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BF hk-ipo-research-assistant

港股 IPO 打新研究助手。抓取实时数据（孖展、基石、评级、暗盘、A+H折价、中签率），供 AI 分析判断。 触发词：港股打新、新股分析、IPO、孖展、保荐人、暗盘、中签率、基石投资者。 不适用：A 股打新、美股 IPO、基金申购。

modbender/skill-library-mcp Agent Skills author: modbender MIT 22 files body ≈ 1 020 tokens Open the sourcegithub.com↗ analyzed 2 d ago

港股 IPO 打新研究助手。抓取实时数据（孖展、基石、评级、暗盘、A+H折价、中签率），供 AI 分析判断。 触发词：港股打新、新股分析、IPO、孖展、保荐人、暗盘、中签率、基石投资者。 不适用：A 股打新、美股 IPO、基金申购。

As a process F 40/100 · Will not run — References files that are not bundled: scripts/config/user-profile.yaml

ProcedureSoftware developmentPersonal productivitytype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
F
40/100
Will not run
References files that are not bundled: scripts/config/user-profile.yaml
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
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: 22. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: scripts/config/user-profile.yaml

Process rating: all ten parameters 40/100

Will not run. References files that are not bundled: scripts/config/user-profile.yaml
  • 0Tools and files. 1 referenced file(s) missing: scripts/config/user-profile.yaml
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 50Failures and branches. 0 branches, has a failure section
  • 100Steps. 23 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1020 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)
  • +3Description length 116: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Structure: 18 headings
  • +3Step-by-step instructions: 23 items
  • +4Has examples (4 code blocks)
  • +4Reference files are cited in the instructions (3 of 5)
  • +3All 1 scripts are documented

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