Triage: Eliminate / Automate / Delegate
CAS-4 Order: #4 Exploratory Data Analysis Has Dependencies
Updated 1 month, 2 weeks ago
Guidance
Purpose
Decide eliminate vs automate vs delegate for ranked impact constraints, in that order, in writing. Tag cause layers (dE / dK / dI) and route each tag.
Inputs
streamlit/data/cost_of_delay.yamlandai_opportunities.yaml.- Skill Eliminate/Automate/Delegate Triage → Cause tags / Routes.
- Template
streamlit/data/action_register.yaml.
Steps
- Open
streamlit/data/action_register.yaml. One row per ranked constraint, impact order. Fill eliminate first; automate only if eliminate is written no; delegate only if automate cannot encode the judgment. - The AI matrix may inform where automate or delegate could apply. It does not skip eliminate and it is not an agent backlog.
- Automate shape: one Lambda + one Guardrail (policy / allow-list / human approval — name the check, not a product).
- Tag cause layers on each row (multi-tag allowed). Skill → Cause tags:
- dE environment (tool, process, incentive, data, time, authority)
- dK knowledge/skill (trainable / selectable)
- dI individual (selection, capacity, motivation)
"Knows the right move, environment punishes it" stays dE, not dK. - Route per tag (skill → Routes): dE+eliminate → drop; dE+process/tooling → process/tooling (not AI SDLC); dE+automate/delegate → AI SDLC candidate; dK → Team Upskill Engine input (stage, clock, unit, n, role); dI → staffing. Do not author TUE modules.
- Escalate #1 if neither eliminate nor automate works — flow redesign. Do not implement the Lambda in this activity.
Done when
action_register.yamlhas decision, cause tags, route, and evidence (clock, unit, n, role) for #1 and every ranked row you touched.- No dK row claims a finished curriculum. No dE process/tooling row is labeled AI SDLC unless automate or delegate was chosen.
Feeds
Tell the Data Story (publish this register — do not re-classify).
Details
- Order:
- #4
- Phase:
- Predecessor:
- CAS-3 Look until Trusted
- Created:
- Aug 31, 2026
- Last Updated:
- Sep 17, 2026
Workflow
Constraint and Flow Analysis
Reconstruct the delivery cycle, score impact, look until the ranking can be trusted, then decide what to drop or automate. …
View WorkflowAssigned Agent
Operations Analyst
Agent: Operations Analyst Role Turns the catalog into an understanding of where the delivery cycle …
Required Skills
- Eliminate/Automate/Delegate Triage Process Engineering AWS Lambda, Guardrails, LLM Agents
Rules
-
Eliminate Before Automate Before Delegate
eliminate-before-automate-before-delegate
Input Artifacts 2
-
AI Opportunity Prioritization Matrix
Document
Required
Produced by: Score Cycle Impact -
Cost of Delay Ranking
Document
Required
Produced by: Score Cycle Impact
Output Artifacts 1
- Eliminate/Automate/Delegate Action Register Document Required