AD interactive-skills-platform-mvp
设计并落地 Skills Web 平台 MVP，让非技术用户无需 CLI 即可使用 SKILL.md 能力。 用于“skills 平台”“skill 网页化”“interactive skills platform”“上传 SKILL.md 生成 UI” “对话式执行 skill”等需求，输出可执行的架构方案、API 设计、分阶段清单、验收与风险计划。
As a process D 49/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
IntegrationAI and agentsInfrastructuretype 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: 4. 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 49/100
- 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. 1 mutating operations with no state check
- 40Result and completion. Does not say what the result is
- 60Tools and files. Uses tools (bash, python) that frontmatter does not declare
- 100Steps. 182 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2625 tokens
- low 17 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
- +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
- +5Description quotes 5 example trigger phrases
- +3Description length 177: enough signal without eating the budget
- +4Structure: 48 headings
- +3Step-by-step instructions: 182 items
- +4Has examples (9 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.
External checks
ClawHub: suspicious
This is a planning skill, not an install-time payload, but its recommended MVP would execute uploaded skills while postponing key safety controls.
LLM: suspicious (high) · VirusTotal: · 29 May 2026