SKILLEMALL.ai

AA prioritize-dev-tasks

Prioritize software project backlogs, bugs, technical debt, sprint tasks, release checks, and requirement pools using business impact, dependency blocking, delivery risk, security and data risk, and implementation cost. Use when a user asks to classify unfinished development work, determine execution order, identify release blockers, schedule deferred work, or remove low-value tasks.

ClawHub Agent Skills author: KOKIdebuff v1.0.0 MIT-0 2 files body ≈ 1 689 tokens Open the sourceclawhub.ai analyzed 24 h ago

Prioritize software project backlogs, bugs, technical debt, sprint tasks, release checks, and requirement pools using business impact, dependency blocking…

As a process A 81/100 · Runs to the end — weak spots: running it twice, progress reporting

ProcedureOperations and projectstype 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
81/100
Runs to the end
Progress reporting w 2
0
Running it twice w 4
30
Failures and branches w 10
50
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:55
      Offensive-security / dual-use content (legitimate for authorised testing; review intended use)
      - Authorization bypass, privilege escalation, sensitive-data exposure, or a

    Files scanned: 2. 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 81/100

    • 0Progress reporting. Says nothing while it works
    • 30Running it twice. 7 mutating operations with no state check
    • 50Failures and branches. 0 branches, has a failure section
    • 70When it triggers. States when to use, but not when not to
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 85Steps. 37 steps, 1 vague phrases
    • 100Tools and files. No external tools needed
    • 100Result and completion. Output format and completion criterion are stated
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1689 tokens

    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 386: enough signal without eating the budget
    • +4Structure: 11 headings
    • +3Step-by-step instructions: 37 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 guidance-only planning skill for prioritizing development tasks, with no executable code or hidden access requests.
    LLM: benign (high) · VirusTotal: · 28 May 2026