Certification track

This page documents the concept of the certification and how it uses IntentLang. The certification product itself (enrollment, exams, credentials) is built by SkillsTech Certified, a sibling in the ecosystem, not in this repository.

Generating code is cheap; the scarce thing in AI-era software is a person who can state intent clearly, verify it faithfully, and defend it. The SkillsTech Certified Intent-Oriented Programming Associate credential proves exactly that: not that a learner memorized syntax, but that they can practice intent-oriented programming end to end.

What it proves

The proof chain has four links, each proving a different thing about the same mission:

• SkillsTech Compiler proves the language can produce artifacts.
• OpenThunder proves the repo still matches the declared intent.
• Repo Mastery proves the human understands the mission.
• SkillsTech Certified proves the practitioner understands the method.

Certification is that fourth link. It certifies the method, the durable skill that outlives any one codebase or model.

What an Associate can do

A holder of the credential can, without AI doing the thinking for them:

• Write a rigorous mission. Turn a prompt or requirement into a .intent file with a clear goal, typed inputs and outputs, guarantees, and, first, the prohibitions (never rules) that matter most.
• Prove it. Attach a verify to every guarantee and never rule, and use intent check, intent run, and intent test to make the mission self-verifying.
• Read the diagnostics. Explain what guarantee-without-verification, secret-without-never-log, or IL-SEC-001 mean and why they block, and fix them.
• Reason about drift. Explain how an implementation drifts from its intent and how the ecosystem detects it.
• Govern AI. Treat AI output as a candidate: gate it, verify it, and approve it on the record, never trust it because it looks plausible.
• Defend the mission. Explain, to a colleague or a reviewer, why the software is built this way, which is the skill Repo Mastery drills.

How IntentLang backs the assessment

Because intent is executable and checkable, the assessment can be objective rather than a quiz about opinions:

• A candidate's mission is run through the real, deterministic compiler. intent check and intent test give a pass/fail that no grader has to argue about.
• The diagnostics catalog is a fixed, published rubric: every finding names its rule, severity, and fix.
• A candidate's .intent-proof.json is evidence the work was done and verified, the same proof artifact the rest of the ecosystem consumes.

So the credential is itself proof-backed: it is earned by producing intent that the compiler can verify, not by self-report.

Levels (planned)

The Associate credential is the foundation. Higher tiers, defined by SkillsTech Certified, would layer on architecture intent, distributed and failure semantics, governance and data privacy, and leading intent-oriented review on a team. Those are the certifying product's to specify; this page fixes only the shared vocabulary and the IntentLang skills each tier rests on.

See also: Intent-oriented programming for the method, the Manifesto for the proof chain, and the Ecosystem brief for how each sibling contributes.