[ 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.
0%
value alignment
share of the codebase's total contribution carried by shelfwright's functions
159
commits (fn + iterations)
159
functions owned
2545
lines
37530
calls
100%
reliability
2.1
avg ms
16
avg fn size (lines)
high-value work11%
debt-risk code4%
vanilla glue0%
45% dormant / freeloading
0% unique IP
100% without a test signal
Portfolio health
live states across 46 owned functions
Top performer 17
Fit 29
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.
- Over half the functions you touch have no test coverage signal — add characterization tests as you go.
- Keep investing where you are — your work concentrates on healthy, value-bearing code.
Portfolio
anonymized to role titles · real production functions| Employee | State | Debt | Split | Calls | Avg ms | Reliability | Contribution |
|---|---|---|---|---|---|---|---|
| journey_context · Records Clerk (reads) | Top performer | none | Technical | 6972 | 0.0 | 100% | |
| glyph_get · Records Clerk (reads) | Top performer | none | Technical | 6954 | 0.1 | 100% | |
| pairing_traits · Records Clerk (reads) | Top performer | none | Technical | 6648 | 0.0 | 100% | |
| article_read_min · Records Clerk (reads) | Top performer | none | Technical | 5323 | 0.2 | 100% | |
| article_short_version · Records Clerk (reads) | Top performer | none | Technical | 1993 | 0.0 | 100% | |
| article_related · Records Clerk (reads) | Top performer | none | Technical | 1993 | 0.1 | 100% | |
| article_get · Records Clerk (reads) | Top performer | none | Technical | 1993 | 0.7 | 100% | |
| pillar_word_count · Records Clerk (reads) | Top performer | none | Technical | 1966 | 0.5 | 100% | |
| partner_pair · Records Clerk (reads) | Top performer | none | Technical | 888 | 0.1 | 100% | |
| side_matches_find · Records Clerk (reads) | Top performer | none | Technical | 566 | 0.0 | 100% | |
| match_rule_eval · Records Clerk (reads) | Top performer | none | Technical | 385 | 0.0 | 100% | |
| registry_get · Records Clerk (reads) | Top performer | none | Technical | 305 | 0.0 | 100% | |
| series_list · Records Clerk (reads) | Top performer | none | Technical | 251 | 3.6 | 100% | |
| card_cluster · Records Clerk (reads) | Top performer | none | Technical | 209 | 0.1 | 100% | |
| article_get_2 · Records Clerk (reads) | Top performer | none | Technical | 209 | 0.8 | 100% | |
| get_3 · Records Clerk (reads) | Top performer | none | Technical | 118 | 0.0 | 100% | |
| json_singleton_get · Records Clerk (reads) | Top performer | none | Technical | 114 | 0.0 | 100% | |
| current_assignment_get · Records Clerk (reads) | Fit | none | Technical | 55 | 0.0 | 100% | |
| event_record · Records Clerk (writes) | Fit | none | Technical | 55 | 0.1 | 100% | |
| link_for_codes_gen · Records Clerk (reads) | Fit | none | Technical | 38 | 0.3 | 100% | |
| get_8 · Records Clerk (reads) | Fit | none | Technical | 32 | 0.2 | 100% | |
| icp_profile_get · Records Clerk (reads) | Fit | none | Technical | 30 | 0.0 | 100% | |
| get_6 · Records Clerk (reads) | Fit | none | Technical | 24 | 0.2 | 100% | |
| get_7 · Records Clerk (reads) | Fit | none | Technical | 23 | 0.4 | 100% | |
| get_9 · Records Clerk (reads) | Fit | none | Technical | 23 | 0.7 | 100% | |
| org_list_read · Records Clerk (reads) | Fit | none | Technical | 22 | 0.0 | 100% | |
| codes_from_data · Records Clerk (reads) | Fit | none | Technical | 22 | 2.3 | 100% | |
| denominator · Records Clerk (reads) | Fit | none | Technical | 20 | 0.0 | 100% | |
| funnel_counts · Records Clerk (reads) | Fit | none | Technical | 18 | 1.8 | 100% | |
| get_5 · Records Clerk (reads) | Fit | none | Technical | 17 | 0.7 | 100% | |
| regul_content_read · Records Clerk (reads) | Fit | none | Technical | 16 | 0.3 | 100% | |
| fallback_link_gen · Records Clerk (reads) | Fit | none | Technical | 15 | 0.0 | 100% | |
| get_4 · Records Clerk (reads) | Fit | none | Technical | 14 | 0.1 | 100% | |
| task_status_get · Records Clerk (reads) | Fit | none | Technical | 14 | 1.5 | 100% | |
| dashboard_penalties · Records Clerk (reads) | Fit | none | Technical | 14 | 7.7 | 100% | |
| get · Records Clerk (reads) | Fit | none | Technical | 10 | 0.9 | 100% | |
| attach · Records Clerk (reads) | Fit | none | Technical | 10 | 1.7 | 100% | |
| pace · Records Clerk (reads) | Fit | none | Technical | 9 | 0.1 | 100% | |
| budget_ok · Records Clerk (reads) | Fit | none | Technical | 9 | 0.2 | 100% | |
| spend · Records Clerk (writes) | Fit | none | Technical | 9 | 2.6 | 100% | |
| slots_extract_blocks · Records Clerk (reads) | Fit | none | Technical | 8 | 0.0 | 100% | |
| project_evaluate · Records Clerk (writes) | Fit | none | Technical | 12 | 609.2 | 100% | |
| pairing_coherence_note · Records Clerk (reads) | Fit | none | Technical | 7 | 0.0 | 100% | |
| announcement_list · Records Clerk (reads) | Fit | none | Technical | 7 | 0.2 | 100% | |
| findings · Records Clerk (reads) | Fit | none | Technical | 7 | 0.4 | 100% | |
| pairing_signature · Records Clerk (reads) | Fit | none | Technical | 7 | 1.7 | 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.