This example is a deterministic case study for the Workflow Console and defense demo. It uses local fixture documents, trusted Python sources, a typed issue_review interrupt, and a local JSON-backed issue board.

It does not call Google Drive, email, GitHub, or an LLM.

Sources

local.lda_docs: lists and reads deterministic project documents.
local.lda_report: analyses documents, builds the readiness report, creates proposed issue drafts, and finalises the report.
local.issue_board: writes selected issues to a local JSON file.

Workflow Definition

workflow.plan.json is generated from build_workflow.py. After changing the graph, regenerate and review the raw plan:

uv run python examples/lda_report_workflow/build_workflow.py

Product Path

From the repository root:

uv run wf --config examples/lda_report_workflow/wf.config.json config validate
uv run wf --config examples/lda_report_workflow/wf.config.json --local cap list --source local.lda_report
uv run wf --config examples/lda_report_workflow/wf.config.json --local artifact create-from-plan examples/lda_report_workflow/workflow.plan.json --artifact lda_report_case_study --version 1 --title "lda.chat Report Case Study" --outcome completed --outcome cancelled --binding local.lda_docs=local.lda_docs --binding local.lda_report=local.lda_report --binding local.issue_board=local.issue_board
uv run wf --config examples/lda_report_workflow/wf.config.json --local deploy save lda_report_case_study.default --artifact lda_report_case_study --version 1 --binding local.lda_docs=local.lda_docs --binding local.lda_report=local.lda_report --binding local.issue_board=local.issue_board
uv run wf --config examples/lda_report_workflow/wf.config.json --local run start lda_report_case_study.default --input-file examples/lda_report_workflow/run-input.json

The run stops at an issue_review interrupt. Inspect it:

uv run wf --config examples/lda_report_workflow/wf.config.json --local run inspect <run_id>

Resume with selected issues:

uv run wf --config examples/lda_report_workflow/wf.config.json --local run resume <run_id> --payload '{"approved":true,"selected_issue_ids":["risk-1"],"comment":"Create selected issues."}'

Cleanup

The example writes .wf_lda_report_store/ and issue-board.json, both ignored by git.