[ LIVE DEMO / DEVELOPERS / SHELFWRIGHT ]
shelfwright
Data & storageThe records room: reads, writes, migrations, cabinets.
Fictional persona, real telemetry — think of shelfwright 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.
7%
value alignment
share of the codebase's total contribution carried by shelfwright's functions
439
commits (fn + iterations)
439
functions owned
9710
lines
4.2M
calls
99%
reliability
0.3
avg ms
22
avg fn size (lines)
high-value work8%
debt-risk code1%
vanilla glue0%
75% dormant / freeloading
0% unique IP
100% without a test signal
Portfolio health
live states across 60 owned functions
Top performer 36
Snoozing 13
Fit 10
Injury-prone 1
Top 3 things to work on
deterministic coaching — coaching, not surveillance- A quarter of your commits touch code that's now dormant — check demand before building; delete what didn't land.
- Little of your work lands on the functions that carry the product's value — re-anchor your queue on the top contributors.
- 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 |
|---|---|---|---|---|---|---|---|
| apply_payload · Records Clerk (writes) | Top performer | none | Technical | 772.2K | 0.0 | 100% | |
| billing_read · Records Clerk (reads) | Top performer | none | Technical | 771.4K | 0.0 | 100% | |
| plan_read · Records Clerk (reads) | Top performer | none | Technical | 771.3K | 0.0 | 100% | |
| usage_read · Records Clerk (writes) | Top performer | none | Technical | 764.1K | 0.0 | 100% | |
| absorb · Records Clerk (writes) | Top performer | emerging | Technical | 763.2K | 0.0 | 100% | |
| fn_file_churn · Records Clerk (reads) | Top performer | none | Technical | 67.8K | 0.0 | 100% | |
| journey_context · Records Clerk (reads) | Top performer | none | Technical | 52.5K | 0.0 | 100% | |
| glyph_get · Records Clerk (reads) | Top performer | none | Technical | 51.7K | 0.1 | 100% | |
| pairing_traits · Records Clerk (reads) | Top performer | none | Technical | 49.9K | 0.0 | 100% | |
| decide_2 · Records Clerk (writes) | Top performer | none | Technical | 12.6K | 16.8 | 100% | |
| session_for · Records Clerk (reads) | Top performer | none | Technical | 11.5K | 15.1 | 100% | |
| article_read_min · Records Clerk (reads) | Top performer | none | Technical | 9.6K | 0.3 | 100% | |
| ingest · Records Clerk (reads) | Top performer | none | Technical | 8K | 0.0 | 100% | |
| article_get · Records Clerk (reads) | Top performer | none | Technical | 5.7K | 0.9 | 100% | |
| get_icp · Records Clerk (reads) | Top performer | none | Technical | 5.5K | 0.0 | 100% | |
| control_2 · Records Clerk (reads) | Top performer | none | Technical | 4K | 2.6 | 100% | |
| infer_state · Records Clerk (reads) | Top performer | none | Technical | 4K | 0.2 | 100% | |
| decide · Records Clerk (reads) | Top performer | none | Technical | 4K | 3.0 | 100% | |
| page_zones · Records Clerk (reads) | Snoozing | none | Technical | 4K | 2.7 | 100% | |
| pillar_word_count · Records Clerk (reads) | Top performer | none | Technical | 3.2K | 0.5 | 100% | |
| icp_context · Records Clerk (reads) | Snoozing | none | Technical | 2.9K | 0.2 | 100% | |
| matches · Records Clerk (reads) | Snoozing | none | Technical | 2.8K | 0.0 | 100% | |
| concern_prior · Records Clerk (reads) | Top performer | none | Technical | 2.7K | 0.1 | 100% | |
| article_short_version · Records Clerk (reads) | Top performer | none | Technical | 2.7K | 0.0 | 100% | |
| article_related · Records Clerk (reads) | Top performer | none | Technical | 2.7K | 0.5 | 100% | |
| partner_pair · Records Clerk (reads) | Top performer | none | Technical | 1.6K | 0.5 | 100% | |
| side_matches_find · Records Clerk (reads) | Snoozing | none | Technical | 1.5K | 0.0 | 100% | |
| commit_enablement · Records Clerk (reads) | Top performer | none | Technical | 985 | 0.0 | 100% | |
| match_rule_eval · Records Clerk (reads) | Snoozing | none | Technical | 981 | 0.0 | 100% | |
| commit_read · Records Clerk (reads) | Snoozing | none | Technical | 755 | 0.0 | 100% | |
| series_list · Records Clerk (reads) | Top performer | none | Technical | 725 | 2.2 | 100% | |
| item · Records Clerk (reads) | Top performer | none | Technical | 650 | 73.3 | 100% | |
| article_get_2 · Records Clerk (reads) | Top performer | none | Technical | 579 | 0.7 | 100% | |
| project_evaluate · Records Clerk (writes) | Top performer | none | Technical | 528 | 130.2 | 100% | |
| icp_profile_get · Records Clerk (reads) | Top performer | none | Technical | 420 | 0.0 | 100% | |
| registry_get · Records Clerk (reads) | Snoozing | none | Technical | 417 | 0.0 | 100% | |
| usage_record · Records Clerk (writes) | Top performer | none | Technical | 358 | 1.8 | 100% | |
| get · Records Clerk (reads) | Top performer | none | Technical | 345 | 1.2 | 100% | |
| card_cluster · Records Clerk (reads) | Top performer | none | Technical | 328 | 0.3 | 100% | |
| grade · Records Clerk (reads) | Top performer | none | Technical | 250 | 0.2 | 100% | |
| billing_mark_overage · Records Clerk (reads) | Top performer | none | Technical | 237 | 1.1 | 100% | |
| render · Records Clerk (reads) | Top performer | none | Technical | 235 | 0.0 | 100% | |
| get_3 · Records Clerk (reads) | Snoozing | none | Technical | 224 | 0.0 | 100% | |
| json_singleton_get · Records Clerk (reads) | Snoozing | none | Technical | 222 | 0.0 | 100% | |
| task_status_get · Records Clerk (reads) | Top performer | none | Technical | 207 | 1.6 | 100% | |
| role_of · Records Clerk (reads) | Snoozing | none | Technical | 188 | 0.0 | 100% | |
| kpi_board · Records Clerk (reads) | Fit | none | Technical | 152 | 10.8 | 100% | |
| serve · Records Clerk (writes) | Injury-prone | none | Technical | 133 | 19.0 | 100% | |
| strings · Records Clerk (reads) | Snoozing | none | Technical | 121 | 0.0 | 100% | |
| dashboard_penalties · Records Clerk (reads) | Fit | none | Technical | 120 | 9.5 | 100% | |
| commit_qs · Records Clerk (reads) | Fit | none | Technical | 115 | 0.4 | 100% | |
| current_assignment_get · Records Clerk (reads) | Fit | none | Technical | 114 | 0.1 | 100% | |
| event_record · Records Clerk (writes) | Fit | none | Technical | 114 | 0.1 | 100% | |
| attach · Records Clerk (reads) | Fit | none | Technical | 113 | 0.9 | 100% | |
| link_for_codes_gen · Records Clerk (reads) | Snoozing | none | Technical | 106 | 0.3 | 100% | |
| meter · Records Clerk (writes) | Snoozing | none | Technical | 103 | 2.9 | 100% | |
| get_8 · Records Clerk (reads) | Fit | none | Technical | 92 | 0.5 | 100% | |
| dept_context · Records Clerk (reads) | Fit | none | Technical | 85 | 1.4 | 100% | |
| bfs_reachable · Records Clerk (reads) | Fit | none | Technical | 80 | 0.0 | 100% | |
| get_6 · Records Clerk (reads) | Fit | none | Technical | 75 | 0.2 | 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.