Agents

Featured agent

digest-publisher — orchestrates the daily Builder Daily digest

Subagent that gathers ranked AI stories, writes paired EN + zh-TW MDX files, and opens a GitHub PR for operator review.

cp .claude/agents/digest-publisher.md ~/.claude/agents/

arxiv-scout — surfaces high-signal cs.AI papers every morning

Pulls overnight cs.AI / cs.LG submissions, ranks by builder-relevance (shipped code, reproducible results), and writes a 5-paper digest with practitioner notes.

cp .claude/agents/arxiv-scout.md ~/.claude/agents/

bench-runner — replays the benchmark suite when new models drop

Re-runs every benchmark JSON in /benchmarks/ against new model endpoints, captures latency/cost/output, opens a PR with diffs vs prior leader.

cp .claude/agents/bench-runner.md ~/.claude/agents/

link-fixer — sweeps published stories for dead links and stale dates

Crawls every story's sources weekly, flags 404s / 5xx / domain expirations, and proposes archive.org wayback URLs as replacements via PR.

cp .claude/agents/link-fixer.md ~/.claude/agents/

trend-tracker — surfaces what story tags are gaining traction across the past 7/30 days

Aggregates tag frequency, source diversity, and pageview signal. Posts a Sunday recap to Slack with rising/falling beats so the operator knows what to lean into next week.

cp .claude/agents/trend-tracker.md ~/.claude/agents/