SKILLEMALL.ai

BF Dissertation Workflow System Core (DWS-Core)

This skill governs ALL dissertation writing tasks for Ryan Tang's PhD dissertation in Sociology of Education. It defines the agent team, knowledge base architecture, working modes, and quality cont...

modbender/skill-library-mcp Agent Skills author: modbender MIT 1 file body ≈ 4 967 tokens Open the sourcegithub.com analyzed 2 d ago

This skill governs ALL dissertation writing tasks for Ryan Tang's PhD dissertation in Sociology of Education.

As a process F 32/100 · Will not run — References files that are not bundled: templates/interactive_ui.md, references/mentor_patterns.md, references/rq_framework.md

ProcedureWordWriting and documentsAI and agentsResearchtype and topics are labelled automatically from the skill text
JSON
Technical rating
B
82/100
safety, quality, tests
Safety 60%
100
Quality 40%
54
Run on models
none yet
Process rating
F
32/100
Will not run
References files that are not bundled: templates/interactive_ui.md, references/mentor_patterns.md, references/rq_framework.md
Tools and files w 18
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.
  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 name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: templates/interactive_ui.md
  • warning missing-ref reference to a missing file: references/mentor_patterns.md
  • warning missing-ref reference to a missing file: references/rq_framework.md

Process rating: all ten parameters 32/100

Will not run. References files that are not bundled: templates/interactive_ui.md, references/mentor_patterns.md, references/rq_framework.md
  • 0Tools and files. 3 referenced file(s) missing: templates/interactive_ui.md, references/mentor_patterns.md, references/rq_framework.md
  • 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
  • 30Running it twice. 3 mutating operations with no state check
  • 40Consistency. Frontmatter name (Dissertation Workflow System Core (DWS-Core)) differs from the folder (dissertation-workflow-core)
  • 60Result and completion. Output format stated, no completion criterion
  • 70Execution cost. Instruction body is 4967 tokens
  • 85Steps. 117 steps, 1 vague phrases
  • low 23 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)
  • -4Absolute local paths (C:\Users, /home/…): not portable
  • +1No license
  • +2Single-language instructions
  • +3Description length 200: enough signal without eating the budget
  • +4Structure: 51 headings
  • +3Step-by-step instructions: 117 items
  • +3Output format is stated explicitly
  • +4Has examples (4 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 54.