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afv-library/skills/developing-agentforce/references/scoring-rubric.md
Steve Hetzel fb4bac9cf0
feat: replace agentforce-development skill with three specialized skills @W-21937872@ (#184) 
feat: replace agentforce-development skill with three specialized skills

Replace the monolithic agentforce-development skill with three focused skills:
- developing-agentforce: For creating and authoring Agentforce agents
- observing-agentforce: For monitoring and debugging agents
- testing-agentforce: For validating agent behavior

Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-04-09 17:04:48 +05:30

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100-Point Scoring Rubric

Extracted from SKILL.md Section 6. This file is loaded on demand when the scoring rubric is needed.

Score every generated agent against this rubric before presenting to the user.

Category Points Key Criteria
Structure & Syntax 15 All required blocks present (system, config, start_agent, at least one topic). Correct block order (system → config → variables → ...). Proper nesting. Consistent 4-space indentation. Valid field names. All string values double-quoted.
Safety & Responsible AI 15 Evaluated via safety review (7 categories): AI disclosure present, no impersonation/deception/manipulation, responsible data handling, no harmful content (including euphemisms), no discrimination (direct or proxy), clear scope boundaries, escalation paths for sensitive topics. Deduct 15 for any BLOCK finding, 5 per WARN finding.
Deterministic Logic 20 after_reasoning patterns for post-action routing. FSM transitions with no dead-end topics. available when guards for security-sensitive actions. Post-action checks at TOP of instructions: ->.
Instruction Resolution 20 Clear, actionable instructions. Procedural mode (->) where conditionals are needed. Literal mode (|) where static text suffices. Variable injection where dynamic. Conditional instructions based on state.
FSM Architecture 10 Hub-and-spoke or verification gate pattern. Every topic reachable. Every topic has an exit (transition or escalation). No orphan topics. Start topic routes correctly.
Action Configuration 10 Proper Level 1 definitions with targets and I/O schemas. Correct Level 2 invocations with with/set. Slot-filling (...) for conversational inputs. Output capture into variables. Correct type mapping for action I/O (use object + complex_data_type_name for SObjects and custom Lightning types).
Deployment Readiness 10 Valid default_agent_user. developer_name matches folder. bundle-meta.xml present with <bundleType>AGENT</bundleType>. Linked variables for service agents (EndUserId, RoutableId, ContactId).

Score Interpretation

Score Meaning Action
90-100 Production-ready Deploy with confidence
75-89 Good with minor issues Fix noted items, then deploy
60-74 Needs work Address structural issues before deploy
Below 60 BLOCK Major rework required