hns-lsel-applier
Local Self-Evolution Loop (LSEL) APPLY engine — the playback-only consumer of approved decision.json records that drives `.moai/hooks/lsel-apply.sh` for the…
TRUST 5 quality principles and how MoAI enforces them through agents, the 3-level harness, /moai gate, and sync-auditor scoring. Use for code review, quality gate checks, coverage targets, or TRUST 5 compliance.
$ npx -y skills add modu-ai/moai-adk --skill moai-foundation-quality --agent claude-codeHow it fires
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/moai-foundation-qualityContext preview
The summary Claude sees to decide when to auto-load this skill.
TRUST 5 quality principles and how MoAI enforces them through agents, the 3-level harness, /moai gate, and sync-auditor scoring. Use for code review, quality gate checks, coverage targets, or TRUST 5 compliance.
name: moai-foundation-quality description: > TRUST 5 quality principles and how MoAI enforces them through agents, the 3-level harness, /moai gate, and sync-auditor scoring. Use for code review, quality gate checks, coverage targets, or TRUST 5 compliance. when_to_use: > Use for code-quality guidance: TRUST 5 principles (Tested, Readable, Unified, Secured, Trackable), the 3-level harness (minimal/standard/ thorough), /moai gate (lint+format+type+test), coverage targets, security checks, language-aware toolchains, code-smell detection, and technical-debt triage. license: Apache-2.0 compatibility: Designed for Claude Code allowed-tools: Read, Grep, Glob user-invocable: false metadata: version: "3.0.0" category: "foundation" status: "active" updated: "2026-07-10" modularized: "true" tags: "foundation, quality, testing, validation, trust-5, best-practices, code-review" aliases: "moai-foundation-quality" # MoAI Extension: Progressive Disclosure progressive_disclosure: enabled: true level1_tokens: 100 level2_tokens: 5000
This skill provides background knowledge on MoAI's quality model: the five TRUST 5 principles, how agents enforce them, the 3-level harness, and the language-aware toolchains that `/moai gate` runs. MoAI does NOT ship a quality-validation library — quality is enforced through agents (`manager-develop`, `sync-auditor`), slash commands (`/moai gate`, `/moai review`), and the harness (minimal/standard/thorough).
**TRUST 5 Principles** (Tested, Readable, Unified, Secured, Trackable) are quality dimensions, not code objects. Every code change is evaluated against all five.
**Quality Mechanisms** (the real enforcement layer):
pre-commit quality gate (<30s). Auto-detects the project language and runs the appropriate toolchain.
autofix}; the chosen cycle shapes how tests and behavior are produced.
scoring (Functionality, Security, Craft, Consistency), scored as the harmonic mean of dimensions, not the average.
thorough (full sync-auditor + TRUST 5). Auto-determined by the Complexity Estimator based on SPEC scope.
lint-errors; sync: zero errors, max 10 warnings, clean LSP).
MoAI does not provide a Python SDK or any library for quality validation. Quality is enforced through the workflow, the agents, and the gate commands. This skill documents how those pieces fit together so a Claude invocation can reason about quality correctly.
| Phase | Quality check | Owner | |-------|--------------|-------| | plan | Capture LSP baseline; identify quality risks in the plan | manager-spec | | run | Zero errors/type-errors/lint-errors; tests pass; coverage met | manager-develop (cycle_type shapes the approach) | | sync | Lint clean (≤10 warnings); docs updated; TRUST 5 re-affirmed | manager-docs, then sync-auditor scores | | audit | Independent 4-dimension scoring (Functionality/Security/Craft/Consistency) | sync-auditor |
The run-phase `cycle_type` selects how quality is built in:
specified by a failing test first, then implemented. Best for new features.
Behavior-preserving transformation of existing code. Best for refactoring and debt reduction.
`/moai fix` and regression recovery.
See Skill("moai-workflow-tdd"), Skill("moai-workflow-ddd"), and Skill("moai-workflow-loop") for the per-cycle mechanics.
TRUST 5 is a mnemonic for five quality dimensions. Treat each as a question to ask of any change, not a score to compute.
or above the project threshold (85%+ by default)? For existing untested code, are characterization tests capturing current behavior?
configured code-comments language)? Could a new contributor follow the logic without a walkthrough?
(naming, error handling, imports)? Is it formatted with the project's formatter? Consistency within a file beats personal preference.
guidance for web security? Are credentials kept out of version control (environment variables instead)? See moai-ref-owasp-checklist.
reference the SPEC / issue it implements? Can the change be traced back to a requirement?
For the per-principle assessment checklist and the "not applicable" guard, see [TRUST 5 Principles](modules/trust5-validation.md).
The harness level controls how deep quality validation goes. It is auto-determined by the Complexity Estimator based on SPEC scope.
| Level | What runs | When | |-------|-----------|------| | minimal | Fast validation only (lint + type + test) | Small SPECs, low risk | | standard | Default checks (lint + type + test + format) | Most SPECs | | thorough | Full sync-auditor + 4-dimension TRUST 5 scoring | Large SPECs, high risk |
`/moai gate` is the lightweight pre-commit entry point: it runs lint + format + type-check + test in parallel and applies no fixes. It is the fastest way to get a qua
Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort routing, and Claude×GLM multi-LLM cost control. Single Go binary, 16 languages, zero deps.
Repo: modu-ai/moai-adk
Local Self-Evolution Loop (LSEL) APPLY engine — the playback-only consumer of approved decision.json records that drives `.moai/hooks/lsel-apply.sh` for the…
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