Operate · Iteration & experiments
Iteration & experiments
The iteration & experiments tools a solo builder reaches for in the Operate phase - every AI-coding skill, MCP server and workflow Skillselion tracks for iteration & experiments, ranked by community signal so you can pick the right one fast.
TypeDescription
1Azure UpgradeMonitoring & CloudskillAssess and execute Azure plan, tier, SKU, SDK, or Redis upgrades with phased assessments and idempotent automation.237k1.2k
2Lark WikiDocs & PlanningskillTag when resolving Lark wiki URLs, listing or deleting spaces by name, and managing wiki nodes or members with correct user versus bot identity.209k13.7k
3Lark MailDocs & PlanningskillDraft, send, reply, search, and organize Feishu mail (folders, labels, rules, attachments) via lark-cli with safe handling of untrusted message content.209k13.7k
4Lark Workflow Meeting SummaryAutomationskillAggregate Lark VC meetings in a date range, pull meeting-note documents, and produce a structured meeting recap or weekly report.208k13.7k
5Lark Workflow Standup ReportDocs & PlanningskillGenerate a daily or weekly standup-style digest combining calendar agenda and open tasks for today, tomorrow, or a chosen range.208k13.7k
6CavemanDocs & PlanningskillKeep agent replies ultra-compressed (~75% fewer tokens) while preserving exact technical terms, code, and error quotes.176k121k
7TriageDev ToolsskillTriage project issues through bug/enhancement categories and states from needs-triage to ready-for-agent or wontfix.168k121k
8Lark AttendanceAutomationskillQuery your own Feishu/Lark attendance punch records through lark-cli when an agent needs factual check-in history—without asking you for employee IDs.161k13.7k
9HandoffDocs & PlanningskillEnd a long agent session by writing a compact handoff doc (with suggested skills) so the next agent continues without re-reading the full thread.136k121k
10Caveman HelpDev ToolsskillOne-shot cheat sheet of Caveman slash commands, modes, sibling skills, and how to deactivate or set default mode—without changing active mode.133k70k
11DocxDocs & PlanningskillCreate, read, edit, or repack Word .docx deliverables (reports, memos, letters, TOC, tracked changes, images) via pandoc, docx-js, or XML unpack/repack—not PDFs or spreadsheets.118k148k
12CompressAI & AgentsskillShrink bloated CLAUDE.md, todos, and preference files into caveman format to cut agent input tokens without dropping technical substance.46.2k70k
13Gws Calendar AgendaDocs & PlanningskillPull a read-only Google Calendar agenda (today, week, or N days) from the terminal for planning and agent context.26k26.9k
14Next UpgradeFrontend & DesignskillBump a Next.js app to the latest release using official upgrade guides, codemods, and coordinated React peer dependency updates.23k919
15Gws WorkflowAutomationskillChain Gmail, Calendar, Drive, Tasks, and Chat via the `gws` CLI into standup reports, meeting prep, email-to-task, weekly digests, and file announcements without leaving the terminal.17.4k26.9k
16Gws Workflow Email To TaskDocs & PlanningskillTurn a specific Gmail message into a Google Tasks item using gws so action items leave the inbox without manual copy-paste.16.9k26.9k
17Gws Workflow Standup ReportDocs & PlanningskillGenerate today’s meetings plus open Google Tasks as a standup summary in json, table, yaml, or csv via one gws workflow command.16.4k26.9k
18Gws Workflow Weekly DigestDocs & PlanningskillPull a read-only weekly snapshot of calendar meetings and Gmail unread counts through the gws CLI without opening multiple Google apps.16.4k26.9k
19Recipe Create Gmail FilterAutomationskillAutomate Gmail inbox triage by creating filters that label, star, or move mail without clicking through the Gmail UI.16.3k26.9k
20Recipe Plan Weekly ScheduleDocs & PlanningskillAudit your Google Calendar week with the gws CLI, spot open blocks, and insert deep-work or focus events without leaving the agent.15.9k26.9k
21Recipe Compare Sheet TabsAutomationskillDiff two Google Sheet tabs month-over-month without exporting CSVs or writing one-off scripts.15.9k26.9k
22Recipe Copy Sheet For New MonthAutomationskillRoll forward a monthly tracking spreadsheet by copying the template tab and renaming it for the new period with gws sheets commands.15.5k26.9k
23Recipe Review Overdue TasksDocs & PlanningskillTriage overdue items in Google Tasks via the gws CLI so a coding agent can list incomplete work and flag what needs attention.15.4k26.9k
24Recipe Create Expense TrackerAutomationskillSpin up a shared Google Sheets expense tracker with headers, a sample row, and manager read access via the gws CLI.15.3k26.9k
25Recipe Sync Contacts To SheetAutomationskillExport your Google Workspace directory contacts into a spreadsheet for outreach lists, audits, or CRM handoff without manual copy-paste.15.3k26.9k
26Recipe Review Meet ParticipantsDocs & PlanningskillAudit Google Meet attendance and session duration after calls using the gws CLI without opening the Admin console.15.3k26.9k
27Memory MergerAI & AgentsskillRoll mature domain learnings from a Copilot memory file into the matching instruction file so agent guidance stays current without duplicate notes.12.2k34.6k
28Opencli AutofixAutomationskillRecover when an OpenCLI site adapter breaks after a DOM or API change—collect a trace, patch only the adapter file, retry, and optionally file an upstream issue.11k23.8k
29Excel AutomationDocs & PlanningskillAutomate live Excel workbooks—dashboards, formulas, pivot tables, and VBA—with xlwings instead of manual clicks or file-only libraries.9.4k196
30RememberAI & AgentsskillCapture debugging and workflow lessons as domain-organized memory instructions persisted globally or in the workspace for future agent sessions.8.9k34.6k
31Power Bi Performance TroubleshootingBackend & DataskillRun a structured Power BI performance diagnosis across models, reports, and queries when load times or visuals fail solo-builder SLA targets.8.5k34.6k
32Sponsor FinderDocs & PlanningskillMap a GitHub repo’s dependency tree to verified GitHub Sponsors and funding links with OSSF health context.8.5k34.6k
33Self ImprovementDocs & PlanningskillTurn agent mistakes, user corrections, and integration failures into durable `.learnings/` logs so solo builders compound reliability across sessions.8.3k11
34Dependency UpgradeAutomationskillPlan and execute major npm/yarn dependency upgrades with semver-aware analysis, staged rollout, and regression testing so solo builders avoid surprise breakages in production.7.1k36.5k
35Postmortem WritingDocs & PlanningskillDraft blameless incident postmortems with timelines, impact, and action items after outages or SEV events.6.9k36.5k
36Employment Contract TemplatesDocs & PlanningskillGenerate offer letters and employment document templates when a solo founder is making a first hire or standardizing HR paperwork.6.8k36.5k
37HuntDev ToolsskillDiagnose recurring or environmental bugs using named failure patterns instead of another one-off local syntax fix.6.6k5.6k
38Okx Cex EarnBackend & DataskillSafely query, enable, and disable OKX AutoEarn (auto-lend and auto-stake) for idle spot balances from the OKX CLI with JSON status checks and explicit user confirmation before live changes.6.2k134
39Continuous LearningAI & AgentsskillTurn Claude Code session endings into reviewable learned skills instead of losing fixes and workarounds every time you close the editor.5.4k210k
40Upgrading React NativeFrontend & DesignskillBump React Native (and optional Expo SDK) without missing native iOS/Android template changes or breaking dependency stacks.5.3k1.4k
41Dbs RestoreDocs & PlanningskillResume a multi-session dbskill diagnosis by loading the latest local snapshot after dbs-save, without re-explaining context to your agent.4.8k6.3k
42Customs Trade ComplianceBackend & DataskillGuide HS/HTS classification, customs paperwork, screening, and duty optimization when you import, export, or automate cross-border commerce.4.2k210k
43Inventory Demand PlanningDocs & PlanningskillRun demand forecasts, safety-stock math, replenishment cycles, and promo lift estimates when you operate or build multi-SKU retail inventory.4.2k210k
44Quality NonconformanceTesting & ReviewskillManage non-conformances, root cause analysis, CAPA, and supplier quality workflows in regulated manufacturing with an agent that speaks FDA, IATF, and AS9100 language.4.1k210k
45Carrier Relationship ManagementDocs & PlanningskillRun carrier scorecards, RFPs, routing guides, and allocation decisions when you operate freight-heavy logistics or marketplace fulfillment ops.4.1k210k
46Stock AnalysisBackend & DataskillProduce structured fundamental and technical stock research reports for US, China A-share, and Hong Kong tickers using spreadsheet-friendly outputs.3.9k196
47Dependency UpdaterAutomationskillAuto-detect your stack and safely bump outdated packages while flagging major upgrades and security issues.3.7k2k
48Deprecation And MigrationDocs & PlanningskillPlan and execute safe sunsetting of APIs, features, or legacy systems while migrating users to a replacement without leaving hidden dependencies.3.7k49.1k
49File OrganizerDocs & PlanningskillReorganize Downloads, projects, and archives with duplicate detection and folder proposals so a solo builder can find files without manual sorting marathons.3.6k63.7k
50Calendar AutomationAutomationskillAutomate Google Calendar and Outlook scheduling, time blocking, and Slack digests so a solo builder spends less time on calendar admin.3.6k196
51Tech DebtTesting & ReviewskillRun a structured technical-debt audit and get a scored, phased refactor backlog you can mix with feature work.3.5k19.6k
52Database OptimizerBackend & DataskillDiagnose slow PostgreSQL or MySQL workloads and add the right B-tree and composite indexes from real query and scan statistics.3.3k9.7k
53Customer Billing OpsAutomationskillTriage live customer billing issues—subscriptions, refunds, portal access, and plan mix—using Stripe-connected tools with safe operator guardrails.3.2k210k
54Finance Billing OpsBackend & DataskillReconcile revenue, refunds, team-seat billing, and pricing claims against real Stripe and codebase behavior for operator decisions—not generic payment tips.3.1k210k
55Automation Audit OpsAutomationskillProduce an evidence-backed inventory of live automations (cron, Actions, hooks, MCP, connectors) with keep/merge/cut/fix-next before you rewrite anything.3k210k
56File OrganizerDocs & PlanningskillTurn messy downloads and project folders into consistent names, categories, and folder structures from content analysis.2.9k196
57Amazon SellerAutomationskillAutomate Amazon Seller Central workflows—listings, FBA/FBM orders, inventory, pricing, and PPC—when you run an FBA or merchant-fulfilled shop as a solo operator.2.9k196
58StandupDocs & PlanningskillTurn yesterday’s commits, tickets, and rough notes into a concise yesterday/today/blockers standup you can paste into Slack or a standup bot.2.9k19.6k
59UpdateDocs & PlanningskillKeep TASKS.md and local memory aligned with Linear, Asana, Jira, or GitHub Issues while triaging stale work and closing memory gaps.2.8k19.6k
60Timeline ReportDocs & PlanningskillTurn claude-mem’s persistent session timeline into a readable “Journey Into [Project]” narrative for retros, handoffs, or portfolio storytelling.2.8k81.2k
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