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news-idea-briefing

Read the latest news feed results (server/data/news-results-*.json), cluster items by topic, and generate grounded research idea seeds with citations. Use when the user wants to turn their daily news into actionable ideation proposals, or when invoked by the proactive research scout (Option C).

74

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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

A well-crafted multi-step skill: lean prose, an executable helper command with concrete flags, explicit validation/feedback checkpoints, and clean one-level-deep references to real bundle files. No meaningful weaknesses relative to the rubric.

DimensionReasoningScore

Conciseness

The body is lean and assumes competence — it never explains what clustering, arXiv, or LLM agents are, and offloads schemas and detailed rules to references, so every section earns its place; not a 2 because there is no padded concept explanation to trim.

3 / 3

Actionability

Provides a fully executable command with concrete flags ('python scripts/cluster_and_seed.py --news-data-dir … --top-n-per-cluster 6 --min-score 3.5'), specific field paths ('meta.title', 'sections.survey.scope'), and an exact per-seed field schema; this is copy-paste-ready guidance, not pseudocode.

3 / 3

Workflow Clarity

Six clearly sequenced steps with validation checkpoints: the Step 5 novelty cross-check is an explicit feedback loop (downgrade confidence on a near-duplicate), Step 6 enforces an append-only/never-overwrite guard, and the required grounding self-check checklist exists in references; not a 2 because verification is present rather than missing for this batch operation.

3 / 3

Progressive Disclosure

The SKILL.md body is an overview that points one level deep to real, clearly-signaled bundles — 'schema in references/contract.md' and 'See references/grounding-rules.md' — and the referenced files exist, matching the clear-overview-with-well-signaled-references anchor.

3 / 3

Total

12

/

12

Passed

Description

85%

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 strong description: concrete actions, explicit what-and-when triggers, and a distinct niche. The only weakness is reliance on internal jargon ('proactive research scout (Option C)') in the trigger clause that a user is unlikely to voice.

Suggestions

Replace or supplement 'proactive research scout (Option C)' with user-facing phrasing such as 'when the user wants research ideas from today's news' so the trigger matches natural speech.

Add common keyword variations (e.g., 'news roundup', 'research ideas', 'paper clustering') to broaden trigger-term coverage.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Read the latest news feed results', 'cluster items by topic', 'generate grounded research idea seeds with citations' — matching the 'lists multiple specific concrete actions' anchor; not a 2 because the actions are comprehensive rather than partial.

3 / 3

Completeness

Clearly states what it does (read/cluster/generate seeds) and gives an explicit 'Use when the user wants to turn their daily news into actionable ideation proposals' trigger, answering both what and when; not a 2 because the when-clause is explicit rather than implied.

3 / 3

Trigger Term Quality

'turn their daily news into actionable ideation proposals' is a natural phrase, but 'proactive research scout (Option C)' is internal jargon a user would not say and common variations are thin, so it sits at 'some relevant keywords but missing common variations' rather than full coverage.

2 / 3

Distinctiveness Conflict Risk

Targets a clear niche — transforming existing news-feed output into ideation seeds — with distinct triggers unlikely to fire for sibling skills; the body further disambiguates against aris-idea-discovery and inno-idea-generation.

3 / 3

Total

11

/

12

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

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

Total

15

/

16

Passed

Repository
OpenLAIR/dr-claw
Reviewed

Table of Contents

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