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AF tech-news-daily

Fetch, summarize and curate the latest tech news from major sources (Hacker News, TechCrunch, The Verge, Ars Technica, GitHub Trending). Use when the user wants: (1) Daily tech news briefing, (2) Trending topics in AI/developer/news, (3) GitHub trending repos today, (4) Custom tech news digest on specific topics, (5) Save articles to read later.

ClawHub Agent Skills author: ericlooi504 v1.0.0 MIT-0 2 files body ≈ 734 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 37/100 · Will not run — References files that are not bundled: scripts/bookmarks.json

ProcedureGitHubWriting and documentsInfrastructuretype 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
A
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
81
Run on models
none yet
Process rating
F
37/100
Will not run
References files that are not bundled: scripts/bookmarks.json
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. 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: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: scripts/bookmarks.json
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 37/100

Will not run. References files that are not bundled: scripts/bookmarks.json
  • 0Tools and files. 1 referenced file(s) missing: scripts/bookmarks.json
  • 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
  • 30Running it twice. 1 mutating operations with no state check
  • 40Consistency. Frontmatter name (tech-news-daily) differs from the folder (eric-tech-brief)
  • 100Steps. 24 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 734 tokens

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
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 347: enough signal without eating the budget
  • +4Structure: 13 headings
  • +3Step-by-step instructions: 24 items
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.

External checks

ClawHub: clean
This skill fetches public tech news and can save user-requested bookmarks locally, with no evidence of hidden or harmful behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026