Review the diff before you merge
A review note you can paste, with file references and a short list of what to fix first.
Claude Code · Coding · 20 min
Hand an agent a case, not a vague task.
Jobs people already run with Grok, Claude Code, ChatGPT, and Cursor — prompt, steps, and what finished looks like.
Rooms
Cases live in rooms. The light changes with the work. The plate does not.
- ResearchBriefs, source packs, and claims you can check before you act.11
- CodingReviews, reproductions, and edits that leave the tests green.42
- WritingNotes, replies, and narratives drafted from material you already have.12
- OperationsInboxes, meetings, and handoffs that should not start from zero.18
- SalesFollow-ups and routing for conversations a person still owns.5
- SupportReplies and escalations that keep the next person oriented.4
- DataQueries and sheets explained in the language of the question.6
- PersonalPlans for a week, a hire, or a decision that is yours to make.5
The rest of the floor
Open the full directory- Turn a transcript into meeting notesChatGPT turns a raw transcript into meeting notes you can send: decisions, owners, and what was only discussed.ChatGPT/Operations/15 min
- Run a weekly competitor monitoring passPerplexity checks a standing competitor list for what changed this week, each item tied to a page you can open.Perplexity/Research/20 min
- Write a content draft from the briefClaude writes a content draft from a brief you already approved and marks every line that still needs a source.Claude/Writing/25 min
- Triage customer support before you replyChatGPT sorts a batch of support tickets into answer now, needs a fact, and can wait, before anyone writes a reply.ChatGPT/Support/15 min
- Leave code review notes on the risky linesCursor drafts code review comments for someone else's pull request, limited to behavior, missing tests, and risk.Cursor/Coding/20 min
- Triage the shared email inboxGemini reads a shared email inbox and returns an owner, a next action, and whether the thread is waiting on a customer.Gemini/Operations/12 min
- Research a question and keep the sourcesGrok answers one research question with sources you can open, the disagreements, and what it could not find.Grok/Research/20 min
- Write the status update from this week's workChatGPT turns tickets and notes into a status update a teammate can skim: done, blocked, and next.ChatGPT/Writing/10 min
- Turn the commits into release notesClaude Code reads the commits since the last tag and writes notes a user could understand.Claude Code/Writing/15 min
- Move the tests without changing the behaviorAsk Cursor to port a test file to the repo's current runner while the assertions stay the same.Cursor/Coding/25 min
- Map what three competitors shippedPerplexity collects recent product changes from three named competitors, each tied to a page you can open.Perplexity/Research/20 min
- Pull decisions out of the meeting notesGemini reads a transcript or notes and returns only the decisions, the owners, and the open questions.Gemini/Operations/12 min
- Write the smallest script that reproduces the bugCodex turns a bug report into a tiny script or test that fails for the reason you described.Codex/Coding/30 min
- Stress-test a claim before we publish itGrok argues against a draft claim and lists what evidence would make the claim hold.Grok/Research/15 min
- Draft the support reply, then the escalationClaude writes a customer reply and, separately, the note you would send if the reply is not enough.Claude/Support/12 min
- Explain this query to the person who askedChatGPT translates a SQL query into plain language and names the rows it might surprise someone.ChatGPT/Data/10 min
- Ask the spreadsheet, and show the cellsGemini answers a question about a pasted table and cites the cells the answer came from.Gemini/Data/15 min
- Update the README from the diffCursor reads what changed and proposes README edits only where the public instructions are now wrong.Cursor/Writing/15 min
- Route an inbound lead before a human sees itAn n8n workflow reads a new lead, tags the route, and writes a three-line brief for the owner.n8n/Sales/40 min
- Build a first-week plan for a new hireClaude drafts a first week from the role, the tools, and the one outcome you want by Friday.Claude/Personal/20 min
- Assemble a source pack for a decisionPerplexity gathers a small set of sources for a decision you have to make, and labels what each source can prove.Perplexity/Research/25 min
- List the questions to ask about an offerChatGPT turns an offer email into questions you can ask, without pretending to be legal or tax advice.ChatGPT/Personal/15 min
- Explain what a dependency update actually changesClaude Code reads a dependency bump and writes what behavior in your app could change.Claude Code/Coding/20 min
- Draft three replies, then pick a toneGrok drafts three public replies to a post you care about: direct, curious, and declining.Grok/Writing/10 min
- Write the story of the deck before the slidesGemini writes the narrative of a deck from the decision you need, before anyone opens a slide tool.Gemini/Writing/20 min
- Compress a support thread for the next personChatGPT compresses a long thread into the brief the next owner needs at the top.ChatGPT/Support/12 min
- Rename the module and keep the tests greenCursor renames a module across imports and tells you which tests prove the rename is behavior-neutral.Cursor/Coding/25 min
- Close the week with what actually movedClaude turns a messy week of notes into what moved, what stalled, and the three things next week is for.Claude/Personal/15 min
- Track competitor pricing changes weeklyChatGPT monitors three competitor pricing pages and reports what changed, with screenshots if public.ChatGPT/Research/18 min
- Write the weekly investor updateClaude drafts a weekly investor update from your notes: progress, blockers, and the ask.Claude/Writing/20 min
- Tag support tickets before routingChatGPT reads a batch of new tickets and adds tags for product area, urgency, and whether it needs engineering.ChatGPT/Support/12 min
- Generate an SEO content brief from keywordsClaude turns a target keyword into a content brief with structure, search intent, and what to cover.Claude/Writing/22 min
- Turn meeting notes into Linear or Jira ticketsCursor reads meeting notes and drafts tasks for Linear or Jira with title, description, and acceptance criteria.Cursor/Operations/20 min
- Repurpose long content into a Twitter threadChatGPT turns a blog post, article, or essay into a Twitter thread that fits the platform's norms.ChatGPT/Writing/15 min
- Reconcile invoices against contracts or POsClaude compares a batch of invoices to contracts or purchase orders and flags discrepancies before you pay.Claude/Operations/25 min
- Summarize a pull request for the teamCursor reads a PR and writes a summary a non-author can read: what changed, why, and what to test.Cursor/Coding/18 min
- Research a lead before the first callPerplexity gathers public information on a lead: recent news, company priorities, tech stack, and what you should not assume.Perplexity/Sales/20 min
- Build a multi-step lead enrichment workflowMake.com chains enrichment APIs to turn a raw lead into a qualified record before it hits the CRM.Make/Sales/45 min
- Repurpose blog posts into social content automaticallyAn n8n workflow that turns a new blog post into LinkedIn, Twitter, and email snippets without manual copy-paste.n8n/Writing/50 min
- Add tests to legacy code without refactoring itClaude Code writes tests for untested legacy code and tells you which behavior it cannot safely assert.Claude Code/Coding/35 min
- Write a job description that attracts real candidatesChatGPT turns rough hiring notes into a job description with realistic responsibilities, no fluff, and clear deal-breakers.ChatGPT/Personal/20 min
- Size a market with cited sources you can checkPerplexity estimates addressable market size and shows the sources behind every number so you can judge the method.Perplexity/Research/30 min
- Onboard to an unfamiliar codebase in an afternoonCursor maps an unfamiliar codebase and builds a mental model: entry points, data flow, test strategy, and where to start reading.Cursor/Coding/40 min
- Automate invoice data entry from email to spreadsheetZapier extracts invoice details from email attachments and writes them to a Google Sheet or Airtable before you open the file.Zapier/Operations/25 min
- Score and route leads automatically before they hit the CRMZapier scores inbound leads by company size and intent signals, then routes hot leads to sales and cold leads to nurture.Zapier/Sales/35 min
- Automate contract approvals and reminders end-to-endMake.com orchestrates contract workflows: draft uploaded → approvers notified → signed copy filed → renewal reminders scheduled.Make/Operations/50 min
- Generate a data quality audit report from sample recordsClaude reads a sample of your database records and writes an audit report: missing fields, format issues, and recommended fixes.Claude/Data/30 min
- Prepare for a 1-on-1 meeting from notes and updatesChatGPT reads your notes and the other person's recent updates, then drafts an agenda and three questions to ask.ChatGPT/Personal/15 min
- Compare three vendors with cited sources before the demoPerplexity researches three vendors and returns a comparison: pricing, features, customer fit, and deal-breakers, with sources.Perplexity/Research/30 min
- Build a morning brief from your calendar and prioritiesGrok reads today's calendar and your stated priorities, then returns a brief you can scan before the first meeting.Grok/Operations/12 min
- Turn a pull request diff into review notes and a risk checklistCursor reads a PR diff and drafts review comments plus a short checklist of what could break in production.Cursor/Coding/22 min
- Batch webhook events into a Slack digestAn n8n workflow collects webhook payloads through the day and posts one Slack digest instead of one message per event.n8n/Operations/45 min
- Turn a receipt photo into an expense rowGemini reads a receipt image and returns a single expense row with vendor, date, amount, and category for your sheet.Gemini/Data/15 min
- Package a repeatable team SKILL.md for Claude CodeClaude Code turns a workflow your team already runs into a portable SKILL.md with triggers, guardrails, and a done checklist.Claude Code/Coding/35 min
- Share a Cursor project skill without multi-machine driftCursor helps you store a project skill in the repo so every machine loads the same SKILL.md instead of a private Rules for me note.Cursor/Coding/30 min
- Keep one skill folder in sync for Codex and Claude CodeYou maintain a single skills directory in git that both Codex and Claude Code are pointed at, with a short compatibility note for each tool.Codex, Claude Code/Coding/40 min
- Turn a messy SOP into a reusable agent skillChatGPT compresses a long standard operating procedure into a SKILL.md-shaped skill with triggers, steps, and explicit stop conditions.ChatGPT/Operations/25 min
- Turn a research pack into skill reference docsGrok turns a week of cited research into a compact references.md your agent skill can load without re-browsing the web each run.Grok/Research/30 min
- Webhook an agent run with a fixed skill promptAn n8n workflow accepts a signed webhook, loads your pinned SKILL.md prompt, and starts an agent run with the same guardrails every time.n8n/Operations/45 min
- Fix a failing CI job from the logsCursor reads a failing CI log, proposes the smallest code change that addresses the real error, and gives you the command to verify locally.Cursor/Coding/25 min
- Extract action items from a messy Notion meeting pageNotion AI turns a scattered meeting page into decisions, owners, and due dates you can paste into your task system.Notion AI/Operations/15 min
- Draft a PR description from the diff in Copilot ChatGitHub Copilot Chat on a pull request writes a description from the diff: summary, test plan, and residual risk.GitHub Copilot/Coding/15 min
- Draft a short reply from selected text in Raycast AIRaycast AI turns selected Slack or email text into a short reply you can send, with tone and length you choose.Raycast AI/Writing/5 min
- Turn a Notion or Confluence runbook into a shared SKILL.mdClaude compresses a wiki runbook export into one SKILL.md with load instructions so Cursor and Claude Code read the same steps from git.Claude, Cursor, Claude Code/Operations/35 min
- Gate a risky refactor with a characterization-test skillClaude Code writes a SKILL.md that locks behavior with characterization tests before an agent refactors production paths.Claude Code, Cursor/Coding/40 min
- Run a weekly competitor diff from one agent skillA checked-in SKILL.md tells the agent to compare this week against your last diff file and return only new changes, each with a link.Claude Code, Cursor/Research/25 min
- Share one PR-description skill across Copilot, Cursor, and Claude CodeOne SKILL.md in the repo defines how every coding agent writes PR bodies from a diff, with a short load line per tool.GitHub Copilot, Cursor, Claude Code/Coding/30 min
- Give agents a checked-in design-system SKILL.mdCursor or Claude Code authors a design-system SKILL.md with tokens, component rules, and anti-slop guardrails so agent-built UI matches your product instead of generic AI chrome.Cursor, Claude Code/Coding/35 min
- Keep secrets out of agent chat with env and a SKILL.mdClaude Code or Cursor follows a checked-in skill that forbids pasting DB and API secrets into chat: use .env, a secret manager, op run, or CI secrets, and reference variable names only.Claude Code, Cursor/Coding/30 min
- Publish a portable SKILL.md pack from an MCP serverYou ship a versioned skills folder from an MCP server or agent pack with digest metadata so clients discover verified skills without copying ad-hoc prompts.Cursor, Claude Code/Coding/40 min
- Turn a Linear or GitHub issue into a skill briefCursor or Claude Code converts a ticket into a reusable SKILL.md section: acceptance criteria, fixtures, out-of-scope, and verification commands an agent can run repeatedly.Cursor, Claude Code/Operations/30 min
- Gate agent work with a checked-in eval harness skillCursor or Claude Code authors a SKILL.md that points at versioned eval cases and a pass/fail rubric so coding agents cannot green a task by vibes alone.Cursor, Claude Code/Coding/40 min
- Require green Playwright before an agent UI rewriteA checked-in SKILL.md tells Cursor or Claude Code to run and extend Playwright coverage before it rewrites screens, with a stop rule if e2e fails mid-diff.Cursor, Claude Code, Playwright/Coding/35 min
- Generate a typed API client from OpenAPI via a repo skillClaude Code or Cursor follows a SKILL.md that regenerates a typed SDK from your OpenAPI spec, with usage examples and a diff checklist agents run every time the spec changes.Claude Code, Cursor/Coding/35 min
- Turn a postmortem into an on-call SKILL.md runbookClaude compresses an incident postmortem into an executable SKILL.md runbook: detection signals, mitigation steps, escalation, and verify checks an agent or human can follow under pressure.Claude, Claude Code, Cursor/Operations/35 min
- Review a Dependabot PR with a checked-in merge skillCursor or Claude Code follows a SKILL.md that reads the changelog, runs your real test commands, and blocks merge until breaking bumps get a migration note — not a blind approve.Cursor, Claude Code, GitHub/Coding/30 min
- Fix a failing GitHub Actions job with an agent CI skillClaude Code or Cursor uses a SKILL.md that reproduces the failing workflow locally, edits YAML and scripts without disabling checks, and documents what broke and why.Cursor, Claude Code, GitHub/Coding/35 min
- Gate database migrations with a review SKILL.mdCursor or Claude Code applies a SKILL.md before merging SQL or ORM migrations: expand-contract checks, lock risk, rollback path, and a dry-run against staging schema.Cursor, Claude Code/Coding/40 min
- Triage a live alert with an on-call first-response skillClaude or Cursor follows a SKILL.md when a page fires: confirm signal, narrow blast radius, safe mitigations first, and a status update template before deep debugging.Claude, Claude Code, Cursor/Operations/30 min
- Review a Terraform plan with a blast-radius SKILL.mdCursor or Claude Code follows a SKILL.md before terraform apply: destroy/replace counts, state drift, IAM expansion, and a merge-blocking summary for whoever holds the apply key.Cursor, Claude Code, Terraform/Coding/35 min
- Block insecure Dockerfiles with an agent security SKILL.mdClaude Code or Cursor applies a SKILL.md to Dockerfile and Compose diffs: non-root users, secret leakage in layers, pinned bases, and healthchecks — with merge-blocking findings.Cursor, Claude Code/Coding/30 min
- Triage a Sentry issue into a minimal fix briefCursor or Claude Code follows a SKILL.md from a Sentry issue link: stack, breadcrumbs, and release — then writes a minimal repro and first-fix PR brief without catch-all error swallowing.Cursor, Claude Code, Sentry/Coding/35 min
- Draft a customer changelog from a git range via SKILL.mdClaude Code or Cursor follows a SKILL.md that reads a commit or merge range and drafts customer-facing changelog entries with categories and explicit breaking-change callouts.Cursor, Claude Code, GitHub/Writing/25 min
- Block insecure Kubernetes manifests with a security SKILL.mdCursor or Claude Code applies a SKILL.md to k8s manifests and Helm values: privileged containers, hostPath mounts, capability grants, secrets in env, missing resource limits, and NetworkPolicy gaps.Cursor, Claude Code/Coding/35 min
- Quarantine flaky tests with a triage SKILL.mdCursor or Claude Code follows a SKILL.md from CI flake reports: isolate the flaky test, quarantine it with owner and ticket, propose root-cause checks for timing/state/order issues, and provide a re-enable checklist.Cursor, Claude Code/Coding/30 min
- Find and remove stale feature flags with a cleanup SKILL.mdCursor or Claude Code uses a SKILL.md to discover unused feature flags after launch: dead code paths, config drift, references in tests only, and a safe removal PR checklist.Cursor, Claude Code/Coding/30 min
- Review npm dependencies for supply-chain risk with an audit SKILL.mdCursor or Claude Code applies a SKILL.md to dependency PRs: new maintainers, suspicious postinstall scripts, lockfile-only changes without version bumps, typosquat package names, and a merge gate checklist.Cursor, Claude Code/Coding/35 min
- Audit agent skill folders for SKILL.md casing on Linux CICursor and Claude Code only load a skill when the file is exactly SKILL.md. An agent skill audits skill directories on Linux runners and fixes silent Unknown skill failures from skill.md or Skill.md.Cursor, Claude Code/Coding/25 min
- Threat-model a third-party agent skill before you install itBefore copying a community SKILL.md into your repo, Claude Code or Cursor walks an install-review skill: open source repo, pin version, read SKILL.md and bundled scripts, and produce a go/no-go checklist.Cursor, Claude Code/Coding/40 min
- Route agent work across cheap, mid, and max models with SKILL.mdCursor or Claude Code loads a SKILL.md that assigns read-only and test tasks to a fast tier, refactors to a mid tier, and merge-gate or architecture work to max — cutting spend without hiding quality gaps.Cursor, Claude Code/Coding/30 min
- Scan GitHub Actions workflows for secret exfil before mergeCursor or Claude Code applies a SKILL.md on workflow PRs: hunt secret exfiltration, pull_request_target misuse, unpinned actions, and overbroad permissions — with a merge gate comment.Cursor, Claude Code, GitHub/Coding/35 min
- Review Next.js middleware auth before mergeCursor or Claude Code applies a SKILL.md on middleware/proxy PRs: public path allowlists, matcher gaps, header spoofing, redirect loops, and missing session checks — with merge-blocking findings.Cursor, Claude Code/Coding/40 min
- Review Stripe webhook handlers for idempotency before mergeCursor or Claude Code applies a SKILL.md on webhook PRs: signature verification, idempotency keys, replay windows, and dual-write races — with merge-blocking findings.Cursor, Claude Code/Coding/35 min
- Review Postgres RLS policies before mergeCursor or Claude Code applies a SKILL.md on migration PRs with RLS: FORCE RLS, USING vs WITH CHECK gaps, role bypass, and tenant isolation holes — with merge-blocking findings.Cursor, Claude Code/Data/45 min
- Audit GitHub branch protection with an agent SKILL.mdCursor or Claude Code applies a SKILL.md to audit branch protection and rulesets: required reviews, status checks, force-push, admin bypass, and CODEOWNERS gaps — before policy drift merges.Cursor, Claude Code, GitHub/Operations/30 min
- Review outbound URL fetchers for SSRF before mergeCursor or Claude Code applies a SKILL.md on PRs that fetch a caller-supplied URL: private-network targets, redirect hops to metadata endpoints, and DNS rebinding — with merge-blocking findings.Cursor, Claude Code/Coding/40 min
- Review file upload handlers for traversal and content sniffingCursor or Claude Code applies a SKILL.md on upload PRs: path traversal, trusted Content-Type headers, polyglot files, and public object ACLs — with merge-blocking findings.Cursor, Claude Code/Coding/35 min
- Review Content-Security-Policy and security headers before mergeCursor or Claude Code applies a SKILL.md on header diffs: script-src relaxations, unsafe-inline, missing frame-ancestors, and report-only policies that never enforce — with merge-blocking findings.Cursor, Claude Code/Coding/30 min
- Review multi-tenant cache keys before mergeCursor or Claude Code applies a SKILL.md on cache PRs: tenant id in every key, shared global entries, and locks that cross customers — with merge-blocking findings.Cursor, Claude Code/Data/35 min