S29 · Pipeline skill
Compare rule scenarios
Express ideas as explicit rules, compare historical replays and parameters and review assumptions.
Explicit rules + historical replay + out-of-sample comparison and human review
- Pipeline
- 4 steps
- Human review
- 1
- Components
- 6
01Pipeline
Base pipeline
Ordered steps. Each consumes the previous output; review gates hold until a person accepts.
- Starts from
- Rule ideas, historical records and comparison objectives
- Delivers
- Human-confirmed assumptions workbook and comparisons
Review contract
People decide at review gates; components supply data, drafts or review surfaces. Unaccepted outputs do not advance.
Integration note
Financial returns, asset weights and fee models require replacement in other domains; scenarios do not predict actual outcomes.
- 01
Specify rules and assumptions
- Input
- Rule ideas, historical records and comparison objectives
- Output
- Inspectable rules and assumption list
- Natural-language strategies and templatesNatural-language ideas to explicit rules + inspectable explanations
- 02
Replay historical scenarios
- Input
- Inspectable rules and assumption list
- Output
- Time-windowed replay results
- Explainable portfolio backtest and replayHistorical rule replay + outcome and attribution comparison
- Announcement event studiesEvents aligned with historical values + windowed outcome analysis
- 03
Compare parameters and costs
- Input
- Time-windowed replay results
- Output
- Out-of-sample comparisons and cost scenario tables
- Strategy sweeps and walk-forward validationConstrained parameter comparison + out-of-sample checks
- Tiered yield scenario calculatorExplicit rate and duration assumptions + scenario estimates
- 04
Review and save scenarios
Human review- Input
- Out-of-sample comparisons and cost scenario tables
- Output
- Human-confirmed assumptions workbook and comparisons
Decided byAssigned reviewer or requesting user
- Budget and financial workbook generationExplicit assumptions to budget workbooks + formula consistency checks
02Industry versions
Industry versions
Finance Transferable use Express strategy ideas as explicit rules, compare historical windows and out-of-sample behavior and review them with fee assumptions.
Adaptation Results are research scenarios; the budget workbook has a media source tag, so the composition remains transferable.
- 01
Specify strategy rules
- Input
- Strategy ideas, historical samples and fee assumptions
- Output
- Inspectable strategy and assumptions
- Natural-language strategies and templatesNatural-language ideas to explicit rules + inspectable explanations
- 02
Replay historical windows
- Input
- Inspectable strategy and assumptions
- Output
- Historical replay and event-window results
- Explainable portfolio backtest and replayHistorical rule replay + outcome and attribution comparison
- Announcement event studiesEvents aligned with historical values + windowed outcome analysis
- 03
Compare out-of-sample results and fees
- Input
- Historical replay and event-window results
- Output
- Out-of-sample results and fee sensitivity tables
- Strategy sweeps and walk-forward validationConstrained parameter comparison + out-of-sample checks
- Tiered yield scenario calculatorExplicit rate and duration assumptions + scenario estimates
- 04
Researcher reviews assumptions
Human review- Input
- Out-of-sample results and fee sensitivity tables
- Output
- Confirmed assumptions and comparisons
Decided byAssigned reviewer or requesting user
- Budget and financial workbook generationExplicit assumptions to budget workbooks + formula consistency checks
Energy Transferable use Adapt historical replay methods to energy purchasing budgets, comparing scenarios under explicit price and demand assumptions for analyst review.
Adaptation Replace asset, return and portfolio-weight models and add energy-use constraints; compare budgets without predicting prices or dispatching equipment.
- 01
Specify purchasing rules and assumptions
- Input
- Historical energy prices, demand assumptions and purchasing rules
- Output
- Inspectable purchasing rules and assumptions
- Natural-language strategies and templatesNatural-language ideas to explicit rules + inspectable explanations
- 02
Replay historical price windows
- Input
- Inspectable purchasing rules and assumptions
- Output
- Purchasing scenario results by window
- Explainable portfolio backtest and replayHistorical rule replay + outcome and attribution comparison
- Announcement event studiesEvents aligned with historical values + windowed outcome analysis
- 03
Compare demand and cost parameters
- Input
- Purchasing scenario results by window
- Output
- Out-of-sample checks and cost sensitivity tables
- Strategy sweeps and walk-forward validationConstrained parameter comparison + out-of-sample checks
- Tiered yield scenario calculatorExplicit rate and duration assumptions + scenario estimates
- 04
Analyst reviews budget scenarios
Human review- Input
- Out-of-sample checks and cost sensitivity tables
- Output
- Confirmed budget assumptions and comparisons
Decided byAssigned reviewer or requesting user
- Budget and financial workbook generationExplicit assumptions to budget workbooks + formula consistency checks
03Parameters
Parameters
From the pack’s params.schema.json. Choose values to build a synthetic request.
skills/_pipelines/compare-rule-scenarios/params.schema.json
{
"synthetic": true,
"run_id": "synthetic-example",
"locale": "en",
"industry": "base",
"adapter_mode": "local",
"records": [
{
"id": "synthetic-record-1",
"synthetic": true,
"text": "Synthetic observation A: a draft needs review."
},
{
"id": "synthetic-record-2",
"synthetic": true,
"text": "Synthetic observation B: retain the unresolved question."
}
],
"decisions": {}
} 04Member components
Member components
-
Natural-language strategies and templates
Natural-language ideas to explicit rules + inspectable explanations
Working 1 pipeline -
Explainable portfolio backtest and replay
Historical rule replay + outcome and attribution comparison
Working 1 pipeline -
Announcement event studies
Events aligned with historical values + windowed outcome analysis
Working 1 pipeline -
Strategy sweeps and walk-forward validation
Constrained parameter comparison + out-of-sample checks
Working 1 pipeline -
Tiered yield scenario calculator
Explicit rate and duration assumptions + scenario estimates
Working 1 pipeline -
Budget and financial workbook generation
Explicit assumptions to budget workbooks + formula consistency checks
Prototype 1 pipeline
05Skills pack
Skills pack
Runnable reference on synthetic fixtures with tests. Domain contracts, services and approvals still need integration.
compare-rule-scenarios-1.0.0.zip
Contains SKILL.md, pipeline.json, params.schema.json, runner, tests, fixtures, integration checklist and sources.
Synthetic workflow reference; service integration pending
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