UTC05:21ZNowSIREN 456.6/100Delta+0.5upsince 03:34ZObservedSources15/15reportingStatusOPERATIONAL

Which AI stories has SIREN scored in this window? · Which AI news tags have SIREN pages? · Which AI tags has SIREN scored stories about?

What has SIREN scored about Agent skills?

Agent-skill and Claude-Skills marketplace stories scored in the newsroom or archive — coverage counts, not a capability forecast. A tag page lists scored stories whose title or summary matched a published needle — not a probability of harm and not a ranking of the companies named.

1Scored stories in window
12Older in archive

Which scored stories are tagged Agent skills in this window?

  1. SkillMarker: A KGW-Based Watermarking Method for Agent Skill Ownership Verification HF-DAILY-PAPERS · · capability 43.0

Which AI stories has SIREN scored in this window?

Which older scored stories are tagged Agent skills?

Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.

  1. Skill Constellations: Tracing the Supply Chain of Agent Skills on GitHub HF-DAILY-PAPERS · · capability 34.7
  2. SkillContrast: Difference-Guided Text Selection for Agent Skill Reranking ARXIV-NEWEST · · capability 27.1
  3. One Skill Too Many: How Co-Installed Skills Conflict in Coding Agents ARXIV-NEWEST · · capability 27.1
  4. New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent AWS-ML · · attention 25.4
  5. Mining Agent Skills from Production Traces ARXIV-NEWEST · · capability 27.8
  6. Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation HF-DAILY-PAPERS · · capability 36.0
  7. SkillSeek: Revisiting Agent Skill Retrieval at Marketplace Scale HF-DAILY-PAPERS · · capability 37.4
  8. Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation ARXIV-NEWEST · · capability 29.6
  9. SKILLLITE: Evidence-Guided Malicious Skill Auditing with Compact LLMs ARXIV-NEWEST · · capability 29.9
  10. SkillDRE: Dual-Stage Red-Team Evolution of Agent Skills via Pre-Execution and Runtime Feedback HF-DAILY-PAPERS · · capability 34.6
  11. ExpVoyager: Direct Experience Navigation for Dynamic Agent Skill Synthesis HF-DAILY-PAPERS · · capability 40.2
  12. Report: Progressive Disclosure of Agent Skills ARXIV-NEWEST · · capability 29.0

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about Agent skills?

13 scored stories match this published needle on SIREN (1 in the live window, 12 older in the archive). Agent-skill and Claude-Skills marketplace stories scored in the newsroom or archive — coverage counts, not a capability forecast.

Which scored stories are tagged Agent skills in this window?

1 scored story matched this published needle in the current window. A tag page lists headlines — not a topic doom score.

Which older scored stories are tagged Agent skills?

Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.

Which other tags have scored stories?

Other published tags that clear the substance gate, each linking What has SIREN scored about that tag?

Does SIREN publish a Agent skills doom score?

No. Activity tempo, not probability of harm. A tag page lists matching headlines — not a probability of harm and not a ranking of the companies named.

Which other tags have scored stories?

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