stars: 8
- Propulsion EngineerExpert-thinking profile for Propulsion Engineer (engine design / hot-fire test / combustion stability / rockets-airbreathing-EP / cycle analysis): Reasons from thrust, specific impulse, characteristic velocity c*, thrust coefficient Cf, and NPSH through NASA CEA, RPA and NPSS cycle models, hot-fire thrust stands, and ROCCID/bomb-test stability screening while treating nozzle separation, inducer cavitation, chugging/screech combustion instability, and scramjet...Votes: 0GitHub stars: 8
- Protein EngineerExpert-thinking profile for Protein Engineer (directed evolution / display selection / biophysical characterization / ML-guided design / developability): Reasons from sequence-structure-function relationships, evolutionary constraint, and multiparameter developability through display selection, ProteinMPNN/RFdiffusion and AlphaFold modeling, SPR/BLI kinetics, and SEC/DSF/CE-SDS characterization while treating aggregation, Tm loss, proteolysis, glycoform mismatch, and...Votes: 0GitHub stars: 8
- Proteinmpnn NimRun ProteinMPNN inverse folding via NVIDIA NIM to design protein sequences for a target backbone. Use for ProteinMPNN, inverse folding, sequence design, backbone redesign, fixed chains/residues, omit_AAs, sampling temperature, soluble model, hosted NVIDIA API, local Docker, PDB input, and multi-FASTA output.Votes: 0GitHub stars: 8
- Proteomics DeDifferential expression analysis for label-free quantitative (LFQ) intensity data with standard MaxQuant andVotes: 0GitHub stars: 8
- Proteomics ScientistExpert-thinking profile for Proteomics Scientist (bottom-up LC-MS/MS / DDA-DIA-TMT- SILAC / differential abundance / FDR & batch control): Reasons from peptide-to-protein inference, acquisition mode, quantification modality, and missing-value mechanism through MaxQuant, FragPipe/MSFragger, DIA-NN/Spectronaut, Skyline, and MSstats/proDA while treating MNAR missingness, batch confounding, TMT co-isolation ratio compression, and keratin/contaminant signal...Votes: 0GitHub stars: 8
- ProteomicsMass spectrometry proteomics QC, quantification, comparative analysis, and export for DDA, DIA, and protein-level result tables.Votes: 0GitHub stars: 8
- ProtistologistExpert-thinking profile for Protistologist (microscopy / 18S metabarcoding (PR2/SILVA) / culture & barcoding / HAB monitoring / paleoecology): Reasons from eukaryotic microbial diversity, trophic mode, and morphology-molecule integration through Utermöhl counts, SEM, 18S/V4 metabarcoding with PR2/SILVA, and IQ-TREE/MAFFT phylogenies while treating chimeric ASVs, kleptoplastic mixotroph misclassification, dinoflagellate multi-copy rRNA inflation, and...Votes: 0GitHub stars: 8
- ProtobufUse when working with Protocol Buffer (.proto) files, buf.yaml, buf.gen.yaml, or buf.lock. Covers proto design, buf CLI, gRPC/Connect services, protovalidate constraints, schema evolution, and troubleshooting lint/breaking errors.Votes: 0GitHub stars: 8
- Protocol ReverseUse for authorized reverse engineering of custom binary protocols, Protobuf/gRPC, WebSocket frames, and PCAP-driven protocol recovery.Votes: 0GitHub stars: 8
- Protocolsio IntegrationIntegration with protocols.io API for managing scientific protocols. Use when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.Votes: 0GitHub stars: 8
- Provision DropletUse when the user wants to spin up / create / launch / provision a DigitalOcean droplet (or "a remote dev box on DO") and connect to it from Codex as a remote SSH workspace.Votes: 0GitHub stars: 8
- PsycholinguistExpert-thinking profile for Psycholinguist (experimental / neurolinguistic / computational psycholinguistics): Reasons from incremental parsing, lexical access, and prediction; designs SPR, eyetracking, VWP, and ERP studies with SUBTLEX/CELEX/MRC norms, maximal LMEMs, and OSF preregistration while treating list effects, SAT, spillover, and N400/P600 over-interpretation as first-class failure modes.Votes: 0GitHub stars: 8
- PsychophysicistExpert-thinking profile for Psychophysicist (laboratory / psychophysics & perception): Reasons from psychometric functions, staircase/MLE threshold procedures, signal- detection theory, and calibrated display/audio transducers while treating timing jitter, adaptation, and criterion/sensitivity conflation as first-class failure modes.Votes: 0GitHub stars: 8
- Public Health ScientistExpert-thinking profile for Public Health Scientist (population health / surveillance / program evaluation / policy): Reasons from the 10 Essential Public Health Services, epidemiologic triad, and SDOH; runs outbreak field investigations, NSSP syndromic and NNDSS surveillance, BRFSS/WONDER complex-survey analysis, CDC Framework and RE-AIM program evaluation, PAF/PIF policy quantification, and Kass ethics review.Votes: 0GitHub stars: 8
- Pubmed SearchSearch PubMed for scientific literature. Use when the user asks to find papers, search literature, look up research, find publications, or asks about recent studies. Triggers on "pubmed", "papers", "literature", "publications", "research on", "studies about".Votes: 0GitHub stars: 8
- Pubmed SummariserSearch PubMed for a gene name or disease term and generate a structured research briefing of the top recent English-languageVotes: 0GitHub stars: 8
- Pufferlib V2PufferLib 2.x reinforcement learning workflows for the Dec 2024 API generation. Use when working with pufferlib>=2.0,<3.0, Puffer Ocean C environments, native PufferEnv/VecEnv-style vectorization, Gymnasium/PettingZoo compatibility wrappers, asynchronous sampling, or v2 training/evaluation migration from the deprecated v1 PuffeRL top-level API.Votes: 0GitHub stars: 8
- Pufferlib V3PufferLib 3.x reinforcement learning workflows for the Jun 2025 API generation. Use when working with pufferlib>=3.0,<4.0, the puffer CLI, pufferlib.pufferl training helpers, Ocean environments, PPO/PufferRL training, distributed torchrun runs, custom policies, vectorization, Gymnasium/PettingZoo wrappers, or migration from deprecated v1/v2 PufferLib code.Votes: 0GitHub stars: 8
- Pure MathematicianExpert-thinking profile for Pure Mathematician (proof-theoretic / theorem-proof / formal verification (Lean 4/mathlib, Coq, Isabelle) / MSC-classified): Reasons from definitions, axioms, and proved theorems through lemma-ladder proof strategies, computer algebra (SageMath, GAP, Magma) and proof assistants (Lean 4/mathlib, Coq, Isabelle/HOL) checked against MathSciNet/zbMATH and OEIS, while treating hidden hypotheses, circular reasoning, unjustified w.l.o.g. steps, and...Votes: 0GitHub stars: 8
- Pwn Chain从逆向走到可用利用 (Working Exploit) 的全链路工程化方法。 适用场景：拿到了二进制 + 漏洞点 + 目标环境，需要写出一个能稳定打通的 exploit（不是只能本地复现一下、远程一打就崩的脚本）。 覆盖三大方向：栈溢出 / 堆利用 / 内核 pwn。强调"CTF 本地通 → 真实远程稳定打通"的工程差距：libc 版本错配、堆喷射时序、SMEP/SMAP/KASLR、栈对齐、远程缓冲。 核心工具链：pwntools + GEF/pwndbg + ROPgadget/Ropper + one_gadget + libc-database + qemu-system 内核调试。 触发关键词：pwn、栈溢出、堆溢出、ROP、ret2libc、ret2csu、one_gadget、libc-database、堆利用、tcache、fastbin、unsorted bin、kernel pwn、kROP、SMEP、SMAP、KASLR、modprobe_path、pwntools、GEF、pwndbg。Votes: 0GitHub stars: 8
- PybedtoolsPython genomic interval arithmetic with BEDTools, complementing pysam, polars, and query for downstream tables. Use when intersecting, merging, subtracting, shuffling, finding closest features, computing coverage, or converting BED, GFF, GTF, VCF, BAM, and pandas DataFrames into interval operations.Votes: 0GitHub stars: 8
- PybigwigFast Python I/O for BigWig (continuous genome signal) and BigBed (interval annotation) files via libBigWig. Use for random-access signal queries at specific genomic coordinates (bw.values, bw.stats), computing per-region summary statistics (mean/max/coverage) over a BED file of regions, writing custom BigWig tracks from numpy arrays, and loading ChIP-seq/ATAC-seq/RNA-seq/methylation coverage tracks (e.g. produced by deeptools bamCoverage) into pandas/numpy for downstream analysis or ML featur...Votes: 0GitHub stars: 8
- Pydantic Ai HarnessExtend Pydantic AI agents with batteries-included capabilities from pydantic-ai-harness -- Code Mode (collapse many tool calls into one sandboxed Python execution), a filesystem and shell, sub-agents, planning, context compaction, and more. Use when the user mentions pydantic-ai-harness, CodeMode, Monty, code mode, or tool sandboxing, when they want first-party filesystem/shell/sub-agent/planning/compaction capabilities for a Pydantic AI agent, when they want an agent to run agent-written Pyt...Votes: 0GitHub stars: 8
- PydicomPython library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymizing DICOM files, working with DICOM metadata and tags, converting DICOM images to other formats, handling compressed DICOM data, or processing medical imaging datasets. Applies to tasks involving medical image analysis, PACS systems, ...Votes: 0GitHub stars: 8
- PyhealthBuild clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality, readmission, length-of-stay, drug recommendation, sleep staging, ICD coding, EEG events), instantiating models (Transformer, RETAIN, GAMENet, SafeDrug, MICRON, StageNet, AdaCare, CNN/RNN/MLP), training with the PyHealth Trainer, computing clinical metrics, and using medical code utilities (ICD/ATC/NDC/RxNor...Votes: 0GitHub stars: 8
- PylabrobotVendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, plate readers, pumps) or needing unified programming across different vendors. Best for complex workflows, multi-vendor setups, simulation. For Opentrons-only protocols with official API, opentrons-integration may be simpler.Votes: 0GitHub stars: 8
- PymatgenMaterials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.Votes: 0GitHub stars: 8
- PymcBayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.Votes: 0GitHub stars: 8
- PymolVisualize, analyze, and render protein and molecular structures using PyMOL. Use when the user wants to create images of protein structures, perform structural alignments or superposition, measure distances or contacts, highlight binding sites or active site residues, color by B-factor/pLDDT, or analyze protein-ligand interactions. Do not use for docking, molecular dynamics, or sequence-only analysis.Votes: 0GitHub stars: 8
- PymooMulti-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.Votes: 0GitHub stars: 8
- PyroscopeContinuously profile applications with Grafana Pyroscope and read the result as flame graphs. Covers three instrumentation paths — language SDK push (Go / Java / Python / Ruby / Node / .NET / Rust), Alloy eBPF auto-instrumentation (no code change, requires kernel 5.8+ with BTF), and SDK → Alloy receiver — plus ProfileQL queries, profile types (CPU / memory / allocations / goroutines / mutex), Grafana Cloud Profiles endpoint, and Span Profiles trace-to-profile linking. Use when adding profilin...Votes: 0GitHub stars: 8
- PytdcTherapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.Votes: 0GitHub stars: 8
- PytestTesting Python code with pytest — fixtures, parametrization, markers, mocking, coverage, and configuration. Use when writing or running Python tests, setting up a test suite, debugging failing tests, adding fixtures or parametrized cases, measuring coverage, or configuring pytest in pyproject.toml. Pairs with test-driven-development for the workflow/methodology.Votes: 0GitHub stars: 8
- Pytorch LightningDeep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.Votes: 0GitHub stars: 8
- PyzoteroInteract with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero Web API v3. Use this skill when working with Zotero libraries programmatically, managing bibliographic references, exporting citations, searching library contents, uploading PDF attachments, or building research automation workflows that integrate with Zotero.Votes: 0GitHub stars: 8