SKILLEMALL.ai

BF digital-persona

为已故人物创建全方位动态数字人格——性格、外貌、动作、神态、语音、语言风格、情绪反应。七维度联动蒸馏法:不是模仿口吻——是重建思维结构、情绪反应、内在矛盾。输入人物姓名或资料,自动研究+蒸馏为可交互的SOUL.md人格文件。触发词:「模拟XX」「复活XX」「XX的数字人格」「做个XX的AI」「复刻XX」「digital persona」「已故人物」「数字永生」「AI角色」「人格蒸馏」

ClawHub Agent Skills author: Ygq19901001 v1.0.0 MIT-0 5 files body ≈ 753 tokens Open the sourceclawhub.ai analyzed 2 d ago

为已故人物创建全方位动态数字人格——性格、外貌、动作、神态、语音、语言风格、情绪反应。七维度联动蒸馏法:不是模仿口吻——是重建思维结构、情绪反应、内在矛盾。输入人物姓名或资料,自动研究+蒸馏为可交互的SOUL.md人格文件。触发词:「模拟XX」「复活XX」「XX的数字人格」「做个XX的AI」「复刻XX」「digita…

As a process F 35/100 · Will not run — References files that are not bundled: references/research-checklist.md

PersonaPersonal productivityAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
87/100
safety, quality, tests
Safety 60%
100
Quality 40%
68
Run on models
none yet
Process rating
F
35/100
Will not run
References files that are not bundled: references/research-checklist.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  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 · 0

✓ No critical or high findings

Files scanned: 1. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: references/research-checklist.md
  • note frontmatter-key unknown frontmatter key "slug"
  • note frontmatter-key unknown frontmatter key "displayName"
  • note frontmatter-key unknown frontmatter key "summary"

Process rating: all ten parameters 35/100

Will not run. References files that are not bundled: references/research-checklist.md
  • 0Tools and files. 1 referenced file(s) missing: references/research-checklist.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 100Steps. 20 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 753 tokens
  • 100Running it twice. No mutating operations

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 193: enough signal without eating the budget
  • +4Structure: 15 headings
  • +3Step-by-step instructions: 20 items
  • +4Has examples (3 code blocks)
  • +4Reference files are cited in the instructions (1 of 1)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.

External checks

ClawHub: clean
This is a disclosed markdown-only skill for drafting deceased-person persona files, with real impersonation-adjacent ethics risks but no hidden code, credential access, or unsafe execution.
LLM: benign (high) · VirusTotal: · 1 Jul 2026