All authors
Claude Skills by tatashbar
github.com/tatashbar170 skills0 installs0 views
- AdoptBrings an existing model or codebase into the studio: inventories it, reverse-documents it and plans validation and migration.Votes: 0GitHub stars: 4
- Ai AuditAudits AI/ML/LLM components: benchmarks, leakage, calibration, explainability, bias, red-team, confidentiality, monitoring.Votes: 0GitHub stars: 4
- BacktestRuns historical and pseudo-real-time backtests with information-set checks and regime-specific performance.Votes: 0GitHub stars: 4
- Build AbmBuilds an agent-based model with ODD documentation, calibration, validation and experiment design.Votes: 0GitHub stars: 4
- Build Causal MlBuilds a causal machine-learning analysis (double ML, causal forests) with identification argument and sensitivity checks.Votes: 0GitHub stars: 4
- Build CgeBuilds a CGE model (static or recursive-dynamic, single- or multi-region) with benchmark replication, closures, elasticity sensitivity and welfare decomposition.Votes: 0GitHub stars: 4
- Build Climate MacroBuilds a climate-macro model: climate-augmented macro or integrated-assessment-style model with damage functions, abatement and carbon pricing.Votes: 0GitHub stars: 4
- Build Deep ForecasterBuilds a deep-learning or foundation-model forecaster with rolling-origin evaluation against statistical benchmarks.Votes: 0GitHub stars: 4
- Build Drl PolicyBuilds a deep reinforcement learning policy environment and agent for monetary, fiscal or macroprudential policy.Votes: 0GitHub stars: 4
- Build DsgeBuilds a DSGE model (small, medium or large) from approved spec: derivation, code, solution, tests, IRFs.Votes: 0GitHub stars: 4
- Build Financial ProgrammingBuilds an integrated financial-programming framework consistent across real, fiscal, monetary and external sectors.Votes: 0GitHub stars: 4
- Build FpasDesigns and builds a forecasting and policy analysis system: core model, nowcasts, judgment layer, forecast process.Votes: 0GitHub stars: 4
- Build Game ModelBuilds a game-theoretic or mechanism-design model: specification, equilibria, computation and policy interpretation.Votes: 0GitHub stars: 4
- Build HankBuilds a heterogeneous-agent (HANK) model with household block, sequence-space solution and distributional outputs.Votes: 0GitHub stars: 4
- Build Io SamBuilds input-output, supply-use and SAM frameworks with multipliers, linkages, multi-regional and environmentally extended extensions.Votes: 0GitHub stars: 4
- Build Llm AgentsBuilds LLM-agent economic simulations (synthetic households, firms, forecasters, negotiators) with sensitivity and human-data checks.Votes: 0GitHub stars: 4
- Build Llm PipelineBuilds an LLM pipeline for extraction, classification or analysis with verification, evaluation and confidentiality controls.Votes: 0GitHub stars: 4
- Build MulticountryBuilds or extends a large multi-country model with trade and financial linkages and global scenarios.Votes: 0GitHub stars: 4
- Build Neural SolverBuilds a neural-network solver for a high-dimensional or heterogeneous-agent model and certifies its accuracy.Votes: 0GitHub stars: 4
- Build Rag KbBuilds a retrieval-augmented knowledge base over document collections with access control and faithfulness evaluation.Votes: 0GitHub stars: 4
- Build Semi StructuralBuilds a small or medium semi-structural gap/projection model with calibration, filters and baseline.Votes: 0GitHub stars: 4
- Build SfcBuilds a stock-flow consistent model with balance-sheet and transaction matrices and scenario runs.Votes: 0GitHub stars: 4
- Build Trade ModelBuilds a trade model: gravity and structural gravity estimation, quantitative trade general equilibrium, and global value chain accounting.Votes: 0GitHub stars: 4
- Calibrate ModelCalibrates a model to targets: moments, micro evidence and published estimates, with sensitivity of targets to parameters.Votes: 0GitHub stars: 4
- Calibration PlanPlans calibration and estimation: parameter sources, priors, moments, targets, identification checks.Votes: 0GitHub stars: 4
- Carbon Pricing AnalysisAnalyzes carbon pricing and emissions policy: tax or trading design, border adjustment, revenue recycling, competitiveness and distributional effects.Votes: 0GitHub stars: 4
- Chart PackProduces a chart pack from code: fan charts, shock decompositions, scenario comparisons, with consistent style and labelling.Votes: 0GitHub stars: 4
- Climate ScenarioRuns climate and transition scenarios: translating climate pathways to macro, fiscal and financial impacts.Votes: 0GitHub stars: 4
- Code ReviewReviews model and pipeline code for correctness, numerical soundness, reproducibility and standards compliance.Votes: 0GitHub stars: 4
- Create ExerciseCreates a hands-on exercise, case study, or policy wargame with scenario, roles, materials, facilitator guide and debrief.Votes: 0GitHub stars: 4
- Data RequirementsDefines data requirements and checks availability, vintages, confidentiality classification and quality for a model.Votes: 0GitHub stars: 4
- Debt SustainabilityRuns debt sustainability analysis: baseline, shocks, stochastic fan charts, realism checks and financing needs.Votes: 0GitHub stars: 4
- Design TrainingDesigns a capacity-development program: needs assessment, curriculum, labs, assessment and ownership-transfer plan.Votes: 0GitHub stars: 4
- Distributional AnalysisAnalyzes distributional effects of a policy or shock using microsimulation, HANK links or survey-based incidence.Votes: 0GitHub stars: 4
- Estimate BvarEstimates Bayesian VARs with prior choice, hyperparameter selection, conditional forecasts and out-of-sample checks.Votes: 0GitHub stars: 4
- Estimate DsgeEstimates a DSGE model by Bayesian methods with identification analysis, convergence diagnostics and fit evaluation.Votes: 0GitHub stars: 4
- Estimate VarEstimates VAR/SVAR/VECM models with diagnostics, identification and impulse responses.Votes: 0GitHub stars: 4
- External AssessmentRuns an external sector assessment: current-account norm, REER gap, reserves, NIIP, with ranges and judgment.Votes: 0GitHub stars: 4
- Fan ChartProduces density forecasts and fan charts with documented uncertainty method and calibration checks.Votes: 0GitHub stars: 4
- Forecast RoundRuns a complete forecast round: data freeze, nowcast, model runs, judgment, review and sign-off.Votes: 0GitHub stars: 4
- Gate CheckRuns a phase gate: checks exit criteria for the current stage and returns PASS / CONCERNS / FAIL / NOT ASSESSED.Votes: 0GitHub stars: 4
- HelpExplains what the studio can do, lists skills and agents by category, and suggests what to do next based on project stage.Votes: 0GitHub stars: 4
- Identify ShocksConstructs and tests structural shock series (narrative, high-frequency, proxy) and documents identification.Votes: 0GitHub stars: 4
- Lego AddAdds a brick to a model, for example a trade sector, carbon-pricing block or labor market, after checking the wiring and listing what changes.Votes: 0GitHub stars: 4
- Lego BrickCreates a new brick spec for the catalog: purpose, ports (with units and timing), stubs, slot, frequency and bridge, and the checks it must pass.Votes: 0GitHub stars: 4
- Lego CheckChecks a lego model: all studs connected or stubbed, no duplicate providers, slots filled, units and frequencies consistent, identities verifiable, simultaneous blocks listed.Votes: 0GitHub stars: 4
- Lego DetachDetaches a brick from a model and keeps it in the parts bin. Inputs that depended on it switch to their declared stubs so the model keeps running.Votes: 0GitHub stars: 4
- Lego MapRepresents a model as a lego set: a baseplate (core), bricks (components) and studs (interfaces), saved as model.lego.json. For a new model or an existing one.Votes: 0GitHub stars: 4
- Lego ShowShows a model as a lego set: baseplate, bricks, joints, open studs, parts bin and suggested bricks, in text, an HTML picture, or a Mermaid diagram.Votes: 0GitHub stars: 4
- Lego SwapSwaps one brick for an alternative that fills the same slot, for example a Taylor rule for a managed-FX rule, or an input-output brick for a CGE.Votes: 0GitHub stars: 4