[ LIVE DEMO / COMMAND CENTER ]
One number for code health — and the KRs that move it
The same NSM/OKR command center every workspace gets, running on the CodeNSM codebase itself. Employee names are anonymized to role titles; the numbers are the real production distribution.
This is CodeNSM watching its own codebase — live, anonymized · names-only mode
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How CodeNSM works
? How to read this office roles & states, in plain English
Roles — what kind of worker each function is
Project ManagerRoutes work to the right people — controllers, views, dispatchers.
Specialist EngineerDoes the actual skilled work — computation, scoring, business rules.
Records Clerk (reads)Fetches files from the cabinets — reads from the database.
Records Clerk (writes)Files paperwork into the cabinets — writes to the database.
Security & ComplianceChecks credentials and paperwork — auth, validation, permissions.
External LiaisonTalks to the outside world — third-party APIs, webhooks, HTTP.
Comms RunnerCarries messages out — email, Slack, notifications, publishing.
TranslatorTurns one language into another — serialization, parsing, formatting.
Floor SupervisorWatches the floor — health checks, status, metrics, monitoring.
FacilitiesKeeps the office clean — cleanup, expiry, retries, flushing, logging.
AssociateVersatile hands — no dominant role signal yet.
States — how each worker is doing right now
Fithealthy
Snoozingunused 14+ days
Growing fatlow value, barely used
Stressedslow under load
Injury-proneerror rate above 5%
Quiet expertrare but critical
Top performercarries outsized value
// NORTH-STAR METRIC · Objective: Code-Health Index
100.0/100 · median function health, importance-weighted
The typical function in this codebase scores 100.0/100. Half of all functions fall between 99.1 and 100.0; 93% are healthy.
100% reliability
23234597 calls tracked
1053 employees on payroll
Key results this cycle
✓
KR1 · Reliability
100%
target 99%
✓
KR2 · Critical debt
0
target ≤ 0
✕
KR3 · Stressed workers
21
target ≤ 0
✕
KR4 · Payroll efficiency
49%
target 75%
Team health snapshot
walk the office floor →
Top performer 106
Fit 380
Quiet expert 0
Stressed 21
Injury-prone 5
Growing fat 0
Snoozing 541
Critical code employees
full roster →Why these: Top contribution share — successful, value-weighted, reliable, fast.
health_band
Floor SupervisorDetermines the band of a health metric Top performer debt none 5645893 calls0.0 ms
Floor SupervisorDetermines the band of a health metric Top performer debt none 5645893 calls0.0 ms
health_importance
Floor SupervisorCalculates importance of a health metric Top performer debt none 2857883 calls0.0 ms
Floor SupervisorCalculates importance of a health metric Top performer debt none 2857883 calls0.0 ms
health_eff_error
Floor SupervisorCalculates effective error rate for health Top performer debt none 2842898 calls0.0 ms
Floor SupervisorCalculates effective error rate for health Top performer debt none 2842898 calls0.0 ms
health_latency
Floor SupervisorCalculates latency score for health Top performer debt none 2842838 calls0.0 ms
Floor SupervisorCalculates latency score for health Top performer debt none 2842838 calls0.0 ms
health_reliability
Floor SupervisorCalculates reliability score for health Top performer debt none 2842838 calls0.0 ms
Floor SupervisorCalculates reliability score for health Top performer debt none 2842838 calls0.0 ms
// names anonymized to role titles in the public demo — per-function drill-downs (the personnel files) are available in your own workspace.
Needs optimization
stressed + injury-prone, busiest first
project_read
Security & ComplianceGets project info Stressed debt none 13 calls774.1 ms
Security & ComplianceGets project info Stressed debt none 13 calls774.1 ms
portal_staff_home
Security & ComplianceRenders staff home page for project managers Injury-prone debt emerging 11 calls7.1 ms
Security & ComplianceRenders staff home page for project managers Injury-prone debt emerging 11 calls7.1 ms
digest
Comms RunnerCarries messages out — email, Slack, notifications, publishing. Stressed debt none 8 calls1839.3 ms
Comms RunnerCarries messages out — email, Slack, notifications, publishing. Stressed debt none 8 calls1839.3 ms
portal_staff_check
Project ManagerChecks staff access for project managers Injury-prone debt emerging 8 calls0.0 ms
Project ManagerChecks staff access for project managers Injury-prone debt emerging 8 calls0.0 ms
project_snapshot
Records Clerk (writes)Snapshots a project Injury-prone debt emerging 8 calls896.7 ms
Records Clerk (writes)Snapshots a project Injury-prone debt emerging 8 calls896.7 ms
Freeloaders & snoozers
on payroll, not pulling weight — retire or re-purpose
tester_product_list
AssociateGenerate list of product names from string. Snoozing 0 calls0.0 ms
AssociateGenerate list of product names from string. Snoozing 0 calls0.0 ms
tester_can_use
Security & ComplianceCheck if code is usable for user. Snoozing 0 calls0.0 ms
Security & ComplianceCheck if code is usable for user. Snoozing 0 calls0.0 ms
tester_str
AssociateString representation of tester code. Snoozing 0 calls0.0 ms
AssociateString representation of tester code. Snoozing 0 calls0.0 ms
entitlement_save
Records Clerk (writes)Persist entitlement record with cleaned data. Snoozing 0 calls0.0 ms
Records Clerk (writes)Persist entitlement record with cleaned data. Snoozing 0 calls0.0 ms
entitlement_str
AssociateString representation of entitlement. Snoozing 0 calls0.0 ms
AssociateString representation of entitlement. Snoozing 0 calls0.0 ms
Quiet experts
rarely called, business-critical when they are — protect with testsNo quiet experts detected in this codebase.
Tech-debt ladder
debt-that-hurts = fragile × load-bearing1049
None
Clean — no error-weighted debt.
4
Emerging
First cracks; cheap to fix now.
0
Accruing
Interest is compounding — schedule it.
0
Critical
Load-bearing and failing — fix first.
Business vs technical split
the code you'd defend in diligence vs the glue around itUnique IP
44
Business logic
650
Technical
328
Vanilla integration
31
0%
test coverage signal
share of flow-analyzed functions with a test signal