ruflo-market-data
claudeMarket data ingestion — feed normalization, OHLCV vectorization, and HNSW-indexed pattern matching
2 skills · 1 command · 1 agent
Makes ad spend verifiable for people without an analyst: every number carries a source, every change a baseline, every promise a verification date. It does not optimise campaigns — it makes every claim about them checkable, and every failure impossible to miss.
Plugin ads from marketplace ads-discipline in tka4enko/ads-discipline. Commands read from the repo's manifest — 1 month ago.
This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.
dailyThe daily routine - snapshot what nothing can recover, diff against yesterday, record detected changes with baselines, raise decisions due for verification, write the brief. Run by a scheduled task, or by hand with "run the daily routine". Not interactive - it asks nobody anything; what it cannot an
explainExplain an advertising term, metric, status or account behaviour to someone without a marketing background — using their own data. Use for "what does this mean", "why is it like this", "what is X", "is this normal or not".
exportTurn live connector reads into the portable CSV export that an audit can consume. Use before running any paid-media audit that needs account data, when an audit reports zero evidence or insufficient coverage, or for "prepare the data for the audit", "export the account", "why does the audit say it h
gapsRegistry of data gaps — what is missing to reach a conclusion, where to get it, and what it would unlock. Use when asked "why can't you tell", "what data is missing", "what should we connect", or whenever another skill hits a missing source.
orientEstablish what the account can and cannot currently be trusted to tell you — which sources are connected, which conversion counters are still firing, which numbers are unusable and why. Use when asked "what's going on", "where are we", "what do we actually see", "is anything broken", or before trust
setupCheck what this session is missing and print exactly how to fix it — which connectors respond, whether a state repository is named and reachable, and what each missing piece would unblock. Run this first on a new machine, a new surface, or when an answer says it cannot see something. Use for "what d
sharpenInterrogate a campaign, goal, ICP or hypothesis until it is sharp enough to test — grounded in what the account actually says. Use for "who is this campaign even for", "what counts as a result here", before launching anything, setting a target, or whenever a statement sounds vague ("let's try a new
analystMain-thread persona for advertising work. Applies the confidence-label and missing-data discipline to every answer, not only inside a skill. Activated automatically while this plugin is enabled.
collectorPulls raw numbers from ad platforms, GA4 and the CRM. Does not interpret or evaluate — only retrieves and normalises. Invoke for any data gathering that precedes analysis.
diagnoserWorks out why an object behaves the way it does — underdelivery, a jump in cost, a drop in conversion. Connects metrics, delivery statuses, change history and CRM outcomes. Invoke after collector has gathered the numbers and a deviation has been found.
judgeRules on contested verdicts and synthesises the playbook — decides whether an accumulated set of experiments justifies promoting a rule, and whether existing rules still hold. Invoke rarely, for decisions whose cost of error is measured in months.
meta-adsconnects to: https://mcp.facebook.com/ads
hubspotconnects to: https://mcp.hubspot.com/anthropic
githubconnects to: https://api.githubcopilot.com/mcp/
"${CLAUDE_PLUGIN_ROOT}"/hooks/pending-context.sh
Market data ingestion — feed normalization, OHLCV vectorization, and HNSW-indexed pattern matching
2 skills · 1 command · 1 agent
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