ai_radar: AI economics and engineering research radar

Repository-documented research-monitoring workflow using domain-specific Claude Code skills to discover, check, deduplicate and archive public-source AI economics and engineering literature as structured Markdown entries.

Workflow level n/a Source Repository-documented Outcome Not empirically evaluated here

Evidence & verification

Source level

Repository-documented
Grounded in a maintainer repository/README. Availability, stars and forks do not establish research benefit or correctness.

Outcome verification

Not empirically evaluated here
A documented resource or intended workflow, not a demonstrated academic outcome. No empirical benefit is established by its inclusion.

Sources checked

2026-10-17 (UTC)

README documentation review; capabilities attributed to maintainers, not demonstrated by this editorial review.

Source-checked does not mean independently reproduced. See the Method page for how these labels are assigned.

Sources (1)

Research applicability

Helps economics, policy and AI-methods researchers maintain a source-attributed reading library and monitor new work.

Getting started

Untested editorial guidance: inspect engine contracts and profiles, adapt a narrow public research topic and review a small manually supplied URL batch before enabling any unattended workflow.

Maintenance

README retrieved on 2026-10-17; future maintenance not verified.

License

Consult repository and each dependency/data licence; no independent legal audit.

Workflow & human oversight

Workflow level left unspecified for this resource-level listing. Researchers choose scope, inspect inputs and methods, and verify generated outputs before reuse.

Workflow level is not an evidence score; higher is not better evidence.

Approach

Two domain adapters share a research engine. The README describes watchlist and web discovery, provenance-bearing library entries, daily reports, deterministic write validation and provisional or human-review queues for uncertain sources.

Limitations

README-only review; scheduled operation, safety guarantees, test totals and library size are author claims not independently verified here. Coverage reflects configured profiles and accessible public sources, not a comprehensive literature search. Automated source checks and scoring do not replace researcher appraisal.

Reproducibility

Primary README source check only; no installation, execution, security test or performance reproduction.

Adoption requirements

Documented setup expects Claude subscription access, a user-configured GitHub Actions secret, interest profiles and an exact-host egress allowlist. Review hosted-workflow permissions and third-party content rights before reuse; no credentials or schedules were configured in this review.

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