frontier-digestlisted

# frontier-digest — FH Frontier Insight Collection & Synthesis > Automatically collects the latest AI/agent/harness engineering trends from HackerNews and arxiv, > then compresses and synthesizes them into insights directly relevant to forge-harness skills and structure. ## Triggers ``` /frontier-digest # immediate execution /frontier-digest --save # save result to file "what's on the frontier" "this week's AI trends" "harness trends" "latest agent developments" "any ideas for improving the harness?" ``` --- ## Step 0. API Environment Detection ``` Priority: 1. ANTHROPIC_API_KEY environment variable → Claude Sonnet 2. Neither → WebSearch mode (raw data only, no synthesis) ``` Report detection result in one line. Example: `🔑 Using Claude Sonnet` --- ## Step 1. Data Collection ### HackerNews (Algolia API) Collect latest stories by keyword. Via `curl`: ```bash for KW in "AI agent" "LLM harness" "Claude" "multi-agent" "context engineering"; do curl -s --max-time 8 \ "https://hn.algolia.com/api/v1/search?query=$(echo $KW | tr ' ' '+')&tags=story&hitsPerPage=5&numericFilters=points>10" done ``` Collection criteria: score > 10, keyword-relevant items only. Max 15 items. ### arxiv ```bash for Q in "multi-agent LLM" "AI software testing" "context engineering agents"; do curl -s --max-time 8 \ "https://export.arxiv.org/api/query?search_query=all:${Q// /+}&max_results=2&sortBy=submittedDate&sortOrder=descending" done ``` Max 6 items.