Codex Weekly Usage — July 20–26, 2026
A storefront-heavy week spanning Shopify Headless and Hyphenomenon: 17 de-duplicated Codex sessions across all seven days, balanced application and documentation work, verified delivery traces for two repositories, and a complete Chronicle coverage gap.
De-duplicated by session_meta.session_id; 17 active rollout log files are tracked separately.
Verified from terminal outcomes; operations are not independent feature units.
Unique paths in successful patch-application records.
hyphenomenon and shopify-headless
Activity By Day And Clock Hour
The day row shows each date in the report window. The hour chart below combines the same clock hour across all seven days; it is not a single-day timeline.
- Mon Jul 207
- Tue Jul 211
- Wed Jul 222
- Thu Jul 231
- Fri Jul 241
- Sat Jul 252
- Sun Jul 263
Each count is a de-duplicated session start assigned to that local calendar day.
Total: 7,384 tool calls. “c” marks successful commit operations in that hour.
Where The Work Landed
Repository activity and changed lines show which codebases received attention during the report window.
Tool Calls By Repository
Working repository resolved from tool workdir or turn context.
Patch Churn By Repository
Added plus removed lines recorded in patch inputs.
Output Shape
Compare the rollouts carrying the largest patches with the mix of file categories touched.
Patch Churn By Rollout
Top-level | shopify-headless
Top-level | hyphenomenon
Top-level | shopify-headless
Top-level | hyphenomenon
Top-level | Outside git metadata
Top-level | shopify-headless
Top-level | hyphenomenon
File Touch Mix
Verified Delivery Ledger
Outcomes come from terminal return records. Intent-only command counts remain in the technical appendix.
Command Outcomes
Repositories In Successful Push Output
Verification Was Part Of The Work
Terminal records include 90 successful commit operations, 80 successful content-push operations, 35 successful pull-request operations, and three successful branch-cleanup pushes. The same evidence retains unknown, pending, and failed outcomes—including five content pushes that ended in long-running handoffs—so it would be wrong to claim every attempted operation completed. Operation counts are execution evidence, not independent feature units.
Agent Stack Used
Observed runtime evidence only; the available catalog is excluded. Status chips distinguish completed calls, skill loads, and explicit requests.
- Invoked means a completed runtime call was recorded.
- Loaded means a skill file was read or discovered.
- Requested marks an explicit skill request in the source.
- The logs do not preserve a reliable causal chain between every layer, so the diagram shows observed layers rather than inventing one.
Apps and Connectors
Completed connector calls recorded by the runtime.
Tool Providers
Completed MCP provider calls, grouped by server namespace.
Skills
Explicitly requested or loaded skills; application is not inferred.
Technical Telemetry
Raw tool, event, workspace, and patch diagnostics used to audit the analyzer. These counts are intentionally secondary to outcomes.
Tool Surfaces
Function Calls
Custom Tool Calls
Specific custom calls and their share of all recorded tool events.