Codex Weekly Usage — July 27–August 2, 2026
A distributed delivery week across Hyphenomenon, Shopify Headless, and multi-mailbox-ops: 13 de-duplicated sessions across 24 rollout logs, verified delivery traces for three repositories, and Chronicle evidence spanning software, storefront, print, and wholesale work.
De-duplicated by session_meta.session_id; 24 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 multi-mailbox-ops 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 274
- Tue Jul 281
- Wed Jul 290
- Thu Jul 301
- Fri Jul 313
- Sat Aug 10
- Sun Aug 24
Each count is a de-duplicated session start assigned to that local calendar day.
Total: 4,909 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.
Delivery Extended Beyond One Repository
Hyphenomenon accounts for 40.7% of tool calls, Shopify Headless 37.4%, and multi-mailbox-ops 16.2%; another 280 calls (5.7%) remain outside resolved git metadata. Turn-context evidence is similarly distributed across Shopify Headless, Hyphenomenon, multi-mailbox-ops, and projectless work. Successful delivery output names all three resolved repositories, while the unassigned bucket remains deliberately unclaimed.
Output Shape
Compare the rollouts carrying the largest patches with the mix of file categories touched.
Patch Churn By Rollout
Top-level | hyphenomenon
Top-level | hyphenomenon
Top-level | shopify-headless
Top-level | shopify-headless
Top-level | Outside git metadata
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 54 successful commit operations, 49 successful content pushes, five successful branch-cleanup pushes, and two successful pull-request operations. Eleven content-push and 61 pull-request operations have unknown outcomes, so successful repository delivery is narrower than the full operation ledger. The counts prove execution traces, not independent features or elapsed effort.
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.
Chronicle Context Across The Week
These panels are calculated directly from persisted Chronicle summaries. Lane counts overlap and are not duration.
Work Lane Mentions
Evidence Coverage
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.