Process
By date
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-23T00:52Z | brainstorm | Fadel M. Megahed | M3 (R package decisionqc) starts with a brainstorm, while the paper tasks of Claude Code are on hold (D135). fmm gave the first scope: two routes (ellmer and httr2, or a C or Rust backend), JEV-like models for text and images, open models through Ollama, Hugging Face and llama.cpp, calibration, reports of performance, cost and speed, and a GUI. Outside the package: a vignette, a Shiny app on a Hugging Face Space that runs on a CPU, and an agent skill that optimizes the descriptions. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-23T03:36Z | plan | Claude Code (Opus 5.5) | The brainstorm of M3 ends: fmm approved the design of the R package decisions (D183), after D136 to D182. A fresh reviewer read the design as a builder; fmm answered its open questions and 15 open items with multiple-choice questions. Claude Code now writes the implementation plan. | plans/2026-10-23-decisions-package-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-23T03:50Z | build | Claude Code (Opus 5.5) | fmm approved the plan of the package decisions and chose subagent-driven execution (D187). Claude Code builds the package task by task, with a fresh implementer and a review for each task, in the local folder decisions (back-filled). | plans/2026-10-23-decisions-package-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T01:31Z | evaluate | Claude Code (Opus 5.5) | Vignette 5 reaches its one-time test. Tasks 1 to 12b are reviewed; the four gpt-6-luna loops are blind (D197); the 15 setups are fixed by an md5 manifest and calibrate with Platt targets (D200). A dry run checked the setups and the 1,028 test rows per model with no call. evaluate_once() now scores the test rows of Jev, gpt-6-luna and Clef-Flash once. | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T03:03Z | build | Claude Code (Opus 5.5) | The package decisions is built and reviewed (Tasks 1 to 13 of the plan): 14 exported functions, six vignettes, four datasets and the agent skill. A final whole-branch review found no critical issue; its fixes passed a scoped re-review. R CMD check --as-cran gives 0 errors and 0 warnings. A clean-session rerun of vignette 5 from its state files sent 0 requests and gave byte-identical results. Claude Code hands the package folder to fmm for the test with the code of vignette 5 (D158). | plans/2026-10-23-decisions-package-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T15:14Z | build | Claude Code (Opus 5.5) | End of milestone M3: the package decisions 0.1.0 passed the final checks on 141eb1d (local --as-cran, GitHub Actions, R-hub and win-builder: only the new-submission note), and fmm submits it to CRAN. The build ledger, with the CRAN preparation and the commit map of D206, is copied to the record (D204). | plans/2026-10-23-decisions-package-ledger.md, project/roadmap.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
By stage
brainstorm
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-23T00:52Z | brainstorm | Fadel M. Megahed | M3 (R package decisionqc) starts with a brainstorm, while the paper tasks of Claude Code are on hold (D135). fmm gave the first scope: two routes (ellmer and httr2, or a C or Rust backend), JEV-like models for text and images, open models through Ollama, Hugging Face and llama.cpp, calibration, reports of performance, cost and speed, and a GUI. Outside the package: a vignette, a Shiny app on a Hugging Face Space that runs on a CPU, and an agent skill that optimizes the descriptions. | - | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
plan
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-23T03:36Z | plan | Claude Code (Opus 5.5) | The brainstorm of M3 ends: fmm approved the design of the R package decisions (D183), after D136 to D182. A fresh reviewer read the design as a builder; fmm answered its open questions and 15 open items with multiple-choice questions. Claude Code now writes the implementation plan. | plans/2026-10-23-decisions-package-design.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
build
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-23T03:50Z | build | Claude Code (Opus 5.5) | fmm approved the plan of the package decisions and chose subagent-driven execution (D187). Claude Code builds the package task by task, with a fresh implementer and a review for each task, in the local folder decisions (back-filled). | plans/2026-10-23-decisions-package-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T03:03Z | build | Claude Code (Opus 5.5) | The package decisions is built and reviewed (Tasks 1 to 13 of the plan): 14 exported functions, six vignettes, four datasets and the agent skill. A final whole-branch review found no critical issue; its fixes passed a scoped re-review. R CMD check --as-cran gives 0 errors and 0 warnings. A clean-session rerun of vignette 5 from its state files sent 0 requests and gave byte-identical results. Claude Code hands the package folder to fmm for the test with the code of vignette 5 (D158). | plans/2026-10-23-decisions-package-plan.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
| 2026-10-24T15:14Z | build | Claude Code (Opus 5.5) | End of milestone M3: the package decisions 0.1.0 passed the final checks on 141eb1d (local --as-cran, GitHub Actions, R-hub and win-builder: only the new-submission note), and fmm submits it to CRAN. The build ledger, with the CRAN preparation and the commit map of D206, is copied to the record (D204). | plans/2026-10-23-decisions-package-ledger.md, project/roadmap.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |
evaluate
| Time (UTC) | Stage | Who | What happened | Records | Session |
|---|---|---|---|---|---|
| 2026-10-24T01:31Z | evaluate | Claude Code (Opus 5.5) | Vignette 5 reaches its one-time test. Tasks 1 to 12b are reviewed; the four gpt-6-luna loops are blind (D197); the 15 setups are fixed by an md5 manifest and calibrate with Platt targets (D200). A dry run checked the setups and the 1,028 test rows per model with no call. evaluate_once() now scores the test rows of Jev, gpt-6-luna and Clef-Flash once. | project/decisions.md | b36ad167-66f5-45af-9d6c-bf3f817c6f58 |