SuperAPI AI Directory

aisdlc-project-discover-products-aggregation

Agents & models

View repository

Updated 10-16 09:56

About this skill

aisdlc-project-discover-products-aggregation (Step5: Business module aggregation and convergence)

Overview

The goal of the Products layer is a "governable business map", not listing all feature names. Too many will make the map ineffective; it is recommended to converge to ≤ 6(if convergence is impossible, the reason and the governance recommendation entry point must be stated).

At the start, announce:"I am using the aisdlc-project-discover-products-aggregation skill to reverse-engineer business modules from code facts and converge the number."

Clue priority (from strong to weak)

  1. Data ownership (strongest): which module primarily writes which core objects (from contracts/data/*)
  2. External capability boundary: which APIs are stable commitments (from contracts/api/*)
  3. Organizational boundary: the module group owned by the Owner/team
  4. Runtime boundary: independent deployment/scaling/SLO (if present)

Output files

  • .aisdlc/project/products/index.md(optional but recommended)
  • .aisdlc/project/products/{module}.md(one page per business module)

Minimal template (copyable)

products/index.md

product_module owner key_components key_data_ownership key_contracts status
../components/... ../contracts/data/... ../contracts/api/... - [ ]

products/{module}.md

  • Business boundary: In/Out (one sentence + link to evidence entry point)
  • Hosting components (entry point): link to ../components/*
  • Data ownership (entry point): link to ../contracts/data/*
  • External capabilities (entry point): link to ../contracts/api/*
  • Key terms (entry point): link to ../memory/glossary.md

Convergence strategy (the <= 6 approach)

  • First cluster by "data ownership", then correct boundaries using "external capabilities"
  • Prioritize merging fragmented modules that are "only called internally, have no data ownership, and have no stable external contract"
  • Keep business modules with "many cross-team interfaces/clear data ownership/stable external commitments" as first-level

What to do if convergence is impossible ( >6 is allowed, but must be stated)

In products/index.md add a section at the top titled "Reasons for non-convergence and governance entry point"; common acceptable reasons:

  • Hard requirements for compliance isolation/data isolation
  • Data ownership is naturally split and cannot be merged in the short term
  • Strong organizational boundary constraints (multiple independent teams/domains)

And provide governance recommendation entry points (e.g., links to ADR/migration roadmap/organizational alignment meeting minutes); do not leave empty TODOs.

Red flag checklist (if any one appears: stop and correct)

  • Writing the product layer as a "complete feature list" (the map should be short)
  • The number of business modules keeps expanding and there is no convergence strategy
  • The products page copies details from component pages/contract pages (it should only link to entry points)