Skills

gooseworks-ai/goose-skills

Library of Growth & GTM skills + data APIs for Claude Code, Codex, Cursor to run ads, social, content, lead gen, seo and data scraping

183 skills listed · MIT · 1.3k stars · last pushed 26 Oct 2026

gooseworks-ai/goose-skills on GitHub

Across these 183 skills

Pattern check

Nothing flagged in 179

Items to review in 4: analyze-performance, launch-meta-ad-campaign, make-product-photos and 1 more

What it can touch

5 touch credentials
3 change agent settings
2 download software
+5 more
- 2 install more skills
- 69 run shell commands
- 56 bundle scripts
- 55 name web addresses
- 48 reach the network

Checked at commit 1add09b on 29 Oct 2026. 1 skill isn't listed while QAI reviews a check result.

Skills

All183 Items to review4

Skills in gooseworks-ai/goose-skills, page 1 of 4
Skill	What it can touch	Pattern check	Licence	Updated
ad-angle-minerResearch supported advertising promises from a specific buyer's context, current product facts, customer language and observed ads. Turn them into static, video or copy ideas; match video ideas to actual recipes and save a product-scoped angle bank for write-video-ad-script. Product-led discovery can use verified facts without reviews. Reference persistence and reach are observations, not proof of performance. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
ad-campaign-analyzerAnalyze ad campaign performance data (Google, Meta, LinkedIn) to identify what's working, what's wasting budget, and specific cut/scale/test recommendations. Runs statistical analysis, funnel diagnostics, and multi-channel budget reallocation with specific dollar-amount shift recommendations and scenario modeling. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
ad-lead-quality-analyzerFor paid lead-gen and participant-recruitment ads, replaces vanity CPA with true CAC per qualified lead by joining ad-platform data with downstream funnel events, surfaces tracking gaps, and classifies every creative into Scale / Keep / Investigate / Cut. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
ad-management-intakeThe intake stage of a Meta ad harness. Researches the brand first, states what it assumes, and asks only what it cannot infer and what would change money, claims or legal exposure if guessed wrong — at most four questions a turn, in plain business language. Writes the brand's stable facts (ads/brand.md), the campaign brief, and a log of what was asked vs assumed. Use it when someone wants to run Meta ads and the brand's ad facts are not yet recorded. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
ad-policy-checkChecks paid ads against the ad platform's rules (Meta, TikTok, Google, LinkedIn and others) and the brand's category rules: the copy, on-image or on-screen text, pictures and people. Rewrites what can be fixed honestly, adds the disclosures that are needed, and flags anything that needs a human or legal review, with one pass, fixed or flag line per ad and platform. Use alone when you already have the ad text or images and know where they will run; otherwise run the playbook for the job (e.g. make-static-ads, make-content, email-lifecycle). Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
ads-north-star-strategyTurn a brand's facts, a campaign brief and the product into a one-minute Meta ad strategy with its reasoning — goal, audience, objective and placements, budget split, how many ads and how different they must be (generate 3x so the user can choose), the test frame, the success metric, and safety rules for the user to accept. Decides what launch-meta-ad-campaign then executes, and re-reads the strategy after a deep check to show which assumption changed. Use it after intake and before any creative is generated or any campaign is built. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
analyze-performanceWeekly performance read across every channel we run: what worked, why, and what to make next, judged on the business's real number (store revenue, qualified pipeline, retained users), not platform claims. Use when: write my Monday report; how are my ads doing — which ad won?; are my ads actually making money (Meta says 4x ROAS but revenue is flat); why did sales drop this week; did the test win; is my tracking working; monthly numbers for the replan; anything on fire today. Not for acting on the recommendations (pausing, scaling, launching) — use run-paid-campaigns; not for replanning the budget — use plan-campaign. Installs more skills +1 more Pattern check: 1 item to reviewMITUpdated 24 Oct 2026	Installs more skills Runs shell commands	Pattern check: 1 item to review	MIT	24 Oct 2026
analyze-performance-call-and-learnStep of the analyze-performance playbook: calls ended tests, scores last week's calls, writes this week's kill/scale/hold calls and drafts learnings for the brand brain. Run analyze-performance instead; not for direct use. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
analyze-performance-diagnoseStep of the analyze-performance playbook: flags tracking breaks with fixes and explains each big metric move with evidence, confidence and ruled-out causes. Run analyze-performance instead; not for direct use. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
analyze-performance-intakeStep of the analyze-performance playbook: gathers the week's numbers from tools, exports and pastes, cleans them, and writes the coverage line or switches to claims-only mode. Run analyze-performance instead; not for direct use. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
analyze-performance-rank-and-readStep of the analyze-performance playbook: ranks creative by angle, hook and format with spend gates, writes short per-channel reads and drafts what to make next. Run analyze-performance instead; not for direct use. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
analyze-performance-revenue-joinStep of the analyze-performance playbook: joins cleaned store or CRM numbers with ad spend to build the business-truth table, MER, new-customer cost and the overclaim ratio. Run analyze-performance instead; not for direct use. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
animate-imageAnimate an existing product image or static ad into a short branded video using the GooseWorks Animate Images workflow, with source-image continuity and optional end-frame control. Names web addresses Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Names web addresses	Pattern check: Nothing flagged	MIT	24 Oct 2026
answer-ads-questionsAnswer questions about a brand's Meta ads (spend, results, which ad is winning, is it paused, why did Goose do that) only from reads made in the same turn, with the data window and sync time on every number and a plain caveat when the connection is stale or partial. Use it whenever a user asks how their ads are doing or why an ad action was taken. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
brand-researchResearch a company or brand from its website and produce a reusable Brand Core covering products, audience, competitors, positioning, offers, messaging evidence, voice, and visual identity. Use before growth, ad, content, creator, or product work when reliable brand context is missing. Touches credentials +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Touches credentials Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
caption-burnBurned-in captions for a finished vertical video, three kinds. transcribe.py gets word timings from the video's own audio through the GooseWorks proxy (fal Whisper, charged to your GooseWorks credits, cents); captions.py burns one to three words at a time with Pillow + ffmpeg (no libass needed), either pinned to a split-screen seam (plate 25% above / 75% below) or at a fixed height, in a plate, outline or one-word serif style, with an optional red hook card; plates.py burns per-beat caption blocks (black, one union silhouette, placed in the emptiest band) for formats with no voice. The last caption (the CTA) holds to the final frame. Use as the last step of any video ad. Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
claims-gateChecks every claim in a piece of copy (ads, emails, posts, pages, scripts, briefs) against the claims the brand has approved. Keeps, rewrites or cuts each line, and lists the proof that would bring a cut line back. When a line the copy needs has no approval, it asks for a short sign-off on the 3 or 4 lines that matter and records the answer. Use alone when you already have the copy and a brand set up; otherwise run the playbook for the job (e.g. make-static-ads, make-content, write-outreach). Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
comment-miningMine comments and replies on social posts, videos, and ads for recurring customer language, questions, objections, desired outcomes, complaints, product requests, purchase signals, and creative opportunities. Use for voice-of-customer research grounded in linked source evidence. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
company-contact-finderFind decision-makers at a specific company using Fiber, Crustdata and PDL people search inside the GooseWorks coworker. Given a company name and target titles, returns a list of contacts with name, title, LinkedIn URL, and location. Names web addresses Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Names web addresses	Pattern check: Nothing flagged	MIT	24 Oct 2026
competitor-ad-intelligenceScrape competitor ads from Meta, TikTok, Google, and LinkedIn ad libraries, analyze creative patterns (hooks, formats, CTAs), reverse-engineer landing page funnels, and produce a strategic teardown with vulnerability analysis and counter-play recommendations. Use when you need to understand the competitive ad landscape, find new creative directions, or identify weaknesses in a competitor's paid strategy. Reaches the network +1 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Reaches the network Names web addresses	Pattern check: Nothing flagged	MIT	24 Oct 2026
compose-creator-layerComposite a generated creator track into a product layer, per beat — in the creator's zone on split beats (either side of a seam), full frame on creator beats, hidden on product beats — with the creator's voice as the audio (loudness -14 LUFS) and an optional ducked music bed, or a music-only or silent master for voiceless formats. Free, local ffmpeg. Pairs with footage-cutlist (the layer) and create-creator-takes-h3 (the creator). Use for split-screen (with an optional zoom and brand-colour seam bar), screen-insert and any creator-over-product format. Runs shell commands +1 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Bundles scripts	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-apple-notes-mockupRender pixel-accurate Apple Notes (iPhone, light mode) screenshot mockups from a JSON note spec. Outputs HTML + PNG at the iPhone 16/15 Pro native 1180×2556. Supports paragraphs, images, checklists, dividers, autocorrect underline, smart quotes, and an optional iOS keyboard chrome overlay used by the parent video-ad molecule. Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-chatgpt-mockupRender pixel-accurate ChatGPT mobile (iOS) screen mockups in light mode from a thread JSON. Supports user text bubbles, user image attachments, assistant markdown prose, citation chips, the OpenAI spiral logo, the Apps-SDK GPT chip in the composer, and three header styles (model-tag, plain title, "Get Plus"). Fixed 9:16 viewport. Outputs HTML + PNG. Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-creator-takes-h3Generate an AI creator talking to camera, saying an approved script, as one continuous track — H3 Max reference-to-video through the GooseWorks fal-proxy (charged to your GooseWorks credits). Plans takes on line boundaries under H3's 15s cap, dry-runs a cost estimate, generates the first take alone so its voice can be locked and passed to every later take, joins takes with measured 0.10s dissolves, and moves each line's timing onto the words actually spoken. Use for any format with a generated creator speaking a script (split-screen, screen inserts, talking-head ads). Touches credentials +4 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Touches credentials Runs shell commands +3 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-image-falGenerate or edit an image via any FAL image model (nano-banana edit, gpt-image, flux, ...), routed through the GooseWorks proxy, so the call is charged to your GooseWorks credits. image_urls must be public URLs; --image puts a local file on the fal CDN first. The recipe names the model + prompt. Use for keyframes, flat-cover transforms, product hero edits. (For the OpenAI gpt-image family specifically, create-image-gpt-image-fal also exists.) Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-image-gpt-image-falGenerate a single photoreal or designed image with OpenAI gpt-image via fal.ai. Supports gpt-image-1 (default, fixed sizes — the FAL fallback for Higgsfield's `gpt_image_2`) and gpt-image-2 (`openai/gpt-image-2`, custom output sizes up to 3840px). Routes to text-to-image or the edit variant depending on whether a reference image is provided. Use for photoreal character anchors, scene keyframes, and designed sheets (e.g. storyboards) where precise layout and legible text matter. Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-imessage-mockupRender pixel-accurate iMessage screenshot mockups (DM or group) from a thread JSON. Supports minimal, with-keyboard, and full iPhone 15 Pro frame variants. Outputs HTML + PNG. Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-kinetic-typographyRender a deterministic text-only video ad from approved copy, font, colors, timing and CTA. Use when a brand needs an animated message without product photography or a creator. Bundles scripts Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Bundles scripts	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-music-elevenlabsGenerate an instrumental music bed via ElevenLabs Music, routed through the GooseWorks proxy, so the call is charged to your GooseWorks credits. Trims any sparse intro, loudnorm, fades the tail. Prompt + length from the template recipe. Use for the music layer of any video-ad format. Reaches the network +2 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Reaches the network Names web addresses +1 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-video-falImage-to-video (or text-to-video) via any FAL video model (Kling, Seedance, Veo), routed through the GooseWorks proxy, so the call is charged to your GooseWorks credits. The template recipe names the model + params; image_url inputs must be public URLs (the orchestrator hosts local frames with the MCP media_upload). Returns the result video URL and downloads it. Use for the generative base clip of any video-ad format. Reaches the network +2 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Reaches the network Names web addresses +1 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-video-seedance-2-falGenerate a single 4-15s vertical video clip with ByteDance Seedance 2.0 reference-to-video via fal.ai, for shots with no realistic face (a product hero, a product in motion, an empty set). Multi-image reference (product + setting), ambient audio, internal multi-cut handling within one render, 720p by default. Routes through the GooseWorks FAL proxy (charged to your GooseWorks credits). Seedance refuses photoreal faces, so talking heads and creators go to creator-h3 / video-h3max. Touches credentials +4 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Touches credentials Runs shell commands +3 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
create-vo-elevenlabsGenerate a voiceover (VO) clip via ElevenLabs text-to-speech, routed through the GooseWorks proxy, so the call is charged to your GooseWorks credits. Voice id + script text come from the template recipe. Use for the spoken narration of VO-driven video-ad formats (cgi-app-sizzle, flat-vector-explainer, hypermotion). Never call ElevenLabs directly — the proxy attribution is required. Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
email-lifecycleLifecycle email, SMS and push: audits the list and deliverability, then writes the flows this kind of business needs first, loadable as-is in your own tool, plus segments, cadence and this week's broadcasts. Never sends anything. Use when: set up my welcome and abandoned-cart emails; trial onboarding or waitlist launch emails; win back lapsed customers; plan this week's emails and texts; push notifications for my app; why are my emails going to spam; plan our Black Friday email and SMS sends; a send went wrong. Not for cold outreach to prospects — use write-outreach; not the editorial newsletter issue — use make-content; not the whole cross-channel Black Friday plan — use plan-campaign. Runs shell commands Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands	Pattern check: Nothing flagged	MIT	24 Oct 2026
email-lifecycle-broadcast-plannerStep of the email-lifecycle playbook: builds the month's send calendar and writes this week's email and SMS broadcasts against the approved cadence and segments. Run email-lifecycle instead; not for direct use. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
email-lifecycle-flow-writerStep of the email-lifecycle playbook: writes one lifecycle flow as a build sheet for the brand's email tool, every message finished in the brand voice. Run email-lifecycle instead; not for direct use. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
email-lifecycle-lifecycle-auditStep of the email-lifecycle playbook: audits list, consent, live flows, recent sends and sending setup, marking every item verified, from-you or unknown. Run email-lifecycle instead; not for direct use. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
email-lifecycle-offer-mathPrices one discount, free-shipping threshold or referral reward against contribution margin: cost per order, share of margin used, break-even lift, code leakage risks, and one recommended offer in two plain sentences. Use alone when you already have the offer, average order value and margin per product; otherwise run email-lifecycle. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
email-lifecycle-send-checkChecks a drafted email flow or broadcast before it is loaded: flow logic and exits, overlaps, offer depth and codes, stock, claims, consent and legal footer, SMS rules, rendering, voice and AI-copy tells, and the goal metric. Returns a pass / fixed / open-question table. Use alone when you already have the finished draft and the brand's product and policy facts; otherwise run email-lifecycle. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
footage-cutlistWatch a brand's own product footage (screen recording, product film), pick the moment that proves each line with the user, and render those picks as a product layer — free, local. survey.py turns footage into timestamped contact sheets + scene cuts + motion so the agent can actually look at it; the agent writes a cut list (beat → source window + framing); preview.py draws it as a review sheet the user corrects round by round; cut.py renders the approved list into a silent 1080x1920 layer with the creator's area left as a plate. Also frames footage as a filmed screen (keystone, bezel, handheld drift) with dissolves between beats, and takes still screenshots as sources. Use for any format that shows real product footage beside, between or instead of a creator (split-screen, screen inserts, walkthroughs). Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
get-brand-assetsGet company logos, brand colors, fonts, and style guides Runs shell commands +2 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +1 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
goose-adsEdit, resize, animate and study image ads with GooseWorks in this chat. New static or image ads go to the make-static-ads skill when it is installed or catalog_fetch opens it. Read the brand and follow the active playbook, preserving factual prerequisites and approvals. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
goose-graphicsPortable visual skill pack for the Agent Skills ecosystem (Claude Code, Claude Desktop, Claude Cowork, Claude Design, Goose, Cursor, Codex). Discovers community-published styles + formats via the gooseworks CLI, runs an extract-style workflow on reference images, and exports rendered PNGs via Playwright. Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
goose-graphics-create-formatCreates a new graphics format spec (custom canvas dimensions + content rules) and publishes it to the Gooseworks library so any agent can render against it. Use when the existing community formats (carousel, story, infographic, slides, poster, chart, tweet, plus community additions) don't fit the user's canvas — e.g., LinkedIn banner 1584×396, story cover 1080×1920, event flyer 8.5×11in. Mirrors goose-graphics-create-style but for formats. Runs shell commands +2 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +1 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
goose-graphics-create-styleEnd-to-end skill that turns a single reference image into a published Gooseworks style — analyzes the image, drafts the slim style spec, renders a hero example plus 2-3 additional formats via Playwright, writes the `gooseworks-style.json` manifest, and publishes via `npx gooseworks styles publish` so other agents can discover it. Mirrors goose-graphics-create-format but for styles. Runs shell commands +2 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +1 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
goose-product-photosMake product photos (studio, lifestyle or on a model) of a brand's real products with GooseWorks in this chat. Start brand work with brand_knowledge_browse and follow the next_step in every answer. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
goose-videoMake a video ad in this chat from a real reference ad, found or theirs; styles are the fallback. Follow every answer's next_step. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
goose-video-localMake an approved GooseWorks video when an answer's next_step gives its command. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026
gooseworksGooseWorks growth coworker and router for markets, competitors, audiences, creators, campaigns, ads, photos, graphics, video, content, email, SEO, social, leads and contacts. Use for brand facts or copy too, so offers, prices, rules, audience and bestsellers reach the brand's Marketing Brain. Runs shell commands Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands	Pattern check: Nothing flagged	MIT	24 Oct 2026
hacker-news-scraperSearch Hacker News stories and comments using the free Algolia API. No Apify token needed. Use when you need to find HN discussions, track mentions, discover Show HN launches, or monitor tech community sentiment. Runs shell commands +3 more Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Runs shell commands Reaches the network +2 more	Pattern check: Nothing flagged	MIT	24 Oct 2026
honest-reviewShared step of the marketing playbooks (make-static-ads, run-organic-social): how to review generated images and video honestly. Covers what was seen by eye versus read automatically, findings framed as things for the human to confirm, remakes only after a yes to the price, and at most two tries per item. Loaded by those playbooks; not for direct use. Instructions only Pattern check: Nothing flaggedMITUpdated 24 Oct 2026	Instructions only	Pattern check: Nothing flagged	MIT	24 Oct 2026

Not listed from this repo

1 test fixture.