SKILLEMALL.ai

BF fu-mu-gong-ke

父母的功课 — 育儿心理学对话支持技能(心虫增强版)。 提供结构化对话支持、情绪识别、场景匹配、安全检测。 本技能包含可选Python脚本(scripts/目录),部分脚本在SKILL_DIR/data/目录下存储本地统计数据(评估历史、洞察记录、会话状态),不对外传输。 ⚠️ 注意:本技能不替代专业心理咨询、心理治疗或精神科诊断。如遇紧急情况,请拨打心理援助热线。 核心路径:觉察(看见防御)→接纳(慈悲是体)→暂停(给空间)→选择(爱是用) 核心哲学:没有负罪感的支持 + 陪伴而非拯救 + 规则归规则支持归支持 心虫集成:7大增强引擎 — 安全增强协议、路由增强层、情绪分析引擎、元认知控制层、元提示引擎、防御分析引擎、进化恢复引擎

ClawHub Agent Skills author: yun520-1 v2.4.1 MIT-0 79 files body ≈ 10 853 tokens Open the sourceclawhub.ai analyzed 2 d ago

父母的功课 — 育儿心理学对话支持技能(心虫增强版)。 提供结构化对话支持、情绪识别、场景匹配、安全检测。 本技能包含可选Python脚本(scripts/目录),部分脚本在SKILLDIR/data/目录下存储本地统计数据(评估历史、洞察记录、会话状态),不对外传输。 ⚠️…

As a process F 32/100 · Will not run — References files that are not bundled: theory/crisis-intervention.md, scripts/heartflow_metacognition_upgrade.py, theory/age-guide-detail.md

ProcedureAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
81/100
safety, quality, tests
Safety 60%
100
Quality 40%
52
Run on models
none yet
Process rating
F
32/100
Will not run
References files that are not bundled: theory/crisis-intervention.md, scripts/heartflow_metacognition_upgrade.py, theory/age-guide-detail.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 SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  3. 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: 0. 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 body-long SKILL.md body ≈ 10853 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: theory/crisis-intervention.md
  • warning missing-ref reference to a missing file: scripts/heartflow_metacognition_upgrade.py
  • warning missing-ref reference to a missing file: theory/age-guide-detail.md
  • warning missing-ref reference to a missing file: theory/family-structure-detail.md
  • warning missing-ref reference to a missing file: scripts/action_planner.py
  • warning missing-ref reference to a missing file: scripts/assessment.py
  • warning missing-ref reference to a missing file: scripts/heartflow_metaprompt_upgrade.py
  • warning missing-ref reference to a missing file: scripts/heartflow_safety_upgrade.py
  • warning missing-ref reference to a missing file: scripts/heartflow_emotion_upgrade.py
  • warning missing-ref reference to a missing file: scripts/heartflow_routing_upgrade.py
  • warning missing-ref reference to a missing file: scripts/heartflow_defense_upgrade.py
  • warning missing-ref reference to a missing file: scripts/heartflow_evolution_upgrade.py

Process rating: all ten parameters 32/100

Will not run. References files that are not bundled: theory/crisis-intervention.md, scripts/heartflow_metacognition_upgrade.py, theory/age-guide-detail.md
  • 0Tools and files. 12 referenced file(s) missing: theory/crisis-intervention.md, scripts/heartflow_metacognition_upgrade.py, theory/age-guide-detail.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
  • 40Execution cost. Instruction body is 10853 tokens: crowds the task out of the window
  • 100Steps. 503 steps
  • 100Consistency. Name and required fields are in place
  • 100Running it twice. No mutating operations
  • low 29 top-level sections: this looks like several domains in one skill

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
  • -255 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +3Description length 320: enough signal without eating the budget
  • +4Structure: 178 headings
  • +3Step-by-step instructions: 503 items
  • +4Has examples (45 code blocks)
  • +4Reference files are cited in the instructions (2 of 19)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 52.

External checks

ClawHub: clean
This is a disclosed Chinese parenting-support skill with optional local-only tools; I found no current exfiltration, destructive automation, or hidden network behavior.
LLM: benign (medium) · VirusTotal: · 24 Jun 2026