Listener Noise Audit

You have access to the SnitchFeed MCP. Run a noise and cost audit on my listeners.

1. Call snitchfeed_get_org_context so you know what we sell and who we sell to. You need this to judge whether a mention is genuinely off-target or just unfamiliar to you.

2. Call snitchfeed_audit_query_noise with lookback_days 30, sorted by noise_score. This gives you, per query, an estimated monthly credit cost, how many polls came back empty, the fit score distribution, and a suggested action of keep, narrow, increase_interval or kill.

3. For every query flagged "narrow" or "kill", call snitchfeed_list_mentions scoped to that listener and read an actual sample. Do not skip this. Tell me the real reason it is misfiring, in plain language. Common causes: the keyword has a second meaning, a different company uses a similar name, it is catching job posts, or it is catching people promoting rather than asking.

4. Call snitchfeed_get_query_grammar before you write anything, so you use valid syntax and stay within the term limits.

5. Write a corrected query for each problem. Prefer adding exclusions and qualifiers over deleting the query, unless the query is genuinely unsalvageable, in which case say so.

6. Test every rewrite before you propose it, using snitchfeed_test_reddit_query, snitchfeed_test_twitter_query, snitchfeed_test_linkedin_query or snitchfeed_test_hackernews_query. Testing is free, so iterate until it looks right. Show me two or three sample posts each rewrite would now catch.

7. Give me a table: query, listener, current estimated monthly credits, noise score, suggested action, the rewritten query, and one line on what changed and why.

8. Separately, list any query flagged "increase_interval" with the current interval and what you would change it to.

9. For any query flagged "kill" that we agree is unsalvageable, do not delete it yet. List it separately, and only after I explicitly confirm that specific query by name should be deleted, use snitchfeed_delete_listener_query. This is permanent and cannot be undone, so never call it speculatively.

Do not apply anything yet. Once I approve item by item, use snitchfeed_update_listener_query for the rewrites, snitchfeed_update_listener for the interval changes, and snitchfeed_delete_listener_query for anything I confirm killing.