BD skill-reader
深入解读任意 Skill 的使用方法。输入 Skill 名称、安装地址或 SKILL.md 文档，输出结构化的使用说明：主要功能、使用场景、核心命令、安装依赖、API Key 需求、版本号、注意事项等。Triggers: skill reader, 读skill, 解读skill, skill怎么用, skill guide, skill manual, skill usage, 如何使用skill.
As a process D 45/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
IntegrationInfrastructureAI and agentstype and topics are labelled automatically from the skill text
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 45/100
- 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
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 1 mutating operations with no state check
- 60Tools and files. Uses tools (git) that frontmatter does not declare
- 100Steps. 37 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 780 tokens
- 100Progress reporting. Reports progress
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
- +1No license
- +2Single-language instructions
- +3Description length 202: enough signal without eating the budget
- +4Structure: 18 headings
- +3Step-by-step instructions: 37 items
- +4Has examples (2 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.
External checks
ClawHub: suspicious
The artifacts are mostly coherent ClawHub/Convex helper skills, but one review helper defaults to launching a nested Codex review with approval and sandbox bypass enabled.
LLM: suspicious (medium) · VirusTotal: · 29 May 2026