Nishi Family › Ops › Ecosystem Scorecard
Operator mandate (2026-07-20): "industry benchmarking of ecosystems … sovereign versions of state of the art tooling … proper non‑navel‑gazing grading and evidence, from god up." So we do not invent a ruler. We take the real external battery — SQALE/SonarQube, OpenSSF Scorecard, CISQ ISO/IEC 5055, ISO/IEC 25010, DORA, CHAOSS — carry their published thresholds as data, and build our own sovereign implementation of each. Served live by the nx_eco_scorecard MCP tool. Zero third-party code, all-integer.
| industry standard | what it measures | published threshold | our sovereign version | status |
|---|---|---|---|---|
| SQALE / SonarQube TD-ratio | maintainability debt density | A≤5% B≤10% C≤20% D≤50% E>50% (30 min/LOC dev cost) | nx_eco_scorecard sovereign SQALE | PARTIAL |
| SonarQube duplication gate | duplicated code ratio | quality gate ≤3% duplicated lines | nx_dup_source_check + scorecard ratio | PARTIAL |
| ISO/IEC 25010 | 8 product-quality characteristics | conformance quality model | nx_ecosystem_maturity_rollup (22 domains) | PARTIAL |
| CISQ / ISO/IEC 5055 | CWE structural weaknesses across Reliability, Security, Performance, Maintainability | weakness count → 0 | nx_cwe_scan — sovereign scanner, gate 6/6 | PARTIAL |
| OpenSSF Scorecard | 18 supply-chain / security checks | risk-weighted aggregate /10 (Crit 10 · High 7.5 · Med 5 · Low 2.5) | scorecard openssf map (18/18 mapped) | PARTIAL |
| Maintainability Index | Halstead + cyclomatic + LOC | >19 healthy (Microsoft) | — not built — | GAP |
| DORA / Accelerate | deploy freq, lead time, CFR, MTTR | Elite performer bands | nx_dora + /dora | PARTIAL |
| CHAOSS | ecosystem / community health | metric-model set | standup + coordination planes | PARTIAL |
Every GAP is a filed rung with an owner, never an omission — per the standing law that anything below state of the art is a backlog item, not a design choice.
Computed in SonarQube's own form: 11,940 remediation minutes / (30 min-per-LOC × 16,774 organs × 120 LOC) = 0‰ debt density → rating A. Constants are disclosed in the output, not buried. The honest reading: SQALE measures debt density against total development effort, not absolute hazard — and our CWE weakness detectors are a declared GAP, so undetected debt is not in the numerator. An A here means our named debt is small relative to a large codebase, not that the code is clean.
39 duplicate basenames over 16,774 organs = 2‰, comfortably inside SonarQube's 30‰ gate — PASS. We do not let that flatter us: SonarQube counts duplicated lines, whereas ours are whole-file collisions in the build tree, and each one is a build-resolution landmine (a rebuild can silently pick the stale twin — one already detonated the management control plane). Passing the line-ratio gate does not clear the hazard, so it stays separately graded at severity 8.
The denominator is the whole organ population, not a flattering subset: the scorecard walks the live source tree itself and counted 16,774 organs — independently corroborating the atlas from-god graph (~16.6k nodes / ~42.9k edges at last ingest), where every organ traces its lineage root-to-god. Self-measured scope is what makes the grade auditable rather than asserted.
Thresholds are the published external ones, carried as rows in the native sovereign seg-store plane knowledge/store/ecobench- (with openssf- and favela-) — zero .tsv, per the standing “no tsv, nishi formats” law. Migrated data-lossless and round-trip-verified by nx_tsv_migrate; the live grade was byte-for-byte unchanged across the migration, which is how we know it was faithful. OpenSSF scores are self-assessed, not an upstream run. SQALE constants are disclosed estimates. A value of −1 means the evidence file was absent = UNMEASURED, never a silent zero. The scorecard fails closed: no battery manifest → RED, no grade without data. Gate nx_eco_scorecard_gate GREEN 7/7 — every formula checked against a hand-computed answer, including the failing direction of the duplication gate. Companion lens: the graphics board applies the same presence-versus-reality discipline to rendering.
Measured, never asserted · external-anchored, never self-invented · generated 2026-07-20.