CodeNSM
[ LIVE DEMO / DEVELOPERS / PORTSMITH ]

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portsmith

API & integrations

Everything that talks to the outside world, in either direction.

Fictional persona, real telemetry — think of portsmith as one of the AI coding personas that wrote this codebase. Every function below (and all its iterations) is real production code attributed to the persona who'd own it.

2% value alignment

share of the codebase's total contribution carried by portsmith's functions

157
commits (fn + iterations)
157
functions owned
2946
lines
869.6K
calls
100%
reliability
0.7
avg ms
19
avg fn size (lines)
high-value work8%
debt-risk code3%
vanilla glue26%
69% dormant / freeloading 0% unique IP 100% without a test signal

Portfolio health

live states across 21 owned functions
Top performer 12 Snoozing 2 Fit 7

Top 3 things to work on

deterministic coaching — coaching, not surveillance
  1. A quarter of your commits touch code that's now dormant — check demand before building; delete what didn't land.
  2. Little of your work lands on the functions that carry the product's value — re-anchor your queue on the top contributors.
  3. Over half the functions you touch have no test coverage signal — add characterization tests as you go.

Portfolio

anonymized to role titles · real production functions
Employee State Debt Split Calls Avg ms Reliability Contribution
parse_payload · Translator Top performer none Technical 763.2K 0.0 100%
account_api · External Liaison Top performer none Vanillaintegration 32.4K 0.0 100%
issuer_id · External Liaison Top performer none Vanillaintegration 31.2K 0.0 100%
auth_client · External Liaison Top performer none Vanillaintegration 25.1K 0.0 100%
github_fn_short · External Liaison Top performer none Vanillaintegration 6.1K 0.0 100%
from_change_risk · Translator Top performer none Technical 2.5K 0.0 100%
github_extract_fns · External Liaison Top performer none Vanillaintegration 2.4K 0.6 100%
from_dormancy · Translator Top performer none Technical 2.2K 0.0 100%
github_file_hint · External Liaison Top performer none Vanillaintegration 1.2K 0.0 100%
clerk_page · External Liaison Top performer none Vanillaintegration 499 8.2 100%
github_parse_dt · External Liaison Snoozing none Vanillaintegration 416 0.2 100%
jwks_url_fetch · External Liaison Top performer none Vanillaintegration 365 0.2 100%
role_in_org · Comms Runner Top performer none Technical 315 0.0 100%
org_list_read · Comms Runner Fit none Technical 170 0.1 100%
github_api_get · External Liaison Fit emerging Vanillaintegration 196 618.6 96%
hook · External Liaison Fit none Vanillaintegration 104 1.7 100%
from_recommendation · Translator Fit none Technical 102 0.0 100%
github_module_paths · External Liaison Snoozing none Vanillaintegration 98 0.0 100%
slack_digest_send · External Liaison Fit none Vanillaintegration 80 0.7 100%
slack_alert_send · External Liaison Fit none Vanillaintegration 80 1.6 100%
slack_snapshot_handle · External Liaison Fit none Vanillaintegration 80 2.3 100%

// rows aren't clickable in the public demo — per-function drill-downs (personnel files with root-cause, trend and AI fix prompts) are available in your own workspace.

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