UNiDAYS PRD_OpsCaseHandler · 43 nodes · Customer care In production Turns an account manager's email into a correctly-formed Salesforce case: extracts the fields, verifies the contact and partner account, asks back only for what is missing, creates the case with attachments, and confirms with the case link. — 3 tasks (3 completed) in the 30 days to 2026-08-10; 0 tasks in the 14 days to 2026-07-13 — production wiring live but near-idle
PRD_OpsCaseHandlerno measured cost 1 Intake the ADM's email; pull stored thread context from Airtable 2 Extract case fields; look up the contact and related accounts in Salesforce 3 Check completeness of required case fields; reply asking only for what is missing 4 Determine the relevant partner account 5 Create the case in Salesforce and attach files 6 Generate the case URL, confirm to the ADM by email, and log every step to Airtable Where the money goes · per run Step type Count Rate Subtotal Code / integration steps 29 $0.025 $0.725 Model calls · standard tier 5 $0.1 $0.5 Model calls · mid tier 8 $0.2 $1.6 Document parses 1 $0.2 $0.2 Rate-card estimate (standard tier) $3.03
Full graph at rate card: 29 code/integration x $0.025 = $0.725; 5 std x $0.10 = $0.50; 8 mid x $0.20 = $1.60; parse $0.20; total $3.03 ceiling. Costliest single lane: 19 nodes = 10 code ($0.25) + 4 std ($0.40) + 4 mid ($0.80) + parse ($0.20) = $1.65 — only one of the four duplicated Sonnet completeness checkers fires on any run. Code/integration 29 = 26 tool nodes (9 Gmail reply, 6 Airtable RecordCreate, 1 Airtable GetRecords, 2 S3, 8 Salesforce actions) + 3 rule_based conditions; std 5 = BeamTaskURLGenerator on GPT40 + 4 llm_based conditions on GPT4_1_MINI; mid 8 = every heavy prompt node on BEDROCK_CLAUDE_SONNET_4_5 (case-info extractor, 4x completeness checker, account-relevance determiner, 2x case-URL generator) — Sonnet-as-mid is INFERRED by analogy to the rate table's 'GPT-5 / Gemini 2.5 Pro = mid' examples, lower confidence. No measured per-run figure exists (catalog cost_basis 'none'); menu-price fallback applies. Note the structural inefficiency: mid-tier prompts generating URLs — work Wünsche does in $0.025 code nodes — puts ~$1.60 of the $3.03 ceiling on Sonnet.
Models seen in the graph: preferredModel: GEMINI_3_FLASH x26 (integration nodes), BEDROCK_CLAUDE_SONNET_4_5 x8 (all substantive prompt nodes), GPT40 x1; conditions: 4 llm_based + 3 rule_based, all with llmModel GPT4_1_MINI
Graph read: 04-agents/unidays-workspace/ops-case-handler-live-prod/agent.json (43 nodes, graph 64de5093, nodes edited to 2026-04-30 — the newest graph; the 64-node agent.new.json is an OLDER draft graph 1aee2d88, do not use it)
What a copycat build should know Salesforce three-hop identity resolution: search contact by ADM email, search account type with relation, search related accounts — then a Sonnet 'AccountRelevanceDeterminer' picks the partner account where record type is Partner. The lookup chain is integrations; only the final judgment is a model. Zero CodeExecutor nodes — even Salesforce case-URL and Beam task-URL generation are prompt nodes; the 27-cx overview contrasts this 0 with Wünsche's 10 on the same line ('an order of magnitude apart in determinism') — a copycat should move that work into code. The completeness-check prompt (required fields varying by Production Ops Type — Perk Changes vs Misc Changes, End Date only required when Perk Type = Boost, NA-normalization) exists as FOUR verbatim Sonnet copies in one graph, one per branch — the overview calls it 'a config file waiting to be extracted'. Ask-only-for-what's-missing chasing: 9 GmailAction_ReplyEmail variants cover missing-info, wrong-contact, contact-not-found and confirmation cases; Airtable doubles as thread-context store (GetRecords by thread ID on intake) and per-step audit log (6 RecordCreate). Lessons from the client record Production wiring live but near-idle: 3 tasks (3 completed) in 30 days to 2026-08-10, 0 in the prior 14-day window — usable as a case-creation pattern proof for Salesforce, never as volume evidence. Duplicated prompts drift: four verbatim completeness checkers mean four places to update a rule like 'End Date only required when Perk Type = Boost' — extract shared judgment prompts into one reusable config before cloning branches. Copy Wünsche's determinism discipline, not this graph's: on the same CX line the two deepest builds differ by 10-vs-0 deterministic code nodes (27-cx overview) — deterministic URL/payload work belongs in $0.025 code nodes, not $0.20 Sonnet calls. Snapshot traps in this folder: the '.new' file is an older, larger draft graph (64 nodes) — node counts must come from agent.json (43), which matches the catalog. Reusable fragments cut from this agent cx UNiDAYS OpsCaseHandler(生产) · 提示词 03-projects/27-cx/02-resources/run-steps/02-identity-认人与取上下文.md#1cx UNiDAYS OpsCaseHandler(生产) · 提示词 03-projects/27-cx/02-resources/run-steps/02-identity-认人与取上下文.md#2cx UNiDAYS OpsCaseHandler(生产) · 提示词 03-projects/27-cx/02-resources/run-steps/02-identity-认人与取上下文.md#3cx UNiDAYS OpsCaseHandler(生产) · 提示词 03-projects/27-cx/02-resources/run-steps/02-identity-认人与取上下文.md#4cx UNiDAYS OpsCaseHandler(生产) · 提示词 03-projects/27-cx/02-resources/run-steps/02-identity-认人与取上下文.md#5cx UNiDAYS OpsCaseHandler(生产) · 提示词 03-projects/27-cx/02-resources/run-steps/03-classify-定类与抽取.md#3cx UNiDAYS OpsCaseHandler(生产) · 提示词 03-projects/27-cx/02-resources/run-steps/08-commit-写回与打标.md#3cx UNiDAYS OpsCaseHandler(生产) · 提示词 03-projects/27-cx/02-resources/run-steps/08-commit-写回与打标.md#4cx UNiDAYS OpsCaseHandler(生产) · 提示词 03-projects/27-cx/02-resources/run-steps/08-commit-写回与打标.md#5media 1. Extract all case information from ADM’s email Normalize any variation of “not available” (e.g., NA, N/A, n/a, na, n.a., none, not available, not applicable) to exactly NA in uppercase. For validated picklist fields, return an empty string "" instead of NA. 03-projects/25-media/02-resources/module-library/01-收集文件.md#3media Determine Relevant Related Account Where Record Type Is Partner 03-projects/25-media/02-resources/module-library/03-判断名称.md#4media 1 Check For Missing Information Related To Ops Case Creation Required fields if "Production Ops Type" is "Perk Changes" are: Contact Email, Requested By, Go-Live Date, Perk Type, Region, Member Target Conditional requirement for Perk Changes: - End Date is ONLY required when Perk Type = "Boost" - If Perk Type is "Additional", "Persistent", or "Hidden", End Date is optional Required fields if "Production Ops Type" is "Misc Changes" are: Contact Email, Requested By & Region T&Cs and URL are optional fields - do not flag as missing. Any extracted value from OpsCaseFields which is "NA" is to be considered complete if not marked as a mandatory field. 03-projects/25-media/02-resources/module-library/05-检查规则.md#6media 2 Check For Missing Information Related To Ops Case Creation Required fields if "Production Ops Type" is "Perk Changes" are: Contact Email, Requested By, Go-Live Date, Perk Type, Region, Member Target Conditional requirement for Perk Changes: - End Date is ONLY required when Perk Type = "Boost" - If Perk Type is "Additional", "Persistent", or "Hidden", End Date is optional Required fields if "Production Ops Type" is "Misc Changes" are: Contact Email, Requested By & Region T&Cs and URL are optional fields - do not flag as missing. Any extracted value from OpsCaseFields which is "NA" is to be considered complete if not marked as a mandatory field. 03-projects/25-media/02-resources/module-library/08-待办与确认.md#3Case creation Missing-information chasing Salesforce Gmail Airtable S3
04-agents/unidays-workspace/ops-case-handler-live-prod/agent.json · 04-agents/unidays-workspace/ops-case-handler-live-prod/README.md · 04-agents/_probe/task_ranking_2026-08-10.json · 03-projects/27-cx/01-planning/overview.md · 03-projects/alloyed-cx/04-outputs/production-cx-table-zh.md · 03-projects/25-media/02-resources/module-library/05-检查规则.md · /Users/zhichaoli/Documents/GitHub/solution-intelligence/content/agent-catalog.json