emdly stack

Every published skill on emdly — Markdown playbooks for AI agents, sorted by category. Each file carries a front-matter header (owner, version, license, URLs). Install any of them with npx @emdly/cli add owner/skill, fetch the raw file, or connect the catalog over MCP (claude mcp add --transport http emdly https://emdly.com/mcp).

This repository is generated from the catalog; edits happen on emdly (submit a skill, it goes through review). 73 skills · updated 2026-09-20.

Code review

skill	description	version
kernelpanic/commit-message-editor	Rewrites a commit message from the diff — imperative subject under 72 characters, a body that explains why, and a footer that links the issue.	v4	🛡
launifycorp/css-refactor-plan	This skill turns a legacy stylesheet base into a prioritized, sequenced refactor plan toward a tokendriven design system. You own the deliverable: a ranked list of refactor moves, each with scope, ris...	v1	🛡
launifycorp/dead-code-finder	You scan a legacy codebase and produce a ranked, evidencebacked inventory of unused functions, files, and imports, split into tiers by deletion risk. You own the deliverable — a Dead Code Report that...	v1	🛡
kernelpanic/pr-review-ritual	A reviewing discipline for agents — read the diff twice, test the edge cases, comment on intent, never nitpick formatting a linter owns.	v5	★ 🛡

Copywriting

skill	description	version
tonecheck/brand-voice-guard	Holds any draft against your voice guide — banned words, sentence rhythm, claims policy — and returns a marked-up pass, not a rewrite.	v6	🛡
launifycorp/commit-jargon-translator	You turn a raw commit message — or a batch of them — into one or two sentences a nondeveloper understands, written so it can drop straight into a social post, changelog blurb, or release note. You own...	v1	🛡
launifycorp/headline-ab-generator	You turn a draft article into 10 ranked headline variants, each scored for clarity and click appeal, with a recommended pick and a designated A/B pair. You own the decisionready output: a writer or ed...	v1	🛡
tonecheck/landing-page-copy-editor	Edits a landing page section by section — one promise above the fold, proof before features, and a CTA that says what happens next.	v3	🛡

Data & analytics

skill	description	version
launifycorp/churn-risk-flagging	You scan support conversations and tag accounts that show cancellation warning signs, producing a ranked risk list with evidence quotes and a recommended next action for each flagged account. You own...	v1	🛡
querydeck/dashboard-metric-definer	Turns a vague metric request ("active users", "churn") into a precise definition with grain, window, filters and the SQL skeleton — before anyone builds the chart.	v4	🛡
launifycorp/duplicate-record-finder	You scan a client dataset against an agreed list of required fields and produce a recordlevel audit that names every row with missing, blank, or placeholder values in those fields. You own the complet...	v1	🛡
launifycorp/ga4-anomaly-detector	You own the daily or weekly anomaly digest: a ranked list of GA4 metric movements that broke pattern, each attached to the most probable cause and the evidence behind it. The deliverable is not a char...	v1	🛡
launifycorp/ga4-weekly-digest	You own the translation layer between a raw GA4 export and a decision a nonanalyst can act on by Tuesday morning. The deliverable is a onescreen written summary: which metrics moved beyond normal nois...	v1	🛡
launifycorp/okr-quarterly-scorecard	Drafts a monthly investor update email from a founder/CEO to existing investors, combining hard metrics, narrative context, honest risk disclosure, and specific asks. You own the finished draft: metri...	v1	🛡
launifycorp/prioritize-backlog-rice	You score and rank a set of backlog items using the RICE framework (Reach × Impact × Confidence ÷ Effort) and return a sorted priority table with peritem reasoning and explicit assumptions. You own th...	v1	🛡
querydeck/sql-query-explainer	Explains what a query actually does — joins, filters, gotchas — in plain language, then flags the index it wishes existed.	v5	★ 🛡

Design

skill	description	version
launifycorp/design-review	A design review is not a list of everything wrong with a page. Anyone can produce forty observations. The work is deciding which three matter, and showing why. This skill is built around that: evidenc...	v1	★ 🛡

Development

skill	description	version
launifycorp/changelog-from-commits	You turn raw commit logs or merged PR lists into a categorized, userfacing changelog entry for a specific release. You own the translation from engineering shorthand to language a customer understands...	v1	🛡
launifycorp/database-schema-audit	You review a relational database schema (DDL, ORM models, or introspection dump) and produce a prioritized audit report covering missing or redundant indexes, unused and duplicated columns, normalizat...	v1	🛡
launifycorp/dependency-audit	Audits a project's dependencies and produces a prioritised upgrade plan: what is a security risk, what has drifted behind, and what is not used at all. It reports and recommends — it does not install,...	v1	🛡
launifycorp/dependency-audit-report	This skill produces a prioritized, evidencebacked report of every direct and transitive dependency in a legacy codebase that is outdated, carries a known vulnerability, or is abandoned — each with a c...	v1	🛡
kernelpanic/dependency-upgrade-planner	Reads a lockfile diff or an outdated report and plans the upgrade — order, breaking changes to read, and the smallest safe steps.	v4	🛡
sevzero/incident-postmortem	Drafts blameless postmortems from a timeline and a channel export — impact, contributing factors, and actions with owners.	v4	🛡
sevzero/k8s-incident-triage	Given kubectl output and alerts, ranks probable causes and proposes the next safe diagnostic step — read-only commands only, never a mutation without a human.	v4
launifycorp/legacy-ui-audit	This skill turns a set of existing product screens into a screenbyscreen audit of outdated UI patterns, each paired with a concrete, implementable replacement. You own one deliverable: an ordered find...	v1	🛡
launifycorp/linux-web-server-triage	Read-only triage for a Linux box serving a site over nginx or Apache, with PHP-FPM, bare metal or in Docker. Separate ladders for "down" and "slow", a verbatim read-only command allowlist, the 502/504/499 split by errno, pool saturation versus memory_limit versus OOM kill, certbot renewal traps, load read against core count, and inode exhaustion. Proposes commands; never executes, never mitigates.	v4	🛡
launifycorp/locale-sync	Finds a project's translation files, works out which language is the source of truth, and diffs every other locale against it. It reports coverage and gaps first, then offers two ways forward: fill th...	v1	🛡
launifycorp/n8n-api	Drive an n8n instance through its public REST API — audit workflows, diagnose failed executions, edit safely. Built around the two things that bite: a workflow PUT is a full replacement, and publishing starts a workflow firing against production. Read first, keep the baseline, never publish on your own authority.	v2	🛡
launifycorp/navigation-flow-mapper	You map the navigation structure of an existing product as it actually is, not as the team believes it to be, and produce a clickpath inventory that flags dead ends, loops, orphan screens, and any tas...	v1	🛡
launifycorp/stale-branch-cleaner	Audits the branches of a git repository, ranks them by how likely they are to be dead, presents the candidates for deletion, and deletes only what the user explicitly confirms — locally, on the remote...	v2	★ 🛡
launifycorp/tech-debt-hotspot-map	You rank files and modules in a codebase by the product of change frequency (churn) and structural complexity, producing a ranked hotspot table plus a short remediation brief. The outcome you own is a...	v1	🛡
launifycorp/ux-heuristic-audit	You evaluate a product's screens or flows against Nielsen's 10 usability heuristics, score each heuristic, and produce a severityranked list of violations with concrete, implementable fixes. You own o...	v1	🛡

Docs & changelogs

skill	description	version
shiplog/api-reference-writer	Writes an endpoint's reference page from its route, request validation and response shape — every field, every error, one working example.	v3	🛡
shiplog/changelog-composer	Turns a week of merged PRs into a changelog humans read — grouped by impact, written for users, breaking changes on top.	v4	🛡
launifycorp/code-documentation	Documents code so it is still true in a year. Audits what already exists and what in it is false, establishes behaviour by reading the implementation rather than the names, pushes every fact to the closest place it can live — a rename, a type, a validation message, a test — and writes prose only for what the code cannot say.	v1	🛡

Ecommerce

skill	description	version
shopmetric/ga4-funnel-analyst	Reads a GA4 export and finds where the checkout funnel leaks — drop-off by step, device and source — with the one fix to try first.	v5	★ 🛡
launifycorp/gdpr-clause-scanner	You scan an eshop's terms and conditions, privacy policy, and cookie notice against the disclosures GDPR requires (Articles 12–22, plus ePrivacy consent rules and any national overlay for the selected...	v1	🛡
cartlift/product-feed-optimizer	Rewrites product titles and descriptions for Google Shopping feeds — attributes first, brand rules kept, no keyword stuffing.	v5	🛡
launifycorp/product-translation-audit	Scores the quality of a product catalogue's translations market by market, and returns concrete rewrites for what drags the score down. It judges a translation the way a shop owner should: not "is it...	v1	🛡
launifycorp/product-translator	Localises e-shop product records into a new market: titles, descriptions, attributes, categories and slugs. Every field leaves with one of four verdicts — translated, mapped, kept, formatted — so identifiers survive, categories map to numeric IDs instead of being translated, and no size or unit is silently converted.	v1	🛡
shopmetric/search-console-auditor	Audits Google Search Console data — pages losing clicks, queries with impressions but no CTR, and product pages cannibalizing each other.	v5	🛡
launifycorp/shopify-store-audit	Pre-launch readiness audit of a Shopify store from its URL alone, no admin access. Reads what the storefront publishes about itself — theme, currency, catalogue JSON, and the fixed policy URLs that either resolve or do not — and reports what a first customer would hit. Never completes a checkout, never judges whether a policy is legally adequate.	v1	🛡
launifycorp/shopify-theme-audit	You scan a Shopify theme's Liquid templates, JavaScript, CSS, and asset pipeline, then produce a ranked list of concrete, implementable fixes with estimated impact on Largest Contentful Paint (LCP), I...	v1	🛡
launifycorp/tos-country-compliance-check	You review an ecommerce store's terms and conditions (obchodní podmínky) against the mandatory consumer protection law of one selected country and produce a clausebyclause finding list. You own one ou...	v1	🛡

Email & outreach

skill	description	version
cartlift/abandoned-cart-sequence	Drafts a three-mail abandoned-cart sequence from the cart contents and the store's voice — useful, specific, and honest about discounts.	v4
outboundlab/cold-email-first-touch	Writes first-touch e-mails that sound like a person — one observation, one sentence of value, one soft ask. Kills every buzzword on sight.	v4	🛡
launifycorp/email-deliverability-audit	Audits a domain's sending configuration from its public DNS alone — no mailbox, no ESP login, no access to anything. It reports what is configured, what is broken, and what the large mailbox operators...	v1	🛡
launifycorp/email-sorter	Triages a mailbox into what needs money, what needs an answer, what is a record, and what is noise — running an authenticity pass first, so a fake invoice never gets filed under invoices. Extracts amounts, due dates and payment references verbatim, and never files, replies, clicks or unsubscribes.	v3	🛡
launifycorp/newsletter-recap	You turn a week's published blog posts into a sendready email digest: a subject line, preview text, a short intro, one summary block per post with a working link, and a closing CTA. You own the finish...	v1	🛡

Finance

skill	description	version
ledgerline/burn-rate-analyst	Reads a monthly P&L export and reports runway, burn trends and the three line items moving fastest — with the math shown.	v4	🛡

Game development

skill	description	version
pixelforge/game-balance-reviewer	Reads stat tables and patch notes, then flags outliers — dominant strategies, dead perks, and curves that punish new players.	v4	🛡
pixelforge/playtest-feedback-triage	Sorts raw playtest notes into balance, UX, bugs and feel — ranked by how many testers hit it, with repro steps pulled from context.	v5	🛡

Hiring

skill	description	version
talentloop/take-home-grader	Grades take-home submissions against a rubric you define, blind to names, and writes feedback the candidate can actually use.	v4	🛡

Learning

skill	description	version
launifycorp/grill-me	Puts you under hard questioning before someone else does — one question at a time, following the weakest thing you just said, never revealing the answer before you commit. Ends with a debrief separating what you established, what you asserted without support, what you did not know, and what you knew but could not say.	v1	🛡

Marketing

skill	description	version
launifycorp/commit-log-to-thread	This skill converts one week of raw commit history into a numbered X/Twitter thread draft that a human can review, edit, and post. You own the translation from implementation detail to uservisible ben...	v1	🛡
launifycorp/internal-link-audit	You scan a defined set of blog posts, map the internal links that exist between them, and produce a prioritized list of missing, broken, or wasteful links with exact anchor text and insertion points....	v1	🛡
launifycorp/sklik-campaign-audit	You audit a Sklik (Seznam) advertising account and produce a prioritised findings list covering wasted spend, broken or rejected ads, and bidding misconfiguration. You own the deliverable: a written a...	v1	🛡

Product

skill	description	version
deckhand/prd-sharpener	Turns a draft PRD into one a team can build from — problem before solution, success metric with a number, explicit non-goals, and open questions with owners.	v4	🛡

Productivity

skill	description	version
launifycorp/subscription-cost-teardown	You take raw bank or card transaction exports and produce a complete inventory of recurring charges, annualized cost, and a ranked cancellation list. You own the outcome: a user who reads your deliver...	v1	🛡

Research

skill	description	version
launifycorp/competitor-landscape-brief	You produce a decisiongrade brief on a defined set of competitors: how each positions itself, what it charges, and what it has done in the last 612 months. The outcome you own is a CEOreadable documen...	v1	🛡
fieldnotes/user-interview-distiller	Distills interview transcripts into claims with evidence — what was said, how often, and what it contradicts in your assumptions.	v5	🛡

SEO

skill	description	version
launifycorp/geo-audit	Generative engine optimisation audit from one URL: which AI crawlers are permitted and what each operator says that means, what a non-rendering fetch actually receives, whether any passage is self-contained enough to be lifted, and whether anything on the page could only have come from there. Reports configuration, never a visibility score, because none exists.	v1
launifycorp/seo-audit	Technical SEO audit that starts from one URL and works outward, ordered by consequence rather than by ease of checking: resolve, crawlability, indexability, rendering, canonicalisation, on-page, structured data, hreflang, speed. Every threshold is quoted from Google or the sitemaps protocol, or labelled as the skill's own judgment.	v1	🛡
rankcraft/seo-brief-builder	Builds content briefs from a keyword — search intent, outline, entities to cover, and the questions the top ten never answer.	v3	🛡

Security

skill	description	version
nullptr/dependency-cve-triage	Triages a vulnerability report (Dependabot, npm audit, composer audit) — reachable or not, exploitable in this app or not, and what to do this week versus later.	v4	🛡
nullptr/threat-model-sketch	Sketches a threat model for a feature from its description and data flow — assets, entry points, top threats by STRIDE, and the mitigation that exists or is missing.	v4	🛡

Support

skill	description	version
helpdeskly/support-reply-drafter	Drafts a reply to a support ticket from the conversation and the help center — answers the actual question first, promises only what the policy allows, and escalates when it should.	v3	🛡

Team ops

skill	description	version
launifycorp/sprint-goal-summary	Turn raw sprint planning notes into a single, testable sprint goal plus a scoped commitment summary the team and stakeholders can act on. You own the output that answers three questions: what the spri...	v1	🛡
opsmith/standup-synthesizer	Reads yesterday's commits, tickets and threads, and writes each person's standup draft — blockers first, no ceremony.	v5	🛡

Ticket ops

skill	description	version
launifycorp/jira-sprint-summary	The outward-facing report after a sprint closes: a verdict against the sprint goal, committed versus delivered, blockers with a measured duration and a named dependency, hours grouped by work area with coverage stated first, and at most three improvements that each cite a number. Never per person.	v1	🛡
opsmith/jira-ticket-scorer	Scores every Jira ticket for clarity, scope and effort before it hits the sprint. Flags vague acceptance criteria and suggests a rewrite.	v5	★ 🛡
opsmith/sprint-retro-facilitator	Prepares a retrospective from the sprint's data — what shipped, what slipped, where time went — and turns it into three concrete questions for the team.	v3	🛡

Utilities

skill	description	version
promptsmith/skill-author-guide	How to write an emdly skill that passes review and actually works in an agent — structure, rules that bind, output contracts, and the mistakes reviewers bounce.	v5	★ 🛡

★ Emdly recommended · 🛡 Security checked (automated checks + clean AI safety scan + human review)

emdly-stack