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technology-search

Search tech blogs, developer forums, and IT media (TechCrunch, Hacker News, 36氪, etc.) for software and hardware industry updates with heat ranking and EN↔CN translation. Use this skill only when the topic is clearly about programming, software, hardware, AI, or IT infrastructure.

57

Quality

66%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./SKILLs/technology-news-search/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

57%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

Highly actionable with concrete commands and a worked example, but the body is padded with exhaustive source/domain enumeration that belongs in a reference file, and the batch search workflow lacks validation checkpoints for network failures.

Suggestions

Move the 75-source enumeration, per-domain source lists, and alias tables into references/sources.json (or a new references/domains.md) and keep SKILL.md to a concise overview with a pointer.

Add a validation/checkpoint step to the workflow for network failures and empty-result handling (e.g., 'if total_found is 0, retry with --all-sources or broader keywords').

Cut the three repeated network-adaptation explanations to a single brief note; Claude does not need the rationale repeated.

DimensionReasoningScore

Conciseness

The ~300-line body extensively enumerates 75 sources, full domain lists, aliases, and a multi-paragraph network-adaptation spiel repeated three times — far more than Claude needs to invoke the skill; clearly padded.

2 / 5

Actionability

Provides copy-paste-ready bash commands with concrete flags (--limit, --max-per-source, --all-sources), documents JSON output fields, and gives a full worked example plus output template — fully executable.

5 / 5

Workflow Clarity

A clear 6-step workflow is present, but it involves fetching from 75 sources and has no validation checkpoint or error-recovery loop for network failures; per the rubric's batch-operation cap this tops out at 3.

3 / 5

Progressive Disclosure

sources.json is correctly referenced one level deep, but the giant source/domain/alias tables are inlined in SKILL.md instead of being split out, leaving structure only partially organized.

3 / 5

Total

13

/

20

Passed

Description

75%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A solid, third-person description that states concrete capabilities and gives an explicit (if restrictive) usage trigger. It distinguishes the skill well and avoids fluff, but falls just short of the top anchor on specificity and trigger coverage.

Suggestions

Add the source count (75 sources) and the bilingual EN↔CN output to the description so the 'what' is fully concrete.

Reframe the trigger as positive guidance ('Use when the user asks for tech news, industry updates, or developer-forum coverage on software/hardware/AI') in addition to the restrictive clause.

Include a couple of natural synonyms (e.g., 'developer news', 'IT news', 'tech updates') to broaden trigger coverage.

DimensionReasoningScore

Specificity

Lists several concrete actions — search tech blogs/forums/IT media, heat ranking, EN↔CN translation — but lacks a few specifics (output format, source count) keeping it just short of comprehensive.

4 / 5

Completeness

Has a clear 'what' (search/heat-rank/translate) and an explicit 'when' ('Use this skill only when the topic is clearly about...'), but the trigger clause is restrictive rather than enumerating concrete positive triggers, so it sits at 4 not 5.

4 / 5

Trigger Term Quality

Strong natural terms (tech blogs, developer forums, programming, software, hardware, AI, IT infrastructure) plus named outlets, but could add a couple of common synonyms or file extensions; not a perfect 5.

4 / 5

Distinctiveness Conflict Risk

The narrow scope (tech-industry news with heat ranking + EN↔CN translation) is a clear niche unlikely to fire for unrelated skills; minor overlap with general news/search skills keeps it at 4.

4 / 5

Total

16

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
netease-youdao/LobsterAI
Reviewed

Table of Contents

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