SKILLEMALL.ai

AA dpia-drafter

Use this skill when a DPO, privacy counsel, or controller representative needs to draft a GDPR Article 35 Data Protection Impact Assessment (DPIA). Covers threshold determination, EDPB harmonised template sections 0–4, risk scoring, and produces a DRAFT DPIA with prior-consultation recommendation for DPO review and controller sign-off.

ClawHub Agent Skills author: devasher v0.1.1 MIT-0 4 files body ≈ 4 021 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process A 80/100 · Runs to the end — weak spots: when it triggers, running it twice

GeneratorWriting and documentsInfrastructureLegaltype and topics are labelled automatically from the skill text
JSON
Technical rating
A
94/100
safety, quality, tests
Safety 60%
99
Quality 40%
87
Run on models
none yet
Process rating
A
80/100
Runs to the end
When it triggers w 12
20
Running it twice w 4
30
Inputs and preconditions w 11
70
the three weakest of ten parameters · all ten

How to improve

    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 · 1

    ✓ No critical or high findings

    Medium and low: 1
    • low Risky intent intent-offensive-security SKILL.md:187
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      | Data loss / unavailability | Ransomware, deletion, no backup |

    Files scanned: 4. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 80/100

    • 20When it triggers. No condition that starts the skill
    • 30Running it twice. 7 mutating operations with no state check
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 70Failures and branches. 14 branches
    • 70Execution cost. Instruction body is 4021 tokens
    • 100Tools and files. No external tools needed
    • 100Steps. 23 steps
    • 100Result and completion. Output format and completion criterion are stated
    • 100Consistency. Name and required fields are in place
    • 100Progress reporting. Reports progress
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
    • low 11 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)
    • +1No license
    • +2Single-language instructions
    • +3Description length 337: enough signal without eating the budget
    • +4Structure: 28 headings
    • +3Step-by-step instructions: 23 items
    • +3Output format is stated explicitly
    • +4Has examples (2 code blocks)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 87.

    External checks

    ClawHub: clean
    This is a transparent DPIA drafting aid with only markdown instructions and no executable code, hidden install behavior, or data-transfer mechanism.
    LLM: benign (high) · VirusTotal: · 28 May 2026