SKILLEMALL.ai

BF program-derivation

Formale Programmableitung / Formal Program Derivation: Architektur-Ermittlung, Abstraktionsschichten, Metriken (CC, LCOM, Kopplung, Kohäsion, Vendor Lock-in, SoC, Leaky Abstractions). Lade diesen Skill wenn der Nutzer eine Architekturanalyse, Programmableitung, formale Ableitung, Abstraktionsschichten, Interface-Design, Komplexitätsmessung, Refactoring-Planung oder Software-Qualitätsbewertung anfordert. / Load this skill when the user requests architecture analysis, program derivation, formal derivation, abstraction layers, interface design, complexity measurement, refactoring planning or software quality assessment.

ClawHub Agent Skills author: Karim Kiki v1.0.0 MIT-0 2 files body ≈ 1 561 tokens Open the sourceclawhub.ai analyzed 3 d ago

Formale Programmableitung / Formal Program Derivation: Architektur-Ermittlung, Abstraktionsschichten, Metriken (CC, LCOM, Kopplung, Kohäsion, Vendor Lock-in…

As a process F 55/100 · Will not run — References files that are not bundled: references/boundary-checklist.md, references/interface-templates.md, references/metrics-examples.md

AnalyzerSoftware developmentData and analyticstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
86/100
safety, quality, tests
Safety 60%
100
Quality 40%
65
Run on models
none yet
Process rating
F
55/100
Will not run
References files that are not bundled: references/boundary-checklist.md, references/interface-templates.md, references/metrics-examples.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 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: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning frontmatter-yaml SKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 2, column 14: description: Formale Programmableitung / Formal Program Derivation: Architektur… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value
  • warning missing-ref reference to a missing file: references/boundary-checklist.md
  • warning missing-ref reference to a missing file: references/interface-templates.md
  • warning missing-ref reference to a missing file: references/metrics-examples.md

Process rating: all ten parameters 55/100

Will not run. References files that are not bundled: references/boundary-checklist.md, references/interface-templates.md, references/metrics-examples.md
  • 0Tools and files. 3 referenced file(s) missing: references/boundary-checklist.md, references/interface-templates.md, references/metrics-examples.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 50Failures and branches. 0 branches, has a failure section
  • 60Result and completion. Output format stated, no completion criterion
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 52 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1561 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)
  • +1No license
  • +2Single-language instructions
  • +3Description length 624: enough signal without eating the budget
  • +4Structure: 22 headings
  • +3Step-by-step instructions: 52 items
  • +3Output format is stated explicitly
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 65.

External checks

ClawHub: clean
This skill provides architecture-analysis instructions and does not request hidden access, persistence, credential use, or automatic system changes.
LLM: benign (high) · VirusTotal: · 6 Aug 2026