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…
moai-adk-go best-practices reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist). Covers TRUST 5 gates, Go test isolation (t.TempDir, no OTEL env in parallel tests), hardcoding-prevention rules (env
$ npx -y skills add modu-ai/moai-adk --skill hns-moaiadk-best-practices --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/hns-moaiadk-best-practicesContext preview
The summary Claude sees to decide when to auto-load this skill.
moai-adk-go best-practices reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist). Covers TRUST 5 gates, Go test isolation (t.TempDir, no OTEL env in parallel tests), hardcoding-prevention rules (env
name: hns-moaiadk-best-practices
description: >
moai-adk-go best-practices reference for the 4 harness specialists
(cli-template-specialist, quality-specialist, workflow-specialist,
hook-ci-specialist). Covers TRUST 5 gates, Go test isolation
(t.TempDir, no OTEL env in parallel tests), hardcoding-prevention rules
(env constants in envkeys.go, thresholds in defaults.go), the
AskUserQuestion orchestrator-only boundary, the deferred-tool preload rule,
the archived-agent rejection contract, and verification-claim integrity.
Loaded by the specialists when authoring or reviewing moai-adk-go code.
allowed-tools: Read, Grep, Glob, Bash
user-invocable: false
metadata:
version: "1.0.0"
category: "harness/best-practices"
status: "active"
updated: "2026-06-17"
tags: "moai-adk-go,best-practices,trust5,testing,hardcoding"
progressive_disclosure:
level_1_tokens: 120
level_2_tokens: 4000
level_3_optional: true
triggers:
agents:
- cli-template-specialist
- quality-specialist
- workflow-specialist
- hook-ci-specialist
keywords: TRUST 5, t.TempDir, envkeys.go, defaults.go, AskUserQuestion, archived-agent, verification-claim, deferred tool
paths: "internal/**/*.go,**/*_test.go,.claude/rules/**"Every change must pass all five dimensions before completion:
| Pillar | Gate | Failure action | |--------|------|----------------| | **Tested** | `go test ./...` with coverage | Block merge; generate missing tests | | **Readable** | `golangci-lint run` | Warn; suggest refactoring | | **Unified** | `go fmt` + `goimports` | Auto-format or warn | | **Secured** | OWASP-aligned review (per-spawn opus agent) | Block; require review | | **Trackable** | Conventional Commits regex | Suggest format |
Coverage targets: 85% package minimum; 90%+ for critical packages (`internal/cli`, `internal/template`, `internal/hook`).
`filepath.Join(cwd, absPath)` does NOT strip the leading `/`: `filepath.Join("/a/b", "/var/folders/x")` → `"/a/b/var/folders/x"` (WRONG). Use `filepath.Abs()` when resolving user-supplied paths in CLI commands.
`t.Setenv("OTEL_EXPORTER_*", ...)` in parallel tests — the OTEL SDK initializes global state from env vars on first use, causing data races. Use a fake/no-op exporter instead; or make the parent test non-parallel.
pollution. Use `t.TempDir()` + explicit path construction.
cascading failures. Use `-count=1` to disable caching when debugging flaky tests; use `-race` for concurrency-safety checks.
constants; reference the constant everywhere. Never inline a raw env string.
duplicate a threshold across packages.
`.sh.tmpl` fallback paths use `$HOME` (not `.HomeDir`), because `.HomeDir` freezes at `moai init` time and breaks for users with non-standard layouts.
and `_test.go` files inside `t.TempDir()`.
reserved for the MoAI orchestrator (main session).
AskUserQuestion.** If user input is required, return a structured blocker report to the orchestrator (see `.claude/rules/moai/core/askuser-protocol.md` § Blocker Report Format).
`TaskList`, `TaskGet` are deferred tools — schema not loaded at session start. The orchestrator MUST call `ToolSearch(query: "select:AskUserQuestion,TaskCreate,...")` before first use. Subagents inherit this constraint.
through AskUserQuestion (orchestrator) or a blocker report (subagent).
12 agents are ARCHIVED and MUST NOT be referenced anywhere in generated harness files — no `delegates-to`, no prose, no examples. The full list of archived names lives in the canonical SSOT at `.claude/rules/moai/workflow/archived-agent-rejection.md` §B; this skill does not repeat the literal names (repeating them in every generated file would re-seed the exact tokens the rejection contract is meant to suppress).
The 8 RETAINED agents are the only valid delegation targets:
manager-spec, manager-develop, manager-docs, manager-git, plan-auditor, sync-auditor, builder-harness, Explore (Anthropic built-in)
For domain expertise formerly provided by the archived domain-expert agents, use the per-spawn pattern: `Agent(subagent_type: "general-purpose", model: "opus", tools: "<whitelist>", prompt: "...<domain> specialist: <conventions>...")` at delegation time. See `.claude/rules/moai/workflow/archived-agent-rejection.md` §C for the full migration table (rows #1-#12), which maps each archived agent to its canonical retained-agent or per-spawn replacement.
Per `.claude/rules/moai/core/verification-claim-integrity.md`:
assertion is valid ONLY when the actor ran the command and observed the output. An unran command is a gap, never a pass.
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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HARD i18n rules digest for the oss-docs harness specialists working on moai-adk-go README 4-locale set and the docs-site (adk.mo.ai.kr). Covers the…
README 4-file synchronization procedure for the oss-docs harness: Korean README.ko.md as primary source, en/ja/zh derivation, the shared language-switcher…