Codex Weekly Usage — August 17–23, 2026
Executive summary
Hyphenomenon product and reporting led the observed week, with Rock Paper Scissors operations as the second major thread.
295 active structured summaries resolve into 6 public work arcs. Review and quality assurance is the strongest observed work-mode signal. 6 outcome or decision signals were identified, with 5 follow-ups still open.
Codex execution telemetry is supporting evidence, not a measure of productivity, duration, or the week's value.
Distinct public work threads supported by retained Skysight summaries.
Public-safe outcomes or decisions supported by observed context.
Follow-ups the observed record does not show as resolved.
Top-level Codex tasks recorded in local execution logs; not a productivity score.
What shaped the week
Major work arcs
Hyphenomenon product and reporting and Rock Paper Scissors operations are the two largest observed arcs by retained summary mentions. Counts can overlap and do not represent duration.
Observed evidence by work arc
Retained structured-summary mentions; overlapping evidence, not time allocation.
Hyphenomenon product and reporting
135 observedProduct-system review, reporting strategy, and project sequencing.
Rock Paper Scissors operations
122 observedCatalog quality review and wholesale or fulfillment preparation.
Product strategy
57 observedProduct framing, research, and strategic decision-making.
3 additional work arcsLower-volume observed threads remain available without competing with the primary arcs.
Research and administration
45 observedResearch, purchasing, and administrative follow-through.
Other observed work
25 observedObserved work that did not match a named public reporting arc.
Mailbox and customer operations
2 observedMailbox, customer-support, and operational follow-through.
Outcomes and decisions
Catalog image quality finding
AdvancedAccepted the main product image while identifying framed mockups that still needed follow-up.
Faire fulfillment input prepared
AdvancedPrepared the pick-list input for a size-counting and fulfillment task.
Project boundaries clarified
CompletedSeparated consolidation, component refinement, source migration, and reporting-standard work into clearer scopes.
Implementation sequence authorized
CompletedClarified the project sequence and authorized the next implementation steps.
Delivery and implementation progress
AdvancedRetained summaries indicate implementation, publication, deployment, or other delivery progress.
Review and verification decision
AdvancedRetained summaries indicate an approval, acceptance, verification, or passed review gate.
Next steps and open loops
Framed-mockup remediation
OpenDetermine the remaining scope and complete the framed-mockup quality remediation.
Pick-list size totals
OpenComplete and verify the size totals requested from the Faire pick list.
Outstanding follow-through
OpenRetained summaries identify work that remained pending or still needed follow-through.
Unresolved quality or reliability issue
OpenRetained summaries identify an unresolved issue, defect, failure, or remediation need.
Protected workflow confirmation
OpenOne protected workflow ended without a captured final confirmation. Its subject remains excluded from the public report.
How the observed week unfolded7 day summaries
Aug 17
Hyphenomenon product and reporting + Rock Paper Scissors operations
53 active summaries, led by review and quality assurance signals. 15 additional observed summaries were protected.
Aug 18
Hyphenomenon product and reporting + Research and administration
56 active summaries, led by review and quality assurance signals. 19 additional observed summaries were protected.
Aug 19
Rock Paper Scissors operations + Hyphenomenon product and reporting
56 active summaries, led by operations and fulfillment signals. 16 additional observed summaries were protected.
Aug 20
Rock Paper Scissors operations + Other observed work
31 active summaries, led by operations and fulfillment signals. 23 additional observed summaries were protected.
Aug 21
Hyphenomenon product and reporting + Rock Paper Scissors operations
6 active summaries, led by review and quality assurance signals. 2 additional observed summaries were protected.
Aug 22
Hyphenomenon product and reporting + Rock Paper Scissors operations
46 active summaries, led by review and quality assurance signals. 1 additional observed summary was protected.
Aug 23
Product strategy + Rock Paper Scissors operations
47 active summaries, led by review and quality assurance signals. 16 additional observed summaries were protected.
How to read this evaluationWork-mode signals, protected context, and evidence limits
Observed work-mode signals
Overlapping summary-level signals, not duration or a complete time sheet.
Privacy and evidence boundary
92 observed summaries were excluded from public topic analysis. Their time positions remain visible so the report does not mislabel protected context as missing or inactive.
This evaluation is derived from retained Skysight titles, descriptions, application metadata, and current-window recording summaries. It describes observed evidence, not a complete time sheet, and does not infer activity inside uncovered intervals.
Evidence appendix
Repository activity, delivery records, source evidence, and technical diagnostics support the evaluation without competing with its first read.
Explore supporting evidenceExecution, delivery, Skysight source context, and technical telemetry
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.
Output Shape
Compare the rollouts carrying the largest patches with the mix of file categories touched.
File Touch Mix
File touches grouped by category; exact counts and share of retained touches.
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
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.
Skysight Evidence Across The Week
This evidence view locates the public work arcs and protected-context positions that support the synthesis. The calendar grid is not expected computer activity, and values are not duration.
Hyphenomenon product and reporting
Rock Paper Scissors operations
Product strategy
Research and administration
Other observed work
Mailbox and customer operations
Protected context
| Work domain | 12–4a | 4–8a | 8a–12p | 12–4p | 4–8p | 8p–12a |
|---|---|---|---|---|---|---|
| Hyphenomenon product and reporting | Hyphenomenon product and reporting, 12–4a: 2 summary mentions | Hyphenomenon product and reporting, 4–8a: 27 summary mentions | Hyphenomenon product and reporting, 8a–12p: 37 summary mentions | Hyphenomenon product and reporting, 12–4p: 47 summary mentions | Hyphenomenon product and reporting, 4–8p: 22 summary mentions | Hyphenomenon product and reporting, 8p–12a: zero matches within retained summaries |
| Rock Paper Scissors operations | Rock Paper Scissors operations, 12–4a: zero matches within retained summaries | Rock Paper Scissors operations, 4–8a: 22 summary mentions | Rock Paper Scissors operations, 8a–12p: 64 summary mentions | Rock Paper Scissors operations, 12–4p: 32 summary mentions | Rock Paper Scissors operations, 4–8p: 4 summary mentions | Rock Paper Scissors operations, 8p–12a: zero matches within retained summaries |
| Product strategy | Product strategy, 12–4a: zero matches within retained summaries | Product strategy, 4–8a: 2 summary mentions | Product strategy, 8a–12p: 8 summary mentions | Product strategy, 12–4p: 21 summary mentions | Product strategy, 4–8p: 26 summary mentions | Product strategy, 8p–12a: zero matches within retained summaries |
| Research and administration | Research and administration, 12–4a: zero matches within retained summaries | Research and administration, 4–8a: 16 summary mentions | Research and administration, 8a–12p: 10 summary mentions | Research and administration, 12–4p: 9 summary mentions | Research and administration, 4–8p: 10 summary mentions | Research and administration, 8p–12a: zero matches within retained summaries |
| Other observed work | Other observed work, 12–4a: zero matches within retained summaries | Other observed work, 4–8a: zero matches within retained summaries | Other observed work, 8a–12p: 8 summary mentions | Other observed work, 12–4p: 14 summary mentions | Other observed work, 4–8p: 3 summary mentions | Other observed work, 8p–12a: zero matches within retained summaries |
| Mailbox and customer operations | Mailbox and customer operations, 12–4a: zero matches within retained summaries | Mailbox and customer operations, 4–8a: 2 summary mentions | Mailbox and customer operations, 8a–12p: zero matches within retained summaries | Mailbox and customer operations, 12–4p: zero matches within retained summaries | Mailbox and customer operations, 4–8p: zero matches within retained summaries | Mailbox and customer operations, 8p–12a: zero matches within retained summaries |
| Protected context | Protected context, 12–4a: 1 withheld summary mention | Protected context, 4–8a: 21 withheld summary mentions | Protected context, 8a–12p: 17 withheld summary mentions | Protected context, 12–4p: 26 withheld summary mentions | Protected context, 4–8p: 23 withheld summary mentions | Protected context, 8p–12a: 4 withheld summary mentions |
Structured Evidence Coverage
Codex Execution Activity
Token and hourly activity describe the agent execution layer. They are supporting diagnostics, not a measure of the week's value, duration, or human productivity.
Token Usage
Cumulative runtime counters are differenced per rollout. Repeated snapshots are ignored; cached input stays visible instead of being mistaken for fresh context.
Token Usage
Retained local Codex telemetry only; not an account-wide usage or billing statement.
- Input
- 3,435,372,534
- Cached input
- 3,331,392,768
- Non-cached input
- 103,979,766
- Output
- 8,658,303
- Reasoning output
- 2,573,568
Cached input is 97% of input. Reasoning output is included within output tokens.
Tokens By Day
Processed input plus output assigned to the local day of each positive cumulative-counter increment.
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 Aug 1710
- Tue Aug 187
- Wed Aug 1912
- Thu Aug 205
- Fri Aug 211
- Sat Aug 225
- Sun Aug 236
Each count is a de-duplicated session start assigned to that local calendar day.
Total: 20,785 tool calls. “c” marks successful commit operations in that hour.
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.