Use when you have received a peak/feature table from an unknown or variable upstream peak-picking tool and need to ingest it into LipidMatch or a similar unified workflow.
Use when when you have loaded a raw mass spectrum (e.g., ESI_NEG_SRFA.d in Bruker or .raw format) and need to apply one of several noise-threshold strategies based on user…
Set up conditional documentation loading to prevent context pollution. Use when organizing project docs, implementing progressive disclosure, or reducing CLAUDE.md token…
[REPLACE] Apply domain-specific logic based on detected context. Use when [REPLACE with specific triggers].
This rule enforces encapsulating nested conditionals into functions to improve clarity.
Use formatting rules to surface exceptions and patterns automatically, without turning the sheet into a colour chart. Use when readers need to spot outliers or status at a glance.
Use when converting JSON metadata and you need to populate a target field by selecting or iterating over records only when they satisfy a logical test condition (e.g., 'include…
Conditional Request Helper - Auto-activating skill for API Development. Triggers on: conditional request helper, conditional request helper Part of the API Development sk — from…
Conditional Request Helper - Auto-activating skill for API Development. Triggers on: conditional request helper, conditional request helper Part of the API Development sk — from…
Use when you have received a USI string (formatted as mzspec::::)
Use when you need to understand how a data-processing software system discriminates among multiple input types (LC, GC, IMS, MALDI) and selectively instantiates processing…
Conditions raw gravitational-wave detector strain (PyCBC TimeSeries) for matched filtering: high-pass, resample, crop filter wraparound, then Welch PSD with inverse-spectrum…
Write a sincere condolence or sympathy message when someone has died or a friend is grieving — warm, personal, and free of the clichés that hurt more than help.
Realizar una auditoría GxP de sistemas informatizados y procesos. Cubre planificación de la auditoría, reuniones de apertura, recopilación de evidencias, clasificación de…
Conduct a GxP audit of computerized systems and processes. Covers audit planning, opening meetings, evidence collection, finding classification (critical/major/minor), CA — from…
Conduct a GxP audit of computerized systems and processes. Covers audit planning, opening meetings, evidence collection, finding classification (critical/major/minor), CA — from…
Execute a multi-PR plan as a deterministic reconcile-act-rearm loop. Use when the user asks to conduct, execute, or babysit a plan file across PRs and CI waits, usually under…
Conduct a blameless post-mortem analysis after an incident. Build timeline reconstruction, identify contributing factors, and generate actionable improvements.
Conduct a project or sprint retrospective by gathering data from status reports and velocity metrics, structuring what went well and what needs improvement, and generating…
Structures Medicare Annual Wellness Visit documentation with HRA, prevention plan, and advance care planning.
Evaluates payment arrangements against Anti-Kickback Statute safe harbors with documentation. Use when analyzing AKS compliance, evaluating compensation arrangements, or…
Reviews antibiotic appropriateness with spectrum optimization, de-escalation, and duration recommendations.
Structures financial and operational benchmarking against industry peers with gap identification. Use when benchmarking performance, comparing to industry metrics, or identifying…
Structures CDD with market sizing, customer concentration, competitive dynamics, and growth sustainability analysis.
Evaluates target company operations with management assessment, systems review, process maturity, and improvement opportunity identification.
Assesses medical decision-making capacity with Appelbaum criteria documentation. Use when evaluating decision-making capacity, documenting capacity assessments, or determining…
Administers and interprets cognitive screening tools (MoCA, MMSE, SLUMS) with dementia evaluation. Use when screening for cognitive impairment, administering MoCA/MMSE, or…
Assesses underlying asset pools with stratification, concentration analysis, historical performance, and credit quality distribution.
Structures commercial diligence with market sizing, competitive dynamics, and customer reference analysis.
Structures compliance risk assessment with regulatory inventory and inherent/residual risk evaluation.
Calculates WACC components with equity risk premium, beta estimation, and debt cost measurement. Use when calculating cost of capital, estimating WACC, or analyzing discount rates.
Structures sovereign and country risk assessment with economic, political, and financial system evaluation.
Structures credit committee packages with borrower analysis, risk assessment, structuring proposal, and recommendation documentation.
Structures international DD with multi-jurisdictional legal review, regulatory assessment, and cultural integration analysis.
Structures systematic rounding documentation with overnight events, assessment, and plan updates. Use when documenting daily rounds, updating inpatient plans, or preparing…
Synthesizes DCM market activity with new issue spreads, fund flows, and market technical analysis for issuance timing.
Structures comprehensive dental examinations with periodontal charting, caries assessment, and oral cancer screening.
Coordinates nursing discharge planning with medication teaching, follow-up scheduling, and resource coordination.
Structures disease surveillance systems with case definitions, reporting requirements, and trend analysis.
Evaluates environmental compliance requirements with permitting risk, mitigation obligations, and ESG assessment for infrastructure investments.
Evaluates environmental liability exposure with remediation cost estimation, regulatory compliance requirements, and insurance coverage assessment.
Assesses market receptivity for equity issuance with sector sentiment, volatility, and comparable recent offering performance.
Conducts external reconnaissance using Open Source Intelligence (OSINT) techniques to map an organization''s
Evaluates billing practices for False Claims Act risk with qui tam and voluntary disclosure considerations.
Structures forensic psychiatric evaluations for competency, insanity, and civil commitment proceedings.
Structures functional capacity evaluation with standardized measures and activity limitation documentation.
Analyzes health disparities with demographic stratification and equity-focused intervention planning.
Structures health impact assessment with exposure evaluation and risk characterization. Use when assessing health impacts, evaluating environmental exposures, or characterizing…
Structures industry-level credit assessment with cyclicality analysis, regulatory risk, and sector-specific credit metrics.
Structures credit underwriting with financial ratio analysis, cash flow quality assessment, and downside scenario modeling.
Run structured, behavioral hiring interviews and produce an Interview Execution Pack (plan, questions, scorecard, debrief).
Help users conduct effective hiring interviews. Use when someone is designing an interview loop, crafting interview questions, evaluating candidates in real-time, or building a…
Six-phase investigation methodology for AT Protocol network analysis — from initial discovery through reporting.
Structures investor day content with long-term strategy presentation, financial targets, and capital allocation framework communication.
Assesses going-concern viability with 13-week cash flow models, liquidity runway, and critical vendor analysis.
Structures executive evaluation with leadership capabilities, organizational gaps, and bench strength analysis.
Structures management presentation materials for buyer meetings with business overview, strategy, and financial deep-dives.
Assesses GP track records for secondary pricing with fund-level attribution, unrealized portfolio assessment, and consistency analysis.
Performs meta-analysis with heterogeneity assessment, forest plot generation, and GRADE evidence grading.
Runs Monte Carlo simulations for portfolio analysis with return distribution, tail risk, and path-dependent scenario evaluation.