Monthly Pathfinder gap-analysis automation#96
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…ctionable doc gaps Analyzes the trailing 30 days of analytics queries, clusters low-confidence and unanswered queries by topic, and uses the Anthropic SDK to summarize each cluster into a named knowledge gap. Hardened against malformed LLM output: recovers object-wrapped and multi-array gap shapes order-independently, caps and de-duplicates same-key gaps so alerts stay bounded, escapes untrusted query text in the prompt, persists gap state before alerting, and scopes the state lineage to the default scheduled branch with broken-chain detection. Includes the cluster helper and full unit-test coverage.
Adds the monthly-gap-analysis GitHub Action (30-day lookback, analytics-API based) that runs the tool on a cron and alerts on detected gaps. Extends the static-quality workflow to prettier-check the gap-analysis scripts and adds a typecheck-scripts job, since the root tsconfig excludes scripts/ and never type-checked the shipped scheduled scripts.
Adds tsconfig.scripts.json, which type-checks scripts/gap-analysis (and its tests) without emitting, since the root tsconfig is scoped to src/. Adds the Anthropic SDK as a devDependency (it is only used by the scheduled script, not the published runtime) and excludes all tsconfig*.json from the npm tarball so the new scripts config does not ship.
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Summary
Required configuration (before enabling)
PATHFINDER_ANALYTICS_TOKEN(analytics API bearer),ANTHROPIC_API_KEY(optional — LLM classification; falls back to deterministic clustering if unset),NOTION_TOKEN(report publishing).SLACK_WEBHOOK_OSS_ALERTSorg secret.actions: read(cross-run artifact download for the prior-state baseline).Notes
scripts/gap-analysis/is excluded from the npm tarball (.npmignore);@anthropic-ai/sdkis a devDependency (only this CI script uses it, dynamically imported).tsconfig.scripts.json; 93 unit tests cover clustering, LLM-output recovery, dedup/cap, the dry-run contract, and prompt-injection escaping of untrusted query text.Test plan
workflow_dispatchdry-run to verify analytics fetch + report generation without alerting.