SKILLEMALL.ai

BC production-relations-refactor

生产关系重构方法。核心能力:将任何组织/团队/企业的传统生产关系重构为AI辅助一人简易完成。三步法:拆解(识别每种关系的存在理由)→消除(去掉历史/技术/制度局限造成的补偿关系)→重整(基于AI和数字技术能力模型重编为端到端协作基元链)。覆盖从传统生产关系识别、关系分析、补偿关系消除、协作基元链设计到重构验证的完整流程。触发词:生产关系重构、组织重构、协作关系重构、管理扁平化、去中心化组织、自治团队、价值分配重构、所有制重构、决策权重构。

ClawHub Agent Skills author: 波动几何 v1.0.0 MIT-0 2 files body ≈ 2 458 tokens Open the sourceclawhub.ai analyzed 2 d ago

生产关系重构方法。核心能力:将任何组织/团队/企业的传统生产关系重构为AI辅助一人简易完成。三步法:拆解(识别每种关系的存在理由)→消除(去掉历史/技术/制度局限造成的补偿关系)→重整(基于AI和数字技术能力模型重编为端到端协作基元链)。覆盖从传统生产关系识别、关系分析、补偿关系消除、协作基元链设计到重构验证的完整流…

As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureSoftware developmenttype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
C
53/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
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.
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: 2. 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")

Process rating: all ten parameters 53/100

  • 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
  • 100Tools and files. No external tools needed
  • 100Steps. 51 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2458 tokens
  • 100Running it twice. No mutating operations
  • low 12 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
  • -239 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +3Description length 221: enough signal without eating the budget
  • +4Structure: 25 headings
  • +3Step-by-step instructions: 51 items
  • +4Has examples (2 code blocks)

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

External checks

ClawHub: clean
This is a non-executable organizational restructuring guidance skill with broad, strong advice but no hidden technical access or execution behavior.
LLM: benign (high) · VirusTotal: · 6 Jun 2026