jaganpro/sf-skills · Archived

sf-ai-agentscript

Agent Script DSL for deterministic Agentforce agents. TRIGGER when: user writes or edits .agent files, builds FSM-based agents, uses Agent Script CLI (sf agent generate authoring-bundle, sf agent validate authoring-bundle, sf agent preview, sf agent publish authoring-bundle, sf agent activate), or asks about deterministic agent patterns, slot filling, or instruction resolution. DO NOT TRIGGER when: Builder metadata work (use sf-ai-agentforce), agent testing (use sf-ai-agentforce-testing), or pe…

All-time #8026 First seen Jan 22, 2026
8-week activity · all time api

Installation

$ npx skills add jaganpro/sf-skills --skill sf-ai-agentscript

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Repository health

Stars 423
License LICENSE
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Status Archived

Skill metadata

Parsed from SKILL.md frontmatter.

Version2.9.0
LicenseMIT
CompatibilityRequires Agentforce license and API v66.0+; Einstein Agent User is required for Service Agents only
More metadata
version
2.9.0
author
Jag Valaiyapathy
scoring
100 points across 6 categories
validated
0-shot generation tested against multiple representative sample agents. Agent user setup validated against representative Service Agent and Employee Agent scenarios.
last_validated
2026-03-20
validation_status
PASS
validation_agents
24
validate_by
2026-04-10

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 15,147 B
  • docs README.md 5,482 B
  • docs SUMMARY.md 567 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1,400 installs

SKILL.md

SF-AI-AgentScript Skill

Agent Script is the code-first path for deterministic Agentforce agents. Use this skill when the user is authoring .agent files, building finite-state topic flows, or needs repeatable control over routing, variables, actions, and publish behavior.

Start with the shortest guide first: [references/activation-checklist.md](references/activation-checklist.md)

Migrating from the Builder UI? Use [references/migration-guide.md](references/migration-guide.md)

When This Skill Owns the Task

Use sf-ai-agentscript when the work involves:

  • creating or editing .agent files
  • deterministic topic routing, guards, and transitions
  • Agent Script CLI workflows (sf agent generate authoring-bundle, sf agent validate authoring-bundle, sf agent preview, sf agent publish authoring-bundle, sf agent activate)
  • slot filling, instruction resolution, post-action loops, or FSM design

Delegate elsewhere when the user is:

  • maintaining Builder metadata agents (GenAiFunction, GenAiPlugin, GenAiPromptTemplate, Models API, custom Lightning types) → [sf-ai-agentforce](../sf-ai-agentforce/SKILL.md)
  • designing persona / tone / voice → [sf-ai-agentforce-persona](../sf-ai-agentforce-persona/SKILL.md)
  • building formal test plans or coverage loops → [sf-ai-agentforce-testing](../sf-ai-agentforce-testing/SKILL.md)

If the user is in Builder Script / Canvas view but the outcome is a .agent authoring bundle, keep the work in sf-ai-agentscript.


Right-Size Determinism

  • Determinism is a dial, not a destination.
  • Use Agent Script when “mostly right” is not acceptable: gates, mandatory sequencing, explicit state transitions, compliance, or drift control.
  • If a workflow is fully static and linear, use Flow or Apex instead of scripting the conversation.
  • Prefer a deterministic envelope: deterministic entry/gate → flexible middle → deterministic closeout.
  • More determinism is not automatically better. Start minimal, then harden only the parts that show routing drift, sequencing failures, or compliance risk.

Required Context to Gather First

Ask for or infer:

  • agent purpose and whether Agent Script is truly the right fit
  • Service Agent vs Employee Agent
  • target org and publish intent
  • expected actions / targets (Flow, Apex, PromptTemplate, etc.)
  • whether the request is authoring, validation, preview, or publish troubleshooting

Activation Checklist

Before you author or fix any .agent file, verify these first:

  1. Exactly one start_agent block
  2. No mixed tabs and spaces
  3. Booleans are True / False
  4. No else if and no nested if
  5. No top-level actions: block
  6. No @inputs in set expressions
  7. linked variables have no defaults
  8. linked variables do not use object / list types
  9. Use explicit agent_type
  10. Use @actions. prefixes consistently
  11. Use run @actions.X only when X is a topic-level action definition with target:
  12. Do not branch directly on raw @systemvariables.userinput contains/startswith/endswith for intent routing
  13. On prompt-template outputs, prefer isdisplayable: False + isusedbyplanner: True
  14. Do not assume @outputs.X is scalar — inspect the output schema before branching or assignment

For the expanded version, use [references/activation-checklist.md](references/activation-checklist.md).


Non-Negotiable Rules

1) Service Agent vs Employee Agent

Agent type Required Forbidden / caution
AgentforceServiceAgent Valid defaultagentuser, correct permissions, target-org checks, prefer sf org create agent-user Publishing without a real Einstein Agent User
AgentforceEmployeeAgent Explicit agent_type Supplying defaultagentuser

Full details: [references/agent-user-setup.md](references/agent-user-setup.md)

2) Recommended top-level block convention

Use this order for consistency in this skill's examples and reviews:

config:
variables:
system:
connection:
knowledge:
language:
start_agent:
topic:

Official Salesforce materials present top-level blocks in differing sequences, and local validation evidence indicates multiple orderings compile. Treat this as a style convention, not a standalone correctness or publish blocker.

3) Critical config fields

Field Rule
developer_name Must match folder / bundle name
description Public docs/examples should use this config field
agent_type Set explicitly every time
defaultagentuser Service Agents only

Local tooling also accepts agent_description: for compatibility, but this skill's public docs and examples should prefer description:.

4) Syntax blockers you should treat as immediate failures

  • else if
  • nested if
  • comment-only if bodies
  • top-level actions:
  • invocation-level inputs: / outputs: blocks
  • reserved variable / field names like description and label

Canonical rule set: [references/syntax-reference.md](references/syntax-reference.md) and [references/validator-rule-catalog.md](references/validator-rule-catalog.md)


Recommended Workflow

Recommended Authoring Workflow

Phase 1 — design the agent

  • decide whether the problem is actually deterministic enough for Agent Script
  • model topics as states and transitions as edges
  • define only the variables you truly need

Phase 2 — author the .agent

  • create config, system, start_agent, and topics first
  • add target-backed actions with full inputs: and outputs:
  • use available when for deterministic tool visibility
  • normalize raw intent/validation signals into booleans or enums before branching; avoid direct substring checks on raw user utterances for critical control flow
  • keep post-action checks at the top of instructions: ->

Default authoring stance

  • Default to direct .agent authoring and edits in source control.
  • Use sf agent generate authoring-bundle --no-spec only when the user wants local bundle scaffolding.
  • Treat sf agent generate agent-spec as optional ideation / topic bootstrap, not the default workflow.
  • Do not route Agent Script users toward sf agent create or sf agent generate template.

Phase 3 — validate continuously

Validation already runs automatically on write/edit. Use the CLI before publish:

sf agent validate authoring-bundle --api-name MyAgent -o TARGET_ORG --json

The validator covers structure, runtime gotchas, target readiness, and org-aware Service Agent checks. Rule IDs live in [references/validator-rule-catalog.md](references/validator-rule-catalog.md).

Phase 4 — preview smoke test

Use the preview loop before publish:

  • derive 3–5 smoke utterances
  • start preview with the start / send / end subcommands, not bare sf agent preview
  • if you use --authoring-bundle, always choose a mode explicitly: --simulate-actions or --use-live-actions
  • inspect topic routing / action invocation / safety / grounding
  • fix and rerun up to 3 times

Full loop: [references/preview-test-loop.md](references/preview-test-loop.md)

Phase 5 — publish and activate

sf agent publish authoring-bundle --api-name MyAgent -o TARGET_ORG --json

# Manual activation
sf agent activate --api-name MyAgent -o TARGET_ORG

# CI / deterministic activation of a known BotVersion
sf agent activate --api-name MyAgent --version <n> -o TARGET_ORG --json

Publishing does not activate the agent. For automation, prefer --version <n> --json so activation is deterministic and machine-readable.


Deterministic Building Blocks

These execute as code, not suggestions:

  • conditionals
  • available when guards
  • variable checks
  • direct set / transition to
  • run @actions.X only when X is a topic-level action definition with target:
  • variable injection into LLM-facing text

Important distinction:

  • Deterministic: set, transition to, and run @actions.X for a target-backed topic action
  • LLM-directed: reasoning.actions: utilities / delegations such as @utils.setVariables, @utils.transition, and {[email protected]} instruction references

If you need deterministic behavior for something that is currently modeled as a reasoning-level utility, either:

  • rewrite it as direct set / transition to, or
  • promote it to a topic-level target-backed action and run that action

See [references/instruction-resolution.md](references/instruction-resolution.md) and [references/architecture-patterns.md](references/architecture-patterns.md).


Cross-Skill Integration

Cross-Skill Orchestration

Task Delegate to Why
Build flow:// targets [sf-flow](../sf-flow/SKILL.md) Flow creation / validation
Build Apex action targets [sf-apex](../sf-apex/SKILL.md) @InvocableMethod and business logic
Test topic routing / actions [sf-ai-agentforce-testing](../sf-ai-agentforce-testing/SKILL.md) Formal test specs and fix loops
Deploy / publish [sf-deploy](../sf-deploy/SKILL.md) Deployment orchestration

High-Signal Failure Patterns

Symptom Likely cause Read next
Internal Error during publish invalid Service Agent user or missing action I/O [references/agent-user-setup.md](references/agent-user-setup.md), [references/actions-reference.md](references/actions-reference.md)
invalid input/output parameters on prompt template action Target template is in Draft status — activate it first [references/action-prompt-templates.md](references/action-prompt-templates.md#draft-template-publish-errors)
Parser rejects conditionals else if, nested if, empty if body [references/syntax-reference.md](references/syntax-reference.md)
Action target issues missing Flow / Apex target, inactive Flow, bad schemas [references/actions-reference.md](references/actions-reference.md)
Prompt template runs but user sees blank response prompt output marked is_displayable: True [references/production-gotchas.md](references/production-gotchas.md), [references/action-prompt-templates.md](references/action-prompt-templates.md)
Prompt action runs but planner behaves like output is missing output hidden from direct display but not planner-visible [references/production-gotchas.md](references/production-gotchas.md), [references/actions-reference.md](references/actions-reference.md)
ACTIONNOTIN_SCOPE on run @actions.X run points at a utility / delegation / unresolved action instead of a topic-level target-backed definition [references/syntax-reference.md](references/syntax-reference.md), [references/instruction-resolution.md](references/instruction-resolution.md)
Deterministic cancel / revise / URL checks behave inconsistently raw @systemvariables.userinput matching or string-method guards are being used as control-flow-critical validation [references/syntax-reference.md](references/syntax-reference.md), [references/production-gotchas.md](references/production-gotchas.md)
@outputs.X comparisons or assignments behave unexpectedly the action output is structured/wrapped, not a plain scalar [references/actions-reference.md](references/actions-reference.md), [references/syntax-reference.md](references/syntax-reference.md)
Preview and runtime disagree linked vars / context / known platform issues [references/known-issues.md](references/known-issues.md)
Validate passes but publish fails org-specific user / permission / retrieve-back issue [references/production-gotchas.md](references/production-gotchas.md), [references/cli-guide.md](references/cli-guide.md)

Reference Map

Start here

  • [references/activation-checklist.md](references/activation-checklist.md)
  • [references/syntax-reference.md](references/syntax-reference.md)
  • [references/actions-reference.md](references/actions-reference.md)

Publish / runtime safety

  • [references/agent-user-setup.md](references/agent-user-setup.md)
  • [references/production-gotchas.md](references/production-gotchas.md)
  • [references/customer-web-client.md](references/customer-web-client.md)
  • [references/known-issues.md](references/known-issues.md)

Architecture / reasoning

  • [references/architecture-patterns.md](references/architecture-patterns.md)
  • [references/instruction-resolution.md](references/instruction-resolution.md)
  • [references/fsm-architecture.md](references/fsm-architecture.md)
  • [references/patterns-quick-ref.md](references/patterns-quick-ref.md)

Validation / testing / debugging

  • [references/preview-test-loop.md](references/preview-test-loop.md)
  • [references/testing-guide.md](references/testing-guide.md)
  • [references/debugging-guide.md](references/debugging-guide.md)
  • [references/validator-rule-catalog.md](references/validator-rule-catalog.md)

Examples / scaffolds

  • [references/minimal-examples.md](references/minimal-examples.md)
  • [references/migration-guide.md](references/migration-guide.md)
  • [assets/](assets/)
  • [assets/agents/](assets/agents/)
  • [assets/patterns/](assets/patterns/)

Project documentation

  • [references/version-history.md](references/version-history.md)
  • [references/sources.md](references/sources.md)

Score Guide

Score Meaning
90+ Deploy with confidence
75–89 Good, review warnings
60–74 Needs focused revision
< 60 Block publish

Full rubric: [references/scoring-rubric.md](references/scoring-rubric.md)


Official Resources