Manage LinkedIn Feed Tracker topic clusters through natural language. Use this skill when the user says "add a topic," "remove a topic," "change my topics," "edit topics," "what topics am I tracking," "update my topics," "topic clusters," or any request to view or modify which topic areas the feed tracker monitors. Also triggers on "track [topic]" or "stop tracking [topic]."
How this skill is triggered — by the user, by Claude, or both
Slash command
/linkedin-feed-tracker:manage-topicsThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
View, add, edit, and remove the topic clusters that organize LinkedIn feed analysis.
View, add, edit, and remove the topic clusters that organize LinkedIn feed analysis.
Topics are stored as a JSON array in the config table of ${CLAUDE_PLUGIN_ROOT}/scripts/data/feeds.db:
SELECT value FROM config WHERE key = 'topic_clusters';
Each topic has a name and keywords array. The keywords exist for backward compatibility with the legacy analyzer, but Claude's analysis uses actual content understanding — the topic name alone is usually sufficient.
SELECT value FROM config WHERE key = 'topic_clusters';
Parse and display as a clean list with topic names and keyword counts.
Ask the user what topic they want to track. Add it to the JSON array with relevant keywords. Update the config:
UPDATE config SET value = '[updated JSON]', updated_at = datetime('now') WHERE key = 'topic_clusters';
Show current topics, confirm which to remove, update the JSON array.
Rename or update keywords for an existing topic.
Restore the default four topics: Founders & Startups, Operations & Productivity, Sales & Revenue, Work & Culture.
[
{"name": "Founders & Startups", "keywords": ["founder", "startup", "fundraising", "series", "venture", "bootstrap", "launch", "pivot"]},
{"name": "Operations & Productivity", "keywords": ["operations", "productivity", "systems", "workflow", "automation", "efficiency", "process", "tools"]},
{"name": "Sales & Revenue", "keywords": ["sales", "revenue", "pipeline", "deal", "quota", "prospecting", "outbound", "closing"]},
{"name": "Work & Culture", "keywords": ["culture", "remote", "hiring", "team", "leadership", "management", "career", "workplace"]}
]
Confirm the update and show the new topic list. Remind the user that the next analysis will use the updated topics.
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