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CD xiaohongshu-darkhorse

小红书黑马爆文榜，基于红狐数据挖掘小红书各分类下互动表现突出的黑马笔记（最新起量的单日榜单，非七日爆款笔记周榜），支持25个内容分类筛选、近30天榜单日期查询、TOP50榜单展示、爆款规律分析与HTML文件包导出，支持每日订阅推送。当用户提到"黑马爆文榜"、"小红书黑马"、"黑马笔记"、"小红书爆文榜"、"黑马内容"时使用。

redfox-data/redfox-community Agent Skills author: redfox-data 8 files · 2 scripts body ≈ 604 tokens Open the sourcegithub.com↗ analyzed 12 d ago

小红书黑马爆文榜，基于红狐数据挖掘小红书各分类下互动表现突出的黑马笔记（最新起量的单日榜单，非七日爆款笔记周榜），支持25个内容分类筛选、近30天榜单日期查询、TOP50榜单展示、爆款规律分析与HTML文件包导出，支持每日订阅推送。当用户提到"黑马爆文榜"、"小红书黑马"、"黑马笔记"、"小红书爆文榜"、"黑马内容"…

As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureSoftware developmentAI and agentstype and topics are labelled automatically from the skill text
Runs in: 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) OpenClaw Goose OpenCode
JSON
Technical rating
C
87/100
safety, quality, tests
Safety 60%
99
Quality 40%
69
Run on models
none yet
Process rating
D
46/100
Unfinished process
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

  1. 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 · 1

✓ No critical or high findings

Medium and low: 1
  • low Secrets in code secret-password-literal scripts/fetch_darkhorse_articles.py:160
    Hard-coded password / key literal (may be an example)
    api_key = match.group(1).strip()

Files scanned: 8. 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")

Process rating: all ten parameters 46/100

  • 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
  • 20When it triggers. No condition that starts the skill
  • 60Tools and files. Uses tools (python) that frontmatter does not declare
  • 100Steps. 23 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 604 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
  • +4No input/output examples
  • -32 of 2 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 163: enough signal without eating the budget
  • +4Structure: 17 headings
  • +3Step-by-step instructions: 23 items
  • +4Reference files are cited in the instructions (2 of 2)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.