ciunkos.com/Glossary

Agents and tools

Agent Skills

Folders with instructions, scripts and references that an agent loads only when the task needs them.

A skill is a directory with a SKILL.md file (name, description, instructions) plus optional scripts and reference files. The agent sees only the short descriptions until one matches the task, then reads the rest. That keeps the context small while making repeatable work consistent. The format is an open specification used across several agents.

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Related terms

  • Context engineering: Deciding what goes into the model’s context, in what order and when, across a whole task.
  • AGENTS.md and CLAUDE.md: Files in a repository with the rules a coding agent reads at the start of every session.
  • Subagent: A separate agent run with its own fresh context, started by a main agent for one subtask.

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Free tools

Business idea validatorTen rubrics, a fixed-rule verdict and three cheap experiments. Free.Software cost estimatorYour project among 125 real products, with honest ranges.Engagement configuratorPick the work and its size, see hours, price and start date.SPF, DKIM and DMARC checkerGrade any domain’s email DNS, with records to paste.BIMI checkerRecord, DMARC, SVG Tiny PS logo and VMC or CMC, with an inbox preview.App store readiness checkWhat your web app lacks for the stores, TWA or Capacitor, files to copy.Build or buy calculatorSaaS against your own app over 1, 3 or 5 years, with the payback month.Runbook generatorA RUNBOOK.md for a system only you know, in two minutes, in your browser.SLA calculatorMonthly fee, response times, a downtime budget and contract clauses.Local model or API?Does the model fit your hardware, how fast, what it costs against an API.OpenAPI to MCP toolsPaste an OpenAPI spec, get narrow MCP tools and a server skeleton.KSeF invoice validatorCheck an FA(3) invoice against the official schema in your browser.Quoting time calculatorHours spent turning inquiries into quotes, and when an agent pays off.Multi-tenant SaaS calculatorWhich multi-tenant model, the work per release and the weeks to get there.Quote DeskDrop a customer inquiry, get lines matched to your price list. Free.AI Visibility DeskDoes Claude recommend your brand? Weekly runs of your buyers’ questions, free.List DeskClean an email list in your browser: dead domains, disposable, typos, duplicates.Eval DeskTest cases for your AI prompt, run after every change: what regressed, what got fixed.Dashboard DeskA growth dashboard created in your PostHog, plus what your tracking is missing.Signature DeskOne email signature template for the whole team, as HTML for Gmail, Outlook and Apple Mail.Phishing email checkerForward a suspicious email or upload the .eml file; three AI models and technical checks give a verdict.Email TestSend one email, check one-click unsubscribe, SPF, DKIM, DMARC and spam signals.Vitals DeskA daily lab check of your pages on a throttled phone: LCP, CLS and TBT, and an email when a page gets slower. Free.Legacy rewrite estimateLines of code to function points, hours and cost, with and without agents.

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