tl-cli

Plugin tl-cli from marketplace thoughtleaders-plugins in ThoughtLeaders-io/thoughtleaders-cli. Commands read from the repo's manifest — 3 days ago.

Skills (9)

• connector-impact

  Join a brand's Impact (impact.com) data to ThoughtLeaders data: each Impact partner matched to a TL channel and, where Impact can tell videos apart, to the exact TL sponsorship; otherwise a go-live timeline of the creator's TL videos against Impact results. TL views, price and CPM sit beside Impact

• tl-brand-creator-connection

  Find the honest connections between a brand and a YouTube creator, built on a reusable, evidence-backed profile from the creator's own words, with an optional creator brief the creator can work from. Invoke whenever the user asks for a "brand-creator connection", "creator-brand connection", "persona

• tl-channel-authenticity

  Detect non-organic views / fake engagement / bot comments on a YouTube channel before booking (or after delivering) a sponsorship. Use when asked to vet a channel, check if views/comments are real, investigate suspicious engagement, audit a sponsorship delivery, or whenever someone shares a YouTube

• tl-create-workflow

  Turn a sponsorship / sourcing goal into a structured, data-populated **Workflow** — an ordered funnel of report-stages that channels (or brands) move through, e.g. Sourced → Qualified → Get face on screen → Reach out → Contacted → Sold. Invoke when the user wants to build or set up a workflow or pip

• tl-keyword-research

  Turn a topic into a *validated* content filter and the channels it selects. Invoke whenever the user wants to find videos or channels by what they are about — topics, concepts, niches, not IDs or names: "a group/set of keywords for <topic>", "keywords that represent <topic> content", "find content/c

• tl-save-report

  Save the results of an in-chat data-exploration session as a TL report. Triggers when the user wants to persist a channels / brands / videos (uploads) / sponsorships list or filtered set they've been working with — phrases like "save this as a report", "save the list", "turn this into a campaign", "

• tl-top-partnerships

  External brand-user performance report. Ranks a brand's sponsorships by effective CPM once the sponsored videos went live, and compares live eCPM against the sold-date projection. Use whenever a brand user asks "which of my sponsorships performed best", "top partnerships this year", "best ROI deals"

• tl-views-guarantee

  Calculate the optimal views guarantee (VG) for a multi-video sponsorship buy with a YouTube creator. Given a channel ID or name, returns "video bundle size / views guarantee / likelihood to hit" based on bootstrap simulation of the channel's recent video performance (view counts measured at video ag

• tl

  Query and analyze YouTube sponsorship data using the `tl` CLI. Use this skill for finding channels, brands and sponsorships, and for data exploration, including counts, metrics, trends, time-series, distributions, single-record drill-downs, revenue / pipeline-weighting math, view-curve analysis, cro

Subagents (8)

• cast-sheet

  Reads the opening of each video in ONE sheet (its first minute and a half of captions, its title and the description lines that name people) for the tl-brand-creator-connection skill and says who is on it: the host(s), everyone else named as present with their role, and the video's format. It judges

• gem-classifier

  Extracts creator self-disclosure ("gems") from ONE batch of transcript windows for the tl-brand-creator-connection skill: which windows are the creator talking about themselves, whose voice it is and what showed that, which life domain, plus the third-person claim and the exact span of the window th

• keyword-context-classifier

  Judges whether candidate YouTube channels genuinely cover a topic, or only use the topic's keyword(s) in an unrelated sense, from keyword-in-context snippets gathered by the tl-keyword-research skill's fetch_context step. Use when you have a JSON array of per-channel snippet evidence and need a fast

• keyword-entity-resolver

  Resolves a content topic into the real-world proper nouns needed to search for it — entity families (company → product line → model/version → codename → sibling), post-cutoff launch/rename facts, and insider community vocabulary — by running a few narrow web lookups and returning ONLY a compact JSON

• keyword-relevance-validator

  Judges whether sampled YouTube documents (videos or channels) returned by a keyword probe are genuinely about the user's intended topic, for the tl-keyword-research skill's validation step. Use when you have a JSON array of sample docs (title/summary, or channel name/topic) and need a fast, cheap pe

• merge-shard

  Judges ONE shard of clustered self-disclosure candidates for the tl-brand-creator-connection skill's merge pass: which clusters to keep, fold or drop, the sensitivity tier, narrowed claims, confidence overrides, superseded and ended facts, and its proposed selected picks. Use for the skill's merge f

• tl-analyst

  Use when the user asks to analyze, compare, investigate, or summarize ThoughtLeaders data across multiple dimensions. Chains tl CLI commands to answer complex questions that require multiple queries, cross-referencing, or aggregation. Triggers on "analyze", "compare", "investigate", "deep dive", "cr

• youtube-comment-classifier

  Classifies a batch of YouTube comments as organic vs bot/spam/template for the tl-channel-authenticity skill's fake-engagement detection. Use when you have a JSON array of scraped comments and need a fast, cheap per-comment authenticity judgment. Returns strict JSON only.

Hooks (3)

• SessionStart

  node "${CLAUDE_PLUGIN_ROOT}/hooks/scripts/load-tl-skill.mjs"

• PreToolUse

  bash ${CLAUDE_PLUGIN_ROOT}/hooks/scripts/pre-check.sh

• PostToolUse

  bash ${CLAUDE_PLUGIN_ROOT}/hooks/scripts/post-usage.sh

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