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BF sf-ai-agentforce

Agentforce Builder metadata path for Builder-managed topics/actions, Prompt Builder templates, GenAiFunction/GenAiPlugin, Models API, and custom Lightning types. TRIGGER when: user maintains or configures Builder metadata agents, creates topics/actions, works with Prompt Builder templates, or touches .genAiFunction, .genAiPlugin, or .genAiPromptTemplate metadata XML files. DO NOT TRIGGER when: Agent Script DSL .agent files (use sf-ai-agentscript), agent testing (use sf-ai-agentforce-testing), or persona design (use sf-ai-agentforce-persona).

ClawHub Agent Skills author: Anush DSouza v1.0.0 MIT-0 13 files body ≈ 2 381 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process F 50/100 · Will not run — References files that are not bundled: ../sf-ai-agentscript/SKILL.md, ../sf-ai-agentforce-testing/SKILL.md, ../sf-ai-agentforce-persona/SKILL.md

TemplateSalesforceAI and agentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
95
Quality 40%
77
Run on models
none yet
Process rating
F
50/100
Will not run
References files that are not bundled: ../sf-ai-agentscript/SKILL.md, ../sf-ai-agentforce-testing/SKILL.md, ../sf-ai-agentforce-persona/SKILL.md
Tools and files w 18
0
Result and completion w 14
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 5

✓ No critical or high findings

Medium and low: 5
  • low Secrets in code secret-high-entropy-token references/models-api.md:63
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `sfdc…ini` | GPT-4o Mini | Cost-effective general tasks |
    table
  • low Secrets in code secret-high-entropy-token references/models-api.md:64
    High-entropy token-like string (may be an id, hash or a credential) (documentation table row)
    | `sfdc…mni` | GPT-4o | Complex reasoning tasks |
    table
  • low Secrets in code secret-high-entropy-token references/models-api.md:85
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    request.modelName = 'sfdc…ini';
    quoted
  • low Secrets in code secret-high-entropy-token references/models-api.md:182
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    request.modelName = 'sfdc…ini';
    quoted
  • low Secrets in code secret-high-entropy-token references/models-api.md:293
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    request.modelName = 'sfdc…ini';
    quoted

Files scanned: 13. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../sf-ai-agentscript/SKILL.md
  • warning missing-ref reference to a missing file: ../sf-ai-agentforce-testing/SKILL.md
  • warning missing-ref reference to a missing file: ../sf-ai-agentforce-persona/SKILL.md
  • warning missing-ref reference to a missing file: ../sf-permissions/references/agent-access-guide.md
  • warning missing-ref reference to a missing file: ../sf-flow/SKILL.md
  • warning missing-ref reference to a missing file: ../sf-apex/SKILL.md
  • warning missing-ref reference to a missing file: ../sf-deploy/SKILL.md
  • warning missing-ref reference to a missing file: ../sf-permissions/SKILL.md
  • warning missing-ref reference to a missing file: ../sf-ai-agentscript/references/agent-user-setup.md

Process rating: all ten parameters 50/100

Will not run. References files that are not bundled: ../sf-ai-agentscript/SKILL.md, ../sf-ai-agentforce-testing/SKILL.md, ../sf-ai-agentforce-persona/SKILL.md
  • 0Tools and files. 9 referenced file(s) missing: ../sf-ai-agentscript/SKILL.md, ../sf-ai-agentforce-testing/SKILL.md, ../sf-ai-agentforce-persona/SKILL.md
  • 0Result and completion. Does not say what the result is
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 28 mutating operations with no state check
  • 55Failures and branches. 1 branches
  • 70When it triggers. States when to use, but not when not to
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 85Steps. 62 steps, 3 vague phrases
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2381 tokens
  • low 10 top-level sections: this looks like several domains in one skill
  • high The skill tells the model to perform an irreversible action with no human approval

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +3Description length 547: enough signal without eating the budget
  • +4Structure: 29 headings
  • +3Step-by-step instructions: 62 items
  • +4Has examples (1 code blocks)
  • +4Reference files are cited in the instructions (8 of 8)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.

External checks

ClawHub: clean
This is a documentation-only Salesforce Agentforce helper; it does not install code or run actions itself, but users should be careful with the Salesforce commands and AI examples they copy from it.
LLM: benign (high) · VirusTotal: · 29 May 2026