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BF sf-ai-agentforce-persona

Deep persona design for Agentforce agents with 50-point scoring. TRIGGER when: user designs agent personas, defines agent personality/identity, creates persona documents, encodes persona into Agentforce Builder fields or Agent Script, translates brand guidelines to agent voice, or asks about agent tone/voice/register. DO NOT TRIGGER when: building agent metadata (use sf-ai-agentforce), testing agents (use sf-ai-agentforce-testing), or Agent Script DSL (use sf-ai-agentscript).

ClawHub Agent Skills author: Anush DSouza v1.0.0 MIT-0 11 files body ≈ 8 146 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 60/100 · Will not run — References files that are not bundled: ../sf-ai-agentforce/SKILL.md, ../sf-ai-agentforce-testing/SKILL.md, ../sf-ai-agentscript/SKILL.md

PersonaAI 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
87/100
safety, quality, tests
Safety 60%
99
Quality 40%
70
Run on models
none yet
Process rating
F
60/100
Will not run
References files that are not bundled: ../sf-ai-agentforce/SKILL.md, ../sf-ai-agentforce-testing/SKILL.md, ../sf-ai-agentscript/SKILL.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. 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 · 1

✓ No critical or high findings

Medium and low: 1
  • low Secrets in code secret-high-entropy-token references/persona-framework.md:186
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    **Anti-pattern:** `Tech…est` is not a persona name. Don't use the API name as the display name.
    detector

Files scanned: 11. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 8146 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: ../sf-ai-agentforce/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-agentscript/SKILL.md

Process rating: all ten parameters 60/100

Will not run. References files that are not bundled: ../sf-ai-agentforce/SKILL.md, ../sf-ai-agentforce-testing/SKILL.md, ../sf-ai-agentscript/SKILL.md
  • 0Tools and files. 3 referenced file(s) missing: ../sf-ai-agentforce/SKILL.md, ../sf-ai-agentforce-testing/SKILL.md, ../sf-ai-agentscript/SKILL.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 3 mutating operations with no state check
  • 40Execution cost. Instruction body is 8146 tokens: crowds the task out of the window
  • 70Failures and branches. 18 branches
  • 100Steps. 141 steps
  • 100Result and completion. Output format and completion criterion are stated
  • 100When it triggers. States when to use and when not to
  • 100Consistency. Name and required fields are in place
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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)
  • +2Single-language instructions
  • +3Description length 480: enough signal without eating the budget
  • +4Structure: 26 headings
  • +3Step-by-step instructions: 141 items
  • +3Output format is stated explicitly
  • +4Has examples (1 code blocks)
  • +4Reference files are cited in the instructions (3 of 3)
  • +1License stated

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

External checks

ClawHub: clean
This is a coherent Salesforce Agentforce persona-design skill that creates expected local Markdown outputs and shows no code execution, credential collection, or exfiltration behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026