Write openings that earn the next sentence: hook the reader, promise value, and get to the point fast. Use when a piece's beginning is slow, generic, or buries what matters.
Strong-Style Pair Programming skill dimana user bertindak sebagai Driver (menulis kode) dan Claude sebagai Navigator (senior programmer yang membimbing).
StrongDM integration. Manage data, records, and automate workflows. Use when the user wants to interact with StrongDM data.
Write C++ code in the style of Bjarne Stroustrup, creator of C++. Emphasizes type safety, resource management via RAII, zero-overhead abstractions, and direct hardware mapping.
Local protein structure prediction with AlphaFold, Boltz, or Chai. Compare predicted structures, compute RMSD, visualise 3D models.
Statics, dynamics, stress-strain analysis, materials selection, failure modes, and finite element analysis concepts for engineered structures.
Statics, dynamics, stress-strain analysis, materials selection, failure modes, and finite element analysis concepts for engineered structures.
Use when you have trained or loaded a deep learning model that produces high-dimensional spectral embeddings (e.g., 200-dimensional vectors from MS2DeepScore base network) and…
Finite element analysis fundamentals, form-finding methods, shell and gridshell structures, topology optimization, structural optimization, material-aware computation, and…
Generates the structural system based on limits. Computes post placement, beam spans, and rafter geometry.
Diagnosis of why structural materials fail — ductile overload, brittle cleavage, fatigue, creep, stress-corrosion cracking, hydrogen embrittlement, and corrosion.
Use when preprocessing open mass spectrometry libraries (OMSLs) or aggregated spectral datasets where structural identifiers are inconsistently populated.
Use when a task needs the judgment of a structural iron and steel worker — deciding how many bolts and which pretensioning method a connection needs before a crane hook can…
Use when a task needs the judgment of a Structural Metal Fabricator/Fitter — checking root gap against a WPS's allowed tolerance before tacking, catching cumulative fit-up error…
Choose readseek MCP tools or passive Read/Grep/Write hooks and Edit drift guards for structural navigation. Avoid duplicate calls.
Use when you have a set of compounds (e.g., novel NPS analogues in an evaluation dataset) and need to classify them as structurally similar to or divergent from a reference set…
Use when you have a spectral library with structural ground truth (InChIKey or SMILES annotations for ≥50% of spectra) and want to benchmark whether a new or existing spectral…
Use when when you have a set of query chemical compounds (by name or SMILES) and a reference library organized into named groups (e.
Use when scaffolding a backend service, adding a feature/module, or reviewing folder layout, file/class naming, DTO & entity structure, or the CQRS read/write split.
Organize writing so the reader is carried from point to point without friction: logical order, transitions, and signposting.
Fix for a downstream reader re-deriving a structural fact by pattern-matching prose that the program itself emitted.
结构、化合物和药物靶点数据库 skill。用于 PDB、EMDB、AlphaFold DB、PubChem、ChEMBL、DrugBank、ZINC、OpenTargets、UniChem、PDB ligand、compound bioactivity 和 target evidence 查询。
Use when you have a mass spectrum of an unknown metabolite with a known or inferred precursor m/z, you have run a deep-learning semantic similarity model (e.
Takes a draft with identified or suspected structural weaknesses and produces a concrete restructuring plan — including a recommended section order and the reasoning behind each…
Use when writing code an AI agent will later read and edit. Structure it so the next edit is obvious — typed boundaries, exhaustive matches, named dispatch, small surfaces —…
Front-end structural routing for mixed, ambiguous, high-noise inputs. Analyzes user inputs to determine the primary structural layer and routes to the appropriate handling layer…
Use when when you have loaded a structure-organism pairs table from a natural products database (e.g., LOTUS) and need to answer questions about the distribution of chemical…
Use when when you have downloaded a curated structure-organism dataset (such as LOTUS) in TSV or CSV format with separate 2D and 3D structure-organism pair tables, and ne — from…
Use when when you have an unknown metabolite's predicted structural similarity scores (from a deep learning model such as DeepMASS) against all known metabolites in a reference…
Structure the project around the incentive pathway that's actually available post-2025, with a date, instead of an expired one. Reach for this on any financing-structure question.
How to parse a chaotic brain dump into a sustainable 5-day Thematic Sprint with morning deep-work blocks and energy-calibrated task distribution.
Strukturierte Analyse in 3 Schritten. Run '/structured', 'strukturiert analysieren', oder 'constraint cascade'.
Why Tree — turn vague requests into purpose-driven briefs with task, purpose, why-now, constraints, and success signals.
Use when designing or using MCP-backed structured code search with search, AST query, symbol inventory, and bounded extraction workflows.
Activate when: user says 'they didn't get it,' 'I don't know how to bring this up,' 'the message wasn't clear,' 'how do I give feedback without sounding critical,' needs to…
Compress a long agent conversation into a nine-part continuation summary that preserves request, files, errors, user messages, current work, and the next aligned step.
Generar datos estructurados JSON-LD validados contra schema.org. Activar ante: JSON-LD, schema.org, rich snippets, datos estructurados, marcado semantico
Use when when a scientific software repository documents multiple standalone tools, web applications, or resources with associated metadata (URLs, publications, taxonomic…
Use when you have generated or received a mass spectrometry data file in a structured format (e.g., mzPeak, Parquet-based archive) and need to verify it conforms to the published…
Use when when you have deposited a collection of JSON project documents in a platform or repository and need to verify that all conform to a published JSON Schema specifi — from…
Use when you have obtained a raw reference library file (such as the DTCCS_N2 library for U13C labeled lipids) and need to validate its structure, verify that all expected lipid…
StructuredDecompositions.jl sheaves on tree decompositions for FPT algorithms with bidirectional navigation
Create coordinated internal/external documents from reference materials with consistent formatting and cross-references
结构化执行录制协议。为每个切片的执行过程建立可解析的结构化记录（元数据、Agent 动作轨迹、关键决策日志），为执行后分析和 Skill 质量评估提供数据基础。借鉴 OpenSpace Recording Layer 机制。
Use when creating new files, planning features, or writing exec-plans — before any code is written, to ensure each file has a single responsibility and folders are organized by…
Use when when executing a multi-converter annotation workflow on mass spectra metadata (.
Format final review deliverables with consistent structure for comparable findings across reviews
Gets machine-parseable JSON out of an LLM reliably — prefer provider-enforced grammar (OpenAI `response_format:{type:"json_schema",strict:true}`, Anthropic tool-calling /…
Use when valid JSON, schema-conforming structured output, function-call arguments, or tool-call payloads need review before the workflow acts on them.
Use when needing 100% type-safe, schema-valid data extraction from LLMs. Keywords: structured output, JSON schema, Pydantic, Zod, type-safe, constrained decoding, validation, tool…
How to use OpenAI and Gemini Strict Mode (strict: true) and CFG-guided decoding (Pydantic/Zod) to guarantee 100% schema adherence, eliminating markdown wrapping and JSON parse…
Use when after retrieving a JSON or tabular response from a web service endpoint (such as CANOPUS), validate the result before parsing or integrating it into your analysis…
Output format for summaries. Load before producing any summary so the result is consistent and skimmable.
Canonical workflow for clarifying requirements, executing work, and verifying correctness.
Designs asset-backed securitization structures with tranche hierarchy, credit enhancement, and cash flow allocation mechanics.
Designs algo trading strategies with TWAP, VWAP, and implementation shortfall approaches tailored to order characteristics.
Prepares annual meeting presentations with fund performance review, market outlook, pipeline discussion, and LP Q&A preparation.
Designs ABL facilities with borrowing base calculations, collateral eligibility criteria, and field exam requirements.
Guides the design of AvaloniaUI solution and project structures. Use when creating new AvaloniaUI solutions or organizing projects following naming conventions and layer…
Designs bond offering structures with tenor, coupon, call provisions, covenant packages, and pricing methodology.