CRP Select Initiatives

Rank decarbonisation initiatives from an organisation's own emissions mix -- no questions asked.

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Selects the decarbonisation initiatives for an organisation's Carbon Reduction Plan by joining its Scope 1 and 2 emissions categories against initiative templates read live from the platform. Runs select_initiatives.py -- no vector search, no questions -- reading crp-data.json and writing crp-initiatives.json for downstream rendering. Which initiatives appear is deterministic: the category join, then the tonnage of the category each initiative targets, then what the measure is for (abatement, then measurement, then governance), with catch-all templates last. Within one category and one kind a model orders the candidates by which most directly acts on that emission source, because every candidate there shares the same tonnage and cost is anti-correlated with substance; it can only reorder what the join produced, any failure falls back to cost and time per category, and rankedCategories records which categories the model ordered. Never states or implies how much carbon an initiative would save.

carboninitiativesreductioncrp

Versions

v2 # Changelog ## 1.1.0 Reads candidate initiatives live through `qb.initiative_search` instead of from a bundled `initiative-corpus.json`/`initiative-index.json` pair; the generator that produced them, `tools/initiative-corpus`, is removed along with the two files. Selection policy is unchanged: caps, kind ordering, catch-all demotion and the per-category rerank all keep their behaviour and tests. A failed lookup now fails the step rather than yielding an empty list. ## 1.0.0 Added the initial workflow: deterministic candidate selection from the organisation's Scope 1 and 2 emissions mix against the bundled initiative corpus, per-category and overall caps, tonnage/cost/time ranking with catch-all templates sorted last. 8/25/2026
v1 # Changelog ## 1.0.0 Added the initial workflow: deterministic candidate selection from the organisation's Scope 1 and 2 emissions mix against the bundled initiative corpus, per-category and overall caps, tonnage/cost/time ranking with catch-all templates sorted last. 8/11/2026