SKILLEMALL.ai

AC qa-stakeholder-communication

当需要告诉开发"这个 Bug 必须修"、跟产品经理沟通需求变更的影响、或者向管理层汇报质量风险时使用此技能。不同角色关注的事情不同——开发要的是复现步骤和定位信息,产品要的是影响范围和优先级建议,管理层要的是风险判断和决策依据。此技能提供针对开发/产品/管理层的沟通模板和策略。产出根据不同角色定制的沟通话术和汇报材料模板。 触发场景:怎么沟通、跟开发说、跟PM说、跟领导说、沟通策略、向上汇报、干系人沟通、推动问题解决需要有效沟通时。 Use when the user asks about: communicating test findings to engineers, product managers, and management using role-tailored templates and escalation strategy.

ClawHub Agent Skills author: kokxi v1.8.0 MIT-0 3 files body ≈ 363 tokens Open the sourceclawhub.ai↗ analyzed 14 d ago

当需要告诉开发"这个 Bug…

As a process C 59/100 · Has gaps — weak spots: result and completion, inputs and preconditions, failures and branches

TemplateOperations and projectstype and topics are labelled automatically from the skill text
JSON
Technical rating
A
96/100
safety, quality, tests
Safety 60%
100
Quality 40%
89
Run on models
none yet
Process rating
C
59/100
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

    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: 3. 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 59/100

    • 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
    • 70When it triggers. States when to use, but not when not to
    • 100Tools and files. Tools declared in frontmatter
    • 100Steps. 9 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 363 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)
    • +3Output format is not stated: the model decides each time
    • +2Single-language instructions
    • +3Description length 378: enough signal without eating the budget
    • +4Structure: 11 headings
    • +3Step-by-step instructions: 9 items
    • +4Has examples (3 code blocks)
    • +4Reference files are cited in the instructions (1 of 1)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 89.

    External checks

    ClawHub: clean
    This is a low-authority QA communication template skill with a manual unpinned install suggestion users should verify before using.
    LLM: benign (high) · VirusTotal: · 29 Sept 2026