[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-jetbrains-skillshare-cli-e2e-test":3,"mdc--sxucva-key":36,"related-repo-jetbrains-skillshare-cli-e2e-test":6310,"related-org-jetbrains-skillshare-cli-e2e-test":6434},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":25,"repoUrl":26,"updatedAt":27,"license":28,"forks":29,"topics":30,"repo":31,"sourceUrl":34,"mdContent":35},"skillshare-cli-e2e-test","run end-to-end tests for skillshare","Run isolated E2E tests in devcontainer from ai_docs\u002Ftests runbooks. Use this skill whenever the user asks to: run an E2E test, execute a test runbook, validate a feature end-to-end, create a new runbook, or test CLI behavior in isolation. If you need to run a multi-step CLI validation sequence (init → install → sync → verify), this is the skill — it handles ssenv isolation, flag verification, and structured reporting. Prefer this over ad-hoc docker exec sequences for any test that follows a runbook or needs reproducible isolation.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},"jetbrains","JetBrains","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fjetbrains.png",[12,16,19,22],{"name":13,"slug":14,"type":15},"E2E Testing","e2e-testing","tag",{"name":17,"slug":18,"type":15},"QA","qa",{"name":20,"slug":21,"type":15},"Engineering","engineering",{"name":23,"slug":24,"type":15},"Testing","testing",252,"https:\u002F\u002Fgithub.com\u002FJetBrains\u002Fskills","2026-07-13T06:40:24.52368",null,17,[],{"repoUrl":26,"stars":25,"forks":29,"topics":32,"description":33},[],"Curated agent skills collection verified by JetBrains","https:\u002F\u002Fgithub.com\u002FJetBrains\u002Fskills\u002Ftree\u002FHEAD\u002Fcli-e2e-test","---\nname: skillshare-cli-e2e-test\ndescription: >-\n  Run isolated E2E tests in devcontainer from ai_docs\u002Ftests runbooks. Use this\n  skill whenever the user asks to: run an E2E test, execute a test runbook,\n  validate a feature end-to-end, create a new runbook, or test CLI behavior in\n  isolation. If you need to run a multi-step CLI validation sequence (init →\n  install → sync → verify), this is the skill — it handles ssenv isolation,\n  flag verification, and structured reporting. Prefer this over ad-hoc docker\n  exec sequences for any test that follows a runbook or needs reproducible\n  isolation.\nargument-hint: \"[runbook-name | new]\"\ntargets: [claude, codex]\nmetadata:\n  short-description: \"Run isolated CLI E2E runbooks\"\n  author: Runkids\n  source: https:\u002F\u002Fgithub.com\u002Frunkids\u002Fskillshare\u002Ftree\u002Fmain\u002F.skillshare\u002Fskills\u002Fcli-e2e-test\n---\n\nRun isolated E2E tests in devcontainer. $ARGUMENTS specifies runbook name or \"new\".\n\n## Flow\n\n### Phase 0: Environment Check\n\n1. Confirm devcontainer is running and get container ID:\n   ```bash\n   CONTAINER=$(docker compose -f .devcontainer\u002Fdocker-compose.yml ps -q skillshare-devcontainer)\n   ```\n   - If empty → prompt user: `docker compose -f .devcontainer\u002Fdocker-compose.yml up -d`\n   - Ensure `CONTAINER` is set for all subsequent `docker exec` calls.\n\n2. Confirm Linux binary is available:\n   ```bash\n   docker exec $CONTAINER bash -c \\\n     '\u002Fworkspace\u002F.devcontainer\u002Fensure-skillshare-linux-binary.sh && ss version'\n   ```\n\n3. Confirm mdproof is installed:\n   ```bash\n   docker exec $CONTAINER \u002Fworkspace\u002F.devcontainer\u002Fensure-mdproof.sh\n   ```\n   This auto-installs from GitHub release, or falls back to `\u002Fworkspace\u002Fbin\u002Fmdproof` (local dev binary).\n\n4. Check for lessons learned from previous runs:\n   ```bash\n   test -f \u002Fworkspace\u002F.mdproof\u002Flessons-learned.md && cat \u002Fworkspace\u002F.mdproof\u002Flessons-learned.md\n   ```\n   If the file exists, read it before writing or debugging runbooks — it contains known gotchas and assertion patterns.\n\n### Phase 1: Detect Scope\n\n1. Preview all available runbooks via the container:\n   ```bash\n   docker exec $CONTAINER mdproof --dry-run --report json \u002Fworkspace\u002Fai_docs\u002Ftests\u002F\n   ```\n   This returns JSON with every runbook's steps, commands, and expected assertions — no manual markdown parsing needed. Use this to understand what each runbook covers.\n\n2. Identify recent changes (unstaged + recent commits):\n   ```bash\n   git diff --name-only HEAD~3\n   ```\n3. Match changes to relevant runbooks (compare changed file paths against step commands in the JSON output).\n\n### Phase 2: Select Tests\n\nPrompt user (via AskUserQuestion):\n\n- **Option A**: Run existing runbook (list all available + mark those related to recent changes)\n- **Option B**: Auto-generate new test script based on recent changes\n- **Option C**: If $ARGUMENTS specifies a runbook, skip to Phase 3\n\n### Phase 3: Prepare & Execute\n\n#### Running existing runbook:\n\n1. Create isolated environment with **auto-initialization**:\n   ```bash\n   ENV_NAME=\"e2e-$(date +%Y%m%d-%H%M%S)\"\n\n   # Use --init to automatically run 'ss init -g' with all targets\n   docker exec $CONTAINER ssenv create \"$ENV_NAME\" --init\n   ```\n\n2. Execute the entire runbook via mdproof inside the container:\n   ```bash\n   docker exec $CONTAINER env SKILLSHARE_DEV_ALLOW_WORKSPACE_PROJECT=1 \\\n     ssenv enter \"$ENV_NAME\" -- \\\n     mdproof --report json \\\n     \u002Fworkspace\u002Fai_docs\u002Ftests\u002F\u003Crunbook_file>.md\n   ```\n   mdproof executes each step (`bash -c \u003Ccommand>`) in the ssenv-isolated HOME, then returns structured JSON:\n   ```json\n   {\n     \"version\": \"1\",\n     \"runbook\": \"\u003Crunbook_file>.md\",\n     \"duration_ms\": 12345,\n     \"summary\": { \"total\": 7, \"passed\": 5, \"failed\": 1, \"skipped\": 1 },\n     \"steps\": [\n       {\n         \"step\": { \"number\": 1, \"title\": \"...\", \"command\": \"...\", \"expected\": [\"...\"] },\n         \"status\": \"passed\",    \u002F\u002F \"passed\" | \"failed\" | \"skipped\"\n         \"exit_code\": 0,\n         \"stdout\": \"...\",\n         \"stderr\": \"...\"\n       }\n     ]\n   }\n   ```\n\n3. Analyze the JSON output:\n   - **All passed** → proceed to Phase 4\n   - **Any failed** → filter for failures only (full JSON can be too large for terminal output):\n     ```bash\n     mdproof --report json runbook.md 2>&1 | jq '{\n       summary: .summary,\n       failed: [.steps[] | select(.status == \"failed\") | {\n         step: .step.number, title: .step.title,\n         exit_code: .exit_code,\n         failed_assertions: [.assertions[]? | select(.matched == false) | .pattern],\n         stderr: (.stderr \u002F\u002F \"\" | .[0:200])\n       }]\n     }'\n     ```\n   - **Skipped steps** (executor=`manual`) → these need manual verification, run them individually:\n     ```bash\n     docker exec $CONTAINER env SKILLSHARE_DEV_ALLOW_WORKSPACE_PROJECT=1 \\\n       ssenv enter \"$ENV_NAME\" -- \u003Ccommand from step.command>\n     ```\n\n4. For failed steps, debug individually using manual docker exec (same as before):\n   ```bash\n   docker exec $CONTAINER env SKILLSHARE_DEV_ALLOW_WORKSPACE_PROJECT=1 \\\n     ssenv enter \"$ENV_NAME\" -- bash -c '\u003Cfailed step command>'\n   ```\n   - **Prefer `--json` + `jq` for assertions** — see the JSON Reference below\n\n#### Generating new runbook:\n\n1. Read `git diff HEAD~3` to find changed files in `cmd\u002Fskillshare\u002F` or `internal\u002F`\n2. Read changed files to understand new\u002Fmodified functionality\n3. **Validate all CLI flags before writing** — for every `ss \u003Ccommand> \u003Cflag>` in the runbook:\n   - Grep `cmd\u002Fskillshare\u002F\u003Ccommand>.go` for the exact flag string (e.g. `\"--force\"`)\n   - Run `ss \u003Ccommand> --help` inside container if needed\n   - Common mistakes to avoid:\n     - `uninstall --yes` → **wrong**, use `--force` \u002F `-f`\n     - `init --target \u003Cname>` → **wrong**, `init` has no `--target` flag\n     - `init -p` has a **completely separate flag set** from global `init` — only supports `--targets`, `--discover`, `--select`, `--mode`, `--dry-run`. Global-only flags like `--no-copy`, `--no-skill`, `--no-git`, `--all-targets`, `--force` do NOT exist in project mode\n     - Audit custom rules: disable by **rule ID** (e.g. `prompt-injection-0`, `prompt-injection-1`), NOT pattern name (e.g. `prompt-injection`). Rule IDs are in `internal\u002Faudit\u002Frules.yaml`\n4. Generate new runbook to `ai_docs\u002Ftests\u002F\u003Cslug>_runbook.md`, following existing conventions:\n   - YAML-free, pure Markdown\n   - Has Scope, Environment, Steps (each with bash + Expected), Pass Criteria\n   - **Use `jq:` assertions in Expected blocks** for JSON commands — e.g. `- jq: .extras | length == 1`. This is a native mdproof assertion type, NOT a bash `jq` pipe\n   - **Use `--json` + `jq -e` in bash** for inline verification within multi-command steps\n   - **Config idempotency** — never bare `cat >> config.yaml`; always prepend `sed -i '\u002F^section:\u002F,$d'` to remove existing section first, or use CLI commands (`ss extras init`, `ss extras remove --force`) that handle duplicates\n   - **Check `ai_docs\u002Ftests\u002Frunbook.json`** for project-level config (build, setup, teardown, step_setup, timeout) that affects all runbooks\n   - **Check `.mdproof\u002Flessons-learned.md`** for known assertion patterns and gotchas\n5. **Run the runbook quality checklist** (see below) before executing\n6. Then execute the new runbook (same flow as above)\n\n### Phase 4: Cleanup & Report\n\n1. Ask user before cleanup (via AskUserQuestion):\n   - **Option A**: Delete ssenv environment now\n   - **Option B**: Keep for manual debugging (print env name for later `ssenv delete`)\n\n2. If user chose Option A:\n   ```bash\n   docker exec $CONTAINER ssenv delete \"$ENV_NAME\" --force\n   ```\n\n3. Output summary (derived from the runbook JSON output):\n   ```\n   ── E2E Test Report ──\n\n   Runbook:  {runbook name}\n   Env:      {ENV_NAME}\n   Duration: {duration_ms}ms\n\n   Step 1: {title}  PASS\n   Step 2: {title}  PASS\n   Step 3: {title}  FAIL ← exit_code={N}, stderr: {error detail}\n   ...\n\n   Result: {passed}\u002F{total} passed ({skipped} skipped)\n   ```\n   All values come directly from mdproof's JSON output — `summary.passed`, `summary.total`, `steps[].step.title`, `steps[].status`.\n\n4. If any FAIL → distinguish between runbook bug vs real bug:\n   - **Runbook bug**: wrong flag, wrong file path, stale assertion → fix runbook, re-run step\n   - **Real bug**: CLI misbehavior → analyze cause, provide fix suggestions\n\n5. **Retrospective** — ask user (via AskUserQuestion):\n   > Did you encounter any friction during this test run that the skill or runbook could handle better?\n   - **Option A**: Yes, improve e2e skill — review test friction (wrong flags, stale assertions, missing checklist items, unclear instructions), then update SKILL.md and\u002For runbooks\n   - **Option B**: Yes, but only fix the runbook — fix the specific runbook without changing the skill itself\n   - **Option C**: No, skip\n\n   Improvement targets:\n   - **SKILL.md**: add new checklist items, common-mistake examples, or rule clarifications learned from this run\n   - **Runbooks**: fix stale assertions (e.g. config.yaml → registry.yaml), wrong flags, outdated paths\n   - **Both**: when a systemic issue (e.g. a refactor changed file locations) affects both the skill's guidance and existing runbooks\n\n## Runbook Quality Checklist\n\nBefore executing a newly generated runbook, verify:\n\n- [ ] **All CLI flags exist** — every `ss \u003Ccmd> --flag` was grep-verified against source\n- [ ] **`--init` interaction** — if runbook has `ss init`, account for `ssenv create --init` already initializing (add `--force` to re-init, or skip init step)\n- [ ] **`--init` creates default extras** — `ssenv create --init` creates a `rules` extra by default. Runbooks that assume an empty extras list must add cleanup first: `ss extras remove rules --force -g 2>\u002Fdev\u002Fnull || true` + `rm -rf ~\u002F.claude\u002Frules`\n- [ ] **Correct confirmation flags** — `uninstall` uses `--force` (not `--yes`); `init` re-run needs no flag (just fails gracefully)\n- [ ] **Skill data in registry.yaml** — assertions about installed skills check `registry.yaml`, NOT `config.yaml`; config.yaml should never contain `skills:`\n- [ ] **File existence timing** — `registry.yaml` is only created after first install\u002Freconcile, not on `ss init`\n- [ ] **Project mode paths** — project commands use `.skillshare\u002F` not `~\u002F.config\u002Fskillshare\u002F`\n- [ ] **Project init flags** — `init -p` only supports `--targets`, `--discover`, `--select`, `--mode`, `--dry-run`; global-only flags (`--no-copy`, `--no-skill`, `--no-git`, `--all-targets`, `--force`) are not available\n- [ ] **Audit rule IDs** — custom rules in `audit-rules.yaml` use rule IDs (e.g. `prompt-injection-0`), not pattern names (e.g. `prompt-injection`). Verify IDs against `internal\u002Faudit\u002Frules.yaml`\n- [ ] **Use `--json` for assertions** — if the command supports `--json`, use it with `jq` instead of grepping human-readable output. Text output changes between versions; JSON structure is stable\n- [ ] **Expected = actual substrings, NOT descriptions** — the runbook assertion engine does case-insensitive substring matching. Write `- Installed` or `- cangjie-docs-navigator`, NOT `- Install completes without error` or `- Output contains at least one skill`. Negation: use `Not \u003Csubstring>` prefix (e.g. `- Not cangjie-docs-navigator`)\n- [ ] **Skill name ≠ repo name** — after `ss install \u003Crepo>`, the actual skill name may differ from the repo name (e.g. repo `cangjie-docs-mcp` → skill `cangjie-docs-navigator`). Always verify the installed skill name via `ss list` before writing uninstall\u002Fcheck steps\n- [ ] **`\u002Ftmp\u002F` cleanup** — ssenv only isolates `$HOME`; `\u002Ftmp\u002F` is shared across runs. Any step using `\u002Ftmp\u002F\u003Cpath>` must start with `rm -rf \u002Ftmp\u002F\u003Cpath>` to avoid stale state from previous runs\n- [ ] **`echo > symlink` writes through** — `echo \"content\" > path` where `path` is a symlink writes to the symlink's target, it does NOT replace the symlink with a real file. To create a local (non-managed) file at a symlinked path: either use a different filename, or `rm` the symlink first then `echo`\n- [ ] **`cat >>` is not idempotent** — appending to config files (`cat >> config.yaml`) will duplicate sections on re-run. Prefer `ss extras init` (which validates duplicates) or full file replacement over `cat >>` when possible\n- [ ] **Extras source path layout** — extras use `~\u002F.config\u002Fskillshare\u002Fextras\u002F\u003Cname>\u002F` (not the legacy flat path `~\u002F.config\u002Fskillshare\u002F\u003Cname>\u002F`). Symlink assertions must include `extras\u002F` in the path regex (e.g. `regex: skillshare\u002Fextras\u002Frules\u002Ftdd\\.md`)\n- [ ] **Prefer `jq:` over `python3 -c`** — for JSON output validation, use mdproof's native `jq:` assertion type (e.g. `- jq: .extras | length == 1`) instead of piping to `python3 -c`. It's one line vs 10, and mdproof handles failure reporting automatically\n- [ ] **Config append idempotency** — when appending YAML sections with `cat >>`, always prepend `sed -i '\u002F^section_key:\u002F,$d'` to remove existing section. Or prefer CLI commands (`ss extras init`, `ss extras remove --force`) over manual config editing\n- [ ] **Check lessons-learned** — read `.mdproof\u002Flessons-learned.md` before writing new runbooks for known gotchas and proven assertion patterns\n\n## Runbook Assertion Types\n\nmdproof supports 6 assertion types under `Expected:` blocks. Use the most specific type for each check:\n\n| Type | Syntax | When to use | Example |\n|------|--------|-------------|---------|\n| Substring | plain text | Simple output check | `- hello world` |\n| Negated | `Not`\u002F`Should NOT` prefix | Verify absence | `- Not FAIL` |\n| Exit code | `exit_code: N` | Every step should have this | `- exit_code: 0` |\n| Regex | `regex:` prefix | Pattern matching | `- regex: v\\d+\\.\\d+` |\n| jq | `jq:` prefix | **JSON output (preferred)** | `- jq: .extras \\| length == 1` |\n| Snapshot | `snapshot:` prefix | Stable output comparison | `- snapshot: api-response` |\n\n**`jq:` best practices:**\n```markdown\n# Simple field check\n- jq: .name == \"rules\"\n\n# Array length\n- jq: .extras | length == 3\n\n# Sorted array comparison\n- jq: [.extras[].name] | sort | . == [\"a\",\"b\",\"c\"]\n\n# Null\u002Fmissing field (omitempty)\n- jq: .extras == null\n\n# Nested access\n- jq: .[0].targets[0].status == \"synced\"\n\n# Boolean\n- jq: .source_exists == true\n```\n\n## Rules\n\n- **Always execute inside devcontainer** — use `docker exec`, never run CLI on host\n- **Always use `ssenv` for HOME isolation** — don't pollute container default HOME\n- **Always create fresh ssenv environments** — never reuse an environment from a previous run; stale config\u002Fstate causes confusing cascade failures (e.g. duplicate YAML keys, \"already exists\" errors)\n- **ssenv only isolates `$HOME`** — `\u002Ftmp\u002F`, `\u002Fvar\u002F`, and other system paths are shared across all environments. Runbook steps using `\u002Ftmp\u002F` must include `rm -rf` cleanup at the start\n- **Verify every step** — never skip Expected checks\n- **Don't abort on failure** — record FAIL, continue to next step, summarize at end\n- **Ask before cleanup** — Phase 4 must prompt user before deleting ssenv environment\n- **`ss` = `skillshare`** — same binary in runbooks\n- **`~` = ssenv-isolated HOME** — `ssenv enter` auto-sets `HOME`\n- **Use `--init`** — simplify setup by using `ssenv create \u003Cname> --init`\n- **`--init` already runs init** — the env is pre-initialized; runbook steps calling `ss init` again will fail unless the step explicitly resets state first\n\n## ssenv Quick Reference\n\n| Command | Purpose |\n|---------|---------|\n| `sshelp` | Show shortcuts and usage |\n| `ssls` | List isolated environments |\n| `ssnew \u003Cname>` | Create + enter isolated shell (interactive) |\n| `ssuse \u003Cname>` | Enter existing isolated shell (interactive) |\n| `ssback` | Leave isolated context |\n| `ssenv enter \u003Cname> -- \u003Ccmd>` | Run single command in isolation (automation) |\n\n- For interactive debugging: `ssnew \u003Cenv>` then `exit` when done\n- For deterministic automation: prefer `ssenv enter \u003Cenv> -- \u003Ccommand>` one-liners\n\n## Test Command Policy\n\nWhen running Go tests inside devcontainer (not via runbook):\n\n```bash\n# ssenv changes HOME, so always cd to \u002Fworkspace first for Go test commands\ncd \u002Fworkspace\ngo build -o bin\u002Fskillshare .\u002Fcmd\u002Fskillshare\nSKILLSHARE_TEST_BINARY=\"$PWD\u002Fbin\u002Fskillshare\" go test .\u002Ftests\u002Fintegration -count=1\ngo test .\u002F...\n```\n\nAlways run in devcontainer unless there is a documented exception.\nNote: `ssenv enter` changes HOME, which may affect Go module resolution — always `cd \u002Fworkspace` before running `go test` or `go build`.\n\n## `--json` Quick Reference\n\nMost commands support `--json` for structured output, making assertions more reliable than text matching.\n\n| Command | `--json` | Notes |\n|---------|----------|-------|\n| `ss status` | `--json` | Skills, targets, sync status |\n| `ss list` | `--json` \u002F `-j` | All skills with metadata |\n| `ss target list` | `--json` | Configured targets |\n| `ss install \u003Csrc>` | `--json` | Implies `--force --all` (skip prompts) |\n| `ss uninstall \u003Cname>` | `--json` | Implies `--force` (skip prompts) |\n| `ss collect \u003Cpath>` | `--json` | Implies `--force` (skip prompts) |\n| `ss check` | `--json` | Update availability per repo |\n| `ss update` | `--json` | Update results per skill |\n| `ss diff` | `--json` | Per-file diff details |\n| `ss sync` | `--json` | Sync stats per target |\n| `ss audit` | `--format json` | Also accepts `--json` (deprecated alias) |\n| `ss log` | `--json` | Raw JSONL (one object per line) |\n\n**Key behaviors:**\n- `--json` that implies `--force` \u002F `--all` skips interactive prompts — safe for automation\n- Output goes to **stdout only** (progress\u002Fspinners suppressed)\n- `audit` prefers `--format json`; `--json` still works but is the deprecated form\n- `log --json` outputs JSONL (newline-delimited), not a JSON array\n\n### Assertion Patterns with `jq`\n\n```bash\n# Count installed skills\nss list --json | jq 'length'\n\n# Check a specific skill exists\nss list --json | jq -e '.[] | select(.name == \"my-skill\")'\n\n# Verify target is configured\nss target list --json | jq -e '.[] | select(.name == \"claude\")'\n\n# Assert no critical audit findings\nss audit --format json | jq -e '.summary.critical == 0'\n\n# Check update availability\nss check --json | jq -e '.tracked_repos | length > 0'\n\n# Verify sync succeeded (zero errors)\nss sync --json | jq -e '.errors == 0'\n\n# Install and verify result\nss install https:\u002F\u002Fgithub.com\u002Fuser\u002Frepo --json | jq -e '.skills | length > 0'\n```\n\nWhen a `jq -e` expression fails (exit code 1 = false, 5 = no output), the step FAILs — no ambiguous text matching needed.\n\n## Container Command Templates\n\n```bash\n# Single command\ndocker exec $CONTAINER ssenv enter \"$ENV_NAME\" -- ss status\n\n# JSON assertion (preferred for verification)\ndocker exec $CONTAINER ssenv enter \"$ENV_NAME\" -- bash -c '\n  ss list --json | jq -e \".[] | select(.name == \\\"my-skill\\\")\"\n'\n\n# Multi-line compound command (use bash -c) — global mode flags\ndocker exec $CONTAINER ssenv enter \"$ENV_NAME\" -- bash -c '\n  ss init --no-copy --all-targets --no-git --no-skill\n  ss status\n'\n\n# Project mode init (different flag set!)\ndocker exec $CONTAINER env SKILLSHARE_DEV_ALLOW_WORKSPACE_PROJECT=1 \\\n  ssenv enter \"$ENV_NAME\" -- bash -c '\n  cd \u002Ftmp\u002Ftest-project && ss init -p --targets claude\n'\n\n# Check files (HOME is set to isolated path by ssenv)\ndocker exec $CONTAINER ssenv enter \"$ENV_NAME\" -- bash -c '\n  cat ~\u002F.config\u002Fskillshare\u002Fconfig.yaml\n'\n\n# With environment variables\ndocker exec $CONTAINER ssenv enter \"$ENV_NAME\" -- bash -c '\n  TARGET=~\u002F.claude\u002Fskills\n  ls -la \"$TARGET\"\n'\n\n# Go tests (must cd \u002Fworkspace because ssenv changes HOME)\ndocker exec $CONTAINER ssenv enter \"$ENV_NAME\" -- bash -c '\n  cd \u002Fworkspace\n  go test .\u002Finternal\u002Finstall -run TestParseSource -count=1\n'\n```\n\n## Relationship with `\u002Fmdproof` Skill\n\nThis skill (`\u002Fcli-e2e-test`) and the `\u002Fmdproof` skill are **complementary**, not competing:\n\n| Concern | `\u002Fcli-e2e-test` | `\u002Fmdproof` |\n|---------|-----------------|------------|\n| **Scope** | Skillshare project-specific E2E | General-purpose runbook authoring |\n| **Infrastructure** | Devcontainer, ssenv, binary build | None — format and assertions only |\n| **Config** | `ai_docs\u002Ftests\u002Frunbook.json` (build, setup, teardown) | Assertion types, snapshot, coverage |\n| **Lessons** | Checklist items, CLI flag gotchas | `.mdproof\u002Flessons-learned.md` |\n| **When** | Running or debugging a test | Writing or improving a runbook |\n\n### How they work together\n\n1. **Writing a new runbook** → invoke `\u002Fmdproof` first for format guidance (assertion types, `jq:` patterns, snapshot usage), then `\u002Fcli-e2e-test` to execute it in isolation\n2. **Improving existing runbooks** → invoke `\u002Fmdproof` for assertion quality review (python3 → jq:, idempotency), then `\u002Fcli-e2e-test` to verify changes pass\n3. **Debugging failures** → `\u002Fcli-e2e-test` Phase 3 step 4 handles manual docker exec; `\u002Fmdproof` lessons-learned captures recurring patterns\n4. **After a test run** → `\u002Fmdproof` Self-Learning section guides recording discoveries to `.mdproof\u002Flessons-learned.md`\n\n### Rule of thumb\n\n- Need to **run** tests or **debug** in devcontainer? → `\u002Fcli-e2e-test`\n- Need to **write** assertions or **improve** runbook quality? → `\u002Fmdproof`\n- User says \"run extras E2E\" → `\u002Fcli-e2e-test`\n- User says \"improve runbook 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together",{"type":50,"tag":72,"props":6120,"children":6121},{},[6122,6153,6176,6199],{"type":50,"tag":76,"props":6123,"children":6124},{},[6125,6130,6132,6137,6139,6144,6146,6151],{"type":50,"tag":470,"props":6126,"children":6127},{},[6128],{"type":55,"value":6129},"Writing a new runbook",{"type":55,"value":6131}," → invoke ",{"type":50,"tag":90,"props":6133,"children":6135},{"className":6134},[],[6136],{"type":55,"value":5937},{"type":55,"value":6138}," first for format guidance (assertion types, ",{"type":50,"tag":90,"props":6140,"children":6142},{"className":6141},[],[6143],{"type":55,"value":2129},{"type":55,"value":6145}," patterns, snapshot usage), then ",{"type":50,"tag":90,"props":6147,"children":6149},{"className":6148},[],[6150],{"type":55,"value":5950},{"type":55,"value":6152}," to execute it in isolation",{"type":50,"tag":76,"props":6154,"children":6155},{},[6156,6161,6162,6167,6169,6174],{"type":50,"tag":470,"props":6157,"children":6158},{},[6159],{"type":55,"value":6160},"Improving existing runbooks",{"type":55,"value":6131},{"type":50,"tag":90,"props":6163,"children":6165},{"className":6164},[],[6166],{"type":55,"value":5937},{"type":55,"value":6168}," for assertion quality review (python3 → jq:, idempotency), then ",{"type":50,"tag":90,"props":6170,"children":6172},{"className":6171},[],[6173],{"type":55,"value":5950},{"type":55,"value":6175}," to verify changes pass",{"type":50,"tag":76,"props":6177,"children":6178},{},[6179,6184,6185,6190,6192,6197],{"type":50,"tag":470,"props":6180,"children":6181},{},[6182],{"type":55,"value":6183},"Debugging failures",{"type":55,"value":1899},{"type":50,"tag":90,"props":6186,"children":6188},{"className":6187},[],[6189],{"type":55,"value":5950},{"type":55,"value":6191}," Phase 3 step 4 handles manual docker exec; ",{"type":50,"tag":90,"props":6193,"children":6195},{"className":6194},[],[6196],{"type":55,"value":5937},{"type":55,"value":6198}," lessons-learned captures recurring patterns",{"type":50,"tag":76,"props":6200,"children":6201},{},[6202,6207,6208,6213,6215],{"type":50,"tag":470,"props":6203,"children":6204},{},[6205],{"type":55,"value":6206},"After a test run",{"type":55,"value":1899},{"type":50,"tag":90,"props":6209,"children":6211},{"className":6210},[],[6212],{"type":55,"value":5937},{"type":55,"value":6214}," Self-Learning section guides recording discoveries to ",{"type":50,"tag":90,"props":6216,"children":6218},{"className":6217},[],[6219],{"type":55,"value":2241},{"type":50,"tag":65,"props":6221,"children":6223},{"id":6222},"rule-of-thumb",[6224],{"type":55,"value":6225},"Rule of thumb",{"type":50,"tag":154,"props":6227,"children":6228},{},[6229,6253,6276,6286],{"type":50,"tag":76,"props":6230,"children":6231},{},[6232,6234,6239,6241,6246,6248],{"type":55,"value":6233},"Need to ",{"type":50,"tag":470,"props":6235,"children":6236},{},[6237],{"type":55,"value":6238},"run",{"type":55,"value":6240}," tests or ",{"type":50,"tag":470,"props":6242,"children":6243},{},[6244],{"type":55,"value":6245},"debug",{"type":55,"value":6247}," in devcontainer? → ",{"type":50,"tag":90,"props":6249,"children":6251},{"className":6250},[],[6252],{"type":55,"value":5950},{"type":50,"tag":76,"props":6254,"children":6255},{},[6256,6257,6262,6264,6269,6271],{"type":55,"value":6233},{"type":50,"tag":470,"props":6258,"children":6259},{},[6260],{"type":55,"value":6261},"write",{"type":55,"value":6263}," assertions or ",{"type":50,"tag":470,"props":6265,"children":6266},{},[6267],{"type":55,"value":6268},"improve",{"type":55,"value":6270}," runbook quality? → ",{"type":50,"tag":90,"props":6272,"children":6274},{"className":6273},[],[6275],{"type":55,"value":5937},{"type":50,"tag":76,"props":6277,"children":6278},{},[6279,6281],{"type":55,"value":6280},"User says \"run extras E2E\" → ",{"type":50,"tag":90,"props":6282,"children":6284},{"className":6283},[],[6285],{"type":55,"value":5950},{"type":50,"tag":76,"props":6287,"children":6288},{},[6289,6291,6296,6297,6302],{"type":55,"value":6290},"User says \"improve runbook assertions\" → ",{"type":50,"tag":90,"props":6292,"children":6294},{"className":6293},[],[6295],{"type":55,"value":5937},{"type":55,"value":4226},{"type":50,"tag":90,"props":6298,"children":6300},{"className":6299},[],[6301],{"type":55,"value":5950},{"type":55,"value":6303}," to verify",{"type":50,"tag":6305,"props":6306,"children":6307},"style",{},[6308],{"type":55,"value":6309},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":6311,"total":6433},[6312,6331,6346,6362,6377,6400,6417],{"slug":6313,"name":6313,"fn":6314,"description":6315,"org":6316,"tags":6317,"stars":25,"repoUrl":26,"updatedAt":6330},"algorithmic-art","create generative art with p5.js","Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6318,6321,6324,6327],{"name":6319,"slug":6320,"type":15},"Creative","creative",{"name":6322,"slug":6323,"type":15},"Generative Art","generative-art",{"name":6325,"slug":6326,"type":15},"Graphics","graphics",{"name":6328,"slug":6329,"type":15},"JavaScript","javascript","2026-07-13T06:41:35.540127",{"slug":6332,"name":6332,"fn":6333,"description":6334,"org":6335,"tags":6336,"stars":25,"repoUrl":26,"updatedAt":6345},"antfu","configure JavaScript projects with Anthony Fu's tools","Anthony Fu's opinionated tooling and conventions for JavaScript\u002FTypeScript projects. Use when setting up new projects, configuring ESLint\u002FPrettier alternatives, monorepos, library publishing, or when the user mentions Anthony Fu's preferences.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6337,6340,6341,6342],{"name":6338,"slug":6339,"type":15},"Best Practices","best-practices",{"name":20,"slug":21,"type":15},{"name":6328,"slug":6329,"type":15},{"name":6343,"slug":6344,"type":15},"TypeScript","typescript","2026-07-13T06:43:13.153309",{"slug":6347,"name":6347,"fn":6348,"description":6349,"org":6350,"tags":6351,"stars":25,"repoUrl":26,"updatedAt":6361},"brand-guidelines","apply Anthropic brand guidelines","Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6352,6355,6358],{"name":6353,"slug":6354,"type":15},"Branding","branding",{"name":6356,"slug":6357,"type":15},"Design","design",{"name":6359,"slug":6360,"type":15},"Typography","typography","2026-07-13T06:43:06.077629",{"slug":6363,"name":6363,"fn":6364,"description":6365,"org":6366,"tags":6367,"stars":25,"repoUrl":26,"updatedAt":6376},"canvas-design","create visual art and design assets","Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6368,6369,6370,6373],{"name":6319,"slug":6320,"type":15},{"name":6356,"slug":6357,"type":15},{"name":6371,"slug":6372,"type":15},"Images","images",{"name":6374,"slug":6375,"type":15},"PDF","pdf","2026-07-13T06:39:58.803113",{"slug":6378,"name":6378,"fn":6379,"description":6380,"org":6381,"tags":6382,"stars":25,"repoUrl":26,"updatedAt":6399},"ci-cd-containerization-advisor","design CI\u002FCD pipelines for Kotlin applications","Design reproducible build, image, and deployment pipelines for Kotlin plus Spring applications, including CI verification, layered containers, rollout safety, and deployment-time migration coordination. Use when creating or improving Dockerfiles, CI workflows, image hardening, Kubernetes manifests, release gates, or deployment strategies for Spring Boot services, especially where build reproducibility and operational safety matter.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6383,6386,6389,6392,6393,6396],{"name":6384,"slug":6385,"type":15},"CI\u002FCD","ci-cd",{"name":6387,"slug":6388,"type":15},"Containers","containers",{"name":6390,"slug":6391,"type":15},"Deployment","deployment",{"name":20,"slug":21,"type":15},{"name":6394,"slug":6395,"type":15},"Kotlin","kotlin",{"name":6397,"slug":6398,"type":15},"Spring","spring","2026-07-13T06:41:47.83899",{"slug":6401,"name":6401,"fn":6402,"description":6403,"org":6404,"tags":6405,"stars":25,"repoUrl":26,"updatedAt":6416},"cloudflare-deploy","deploy applications to Cloudflare","Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6406,6409,6412,6415],{"name":6407,"slug":6408,"type":15},"Cloudflare","cloudflare",{"name":6410,"slug":6411,"type":15},"Cloudflare Pages","cloudflare-pages",{"name":6413,"slug":6414,"type":15},"Cloudflare Workers","cloudflare-workers",{"name":6390,"slug":6391,"type":15},"2026-07-17T06:04:42.853896",{"slug":6418,"name":6418,"fn":6419,"description":6420,"org":6421,"tags":6422,"stars":25,"repoUrl":26,"updatedAt":6432},"compose-ui-control","interact with Compose Desktop applications","Control a running Compose Desktop application via HTTP. Use when you need to interact with UI elements, click buttons, enter text, wait for elements to appear, or capture screenshots in a Compose Desktop app that has compose-ui-test-server enabled.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6423,6426,6429],{"name":6424,"slug":6425,"type":15},"Automation","automation",{"name":6427,"slug":6428,"type":15},"Desktop","desktop",{"name":6430,"slug":6431,"type":15},"UI Components","ui-components","2026-07-13T06:40:38.798626",128,{"items":6435,"total":6560},[6436,6452,6461,6470,6481,6491,6500,6509,6518,6528,6537,6550],{"slug":6437,"name":6437,"fn":6438,"description":6439,"org":6440,"tags":6441,"stars":6449,"repoUrl":6450,"updatedAt":6451},"mps-aspect-accessories","configure JetBrains MPS module dependencies","Wire MPS module and model dependencies, used languages, used devkits, extended languages, runtime solutions, accessory models, and language\u002Fdependency versions. Use when adding\u002Fremoving module dependencies, importing languages or devkits into a model, declaring runtime solutions, or shipping accessory content visible to consumers without explicit import.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6442,6445,6448],{"name":6443,"slug":6444,"type":15},"Architecture","architecture",{"name":6446,"slug":6447,"type":15},"Configuration","configuration",{"name":20,"slug":21,"type":15},1650,"https:\u002F\u002Fgithub.com\u002FJetBrains\u002FMPS","2026-07-17T06:06:57.311661",{"slug":6453,"name":6453,"fn":6454,"description":6455,"org":6456,"tags":6457,"stars":6449,"repoUrl":6450,"updatedAt":6460},"mps-aspect-actions","define and edit MPS node factories","Use when defining or editing MPS node factories (the \"actions\" aspect) — `NodeFactories` roots, per-concept `NodeFactory` setup functions that initialize a freshly created node and optionally copy data from a replaced `sampleNode`, plus the actions aspect's `CopyPasteHandlers` and `PasteWrappers` roots. Reach for this skill when a substitution, side transform, completion replacement, or `add new initialized(...)` should preserve fields from the node it is replacing, or when defaults set in a constructor are not enough.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6458,6459],{"name":6443,"slug":6444,"type":15},{"name":20,"slug":21,"type":15},"2026-07-17T06:04:48.066901",{"slug":6462,"name":6462,"fn":6463,"description":6464,"org":6465,"tags":6466,"stars":6449,"repoUrl":6450,"updatedAt":6469},"mps-aspect-behavior","define and edit MPS concept behavior","Use when defining or editing MPS `ConceptBehavior` — per-concept methods (non-virtual \u002F virtual \u002F abstract \u002F static \u002F virtual static), constructors, virtual dispatch (MRO), super and interface-default calls (`super\u003CInterface>.method`), overriding methods from `lang.core.behavior` interfaces such as `ScopeProvider.getScope` \u002F `INamedConcept.getName` \u002F `BaseConcept.getPresentation`, calling sibling methods (`LocalBehaviorMethodCall`) and behavior methods from other aspects via `node.method(...)`. Reach for this skill whenever the task involves authoring or modifying `\u003Clang>\u002FlanguageModels\u002Fbehavior.mps`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6467,6468],{"name":6443,"slug":6444,"type":15},{"name":20,"slug":21,"type":15},"2026-07-13T06:45:21.757084",{"slug":6471,"name":6471,"fn":6472,"description":6473,"org":6474,"tags":6475,"stars":6449,"repoUrl":6450,"updatedAt":6480},"mps-aspect-constraints","define JetBrains MPS language constraints","Use when defining or editing MPS language constraints — property validators \u002F setters \u002F getters, referent search scopes (imperative or inherited via `ScopeProvider.getScope`), `referentSetHandler` side effects, default-scope blocks, `canBeChild` \u002F `canBeParent` \u002F `canBeAncestor` \u002F `canBeRoot` placement rules, `defaultConcreteConcept` for abstract concepts, `set \u003Cread-only>` and `{name}` aliasing, and scope helpers (`SimpleRoleScope`, `ListScope`, `CompositeScope`, `HidingByNameScope`). Reach for this skill whenever the task involves authoring or modifying `\u003Clang>\u002FlanguageModels\u002Fconstraints.mps`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6476,6477],{"name":6443,"slug":6444,"type":15},{"name":6478,"slug":6479,"type":15},"Code Analysis","code-analysis","2026-07-23T05:41:33.639365",{"slug":6482,"name":6482,"fn":6483,"description":6484,"org":6485,"tags":6486,"stars":6449,"repoUrl":6450,"updatedAt":6490},"mps-aspect-dataflow","define and debug MPS dataflow builders","Use when defining or debugging MPS dataflow builders for a concept — control\u002Fdata flow declarations that drive reachability analysis and variable-use checking. Covers DataFlowBuilderDeclaration, BuilderBlock, emit instructions (code for, jump, ifjump, label, read, write, ret, mayBeUnreachable), positions (AfterPosition, BeforePosition, LabelPosition), the jetbrains.mps.lang.dataFlow language, the NodeParameter implicit, BL+smodel usage inside builder bodies, and IBuilderMode for advanced analyses such as nullable\u002Fnon-null tracking.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6487],{"name":6488,"slug":6489,"type":15},"Data Analysis","data-analysis","2026-07-13T06:45:19.114674",{"slug":6492,"name":6492,"fn":6493,"description":6494,"org":6495,"tags":6496,"stars":6449,"repoUrl":6450,"updatedAt":6499},"mps-aspect-editor","define MPS editor layouts","Use when creating or changing MPS editor definitions — the overall workflow from scaffolding a `ConceptEditorDeclaration` through componentizing reusable `EditorComponentDeclaration`s, refining cell models and cell layouts, applying style sheets and indent-layout style items, wiring smart references, leveraging inheritance via super-concepts and interfaces, inspecting (`print_node_json`, `show_node_representation`) and validating (`check_root_node_problems`). Covers `jetbrains.mps.lang.editor` cell models (`CellModel_RefNode`\u002F`CellModel_RefNodeList`\u002F`CellModel_RefCell`\u002F`CellModel_Property`\u002F`CellModel_Constant`), layout choices, and JSON blueprints for common editor shapes. For the non-layout side (action maps, keymaps, transformation\u002Fsubstitute menus) use `mps-aspect-editor-menus-and-keymaps`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6497,6498],{"name":6356,"slug":6357,"type":15},{"name":6430,"slug":6431,"type":15},"2026-07-23T05:41:56.638151",{"slug":6501,"name":6501,"fn":6502,"description":6503,"org":6504,"tags":6505,"stars":6449,"repoUrl":6450,"updatedAt":6508},"mps-aspect-editor-menus-and-keymaps","author MPS editor menus and keymaps","Use when authoring the **non-layout** parts of the MPS editor aspect — what happens when the user types, presses a key, triggers completion, pastes, or invokes a context action. Covers action maps (`CellActionMapDeclaration`), cell keymaps (`CellKeyMapDeclaration`), transformation menus (`TransformationMenu_Default` \u002F `_Named` \u002F `_Contribution`), substitute menus (`SubstituteMenu_Default` \u002F `SubstituteMenu` \u002F contributions), side transforms (LEFT\u002FRIGHT), legacy cell menus, paste wrappers and copy-paste handlers (in the actions language), completion styling, reference presentation, two-step deletion, and the editor selection API. Trigger terms: `actionMap`, `keyMap`, `delete_action_id`, `transformationMenu`, `substituteMenu`, `Ctrl+Space`, `Ctrl+Alt+B`, side transform, paste wrapper, completion styling, `PasteWrappers`, `CopyPasteHandlers`. For the **layout** side (cells, layouts, style sheets) use `mps-aspect-editor` instead.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6506,6507],{"name":20,"slug":21,"type":15},{"name":6430,"slug":6431,"type":15},"2026-07-23T05:41:49.666535",{"slug":6510,"name":6510,"fn":6511,"description":6512,"org":6513,"tags":6514,"stars":6449,"repoUrl":6450,"updatedAt":6517},"mps-aspect-generation-plan","modify MPS generation plans","Use when defining or modifying an MPS generation plan — explicit ordering of generators, checkpoints for cross-model reference resolution, forks for parallel branches, IncludePlan composition, conditional PlanContribution activation, ParameterEquals\u002FConceptListSelector fork selectors, and InitModelAttributes for targetFacet routing. Apply when working with @genplan models, the jetbrains.mps.lang.generator.plan language, attaching plans via DevKits or the Custom generation facet, or debugging cross-model mapping label resolution.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6515,6516],{"name":6443,"slug":6444,"type":15},{"name":20,"slug":21,"type":15},"2026-07-13T06:44:59.507855",{"slug":6519,"name":6519,"fn":6520,"description":6521,"org":6522,"tags":6523,"stars":6449,"repoUrl":6450,"updatedAt":6527},"mps-aspect-generator","define JetBrains MPS generator rules","Use when defining or modifying MPS generators — author a generator module, add or edit root\u002Freduction\u002Fweaving\u002Fpattern mapping rules, attach template macros ($COPY_SRC, $LOOP, $IF, $PROPERTY, $REF, $SWITCH, $MAP_SRC, $WEAVE, $INSERT, $LABEL, $TRACE, $VAR), wire mapping labels, build template switches, write pre\u002Fpost mapping scripts, navigate `genContext`, or debug \"rule didn't fire\", missing references, empty output, infinite reduction loops, and generated-Java compile failures.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6524,6525,6526],{"name":6443,"slug":6444,"type":15},{"name":6478,"slug":6479,"type":15},{"name":20,"slug":21,"type":15},"2026-07-17T06:06:58.042999",{"slug":6529,"name":6529,"fn":6530,"description":6531,"org":6532,"tags":6533,"stars":6449,"repoUrl":6450,"updatedAt":6536},"mps-aspect-intentions","define and edit MPS intentions","Use when defining or editing MPS intentions (the Alt+Enter context-action aspect) — adding `IntentionDeclaration` roots, parameterized or surround-with variants, description\u002FisApplicable\u002Fexecute blocks, child-filter functions, factory-initialized AST splicing, or debugging why an intention is not offered. Lives in the language's `intentions` model and uses `jetbrains.mps.lang.intentions`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6534,6535],{"name":6443,"slug":6444,"type":15},{"name":20,"slug":21,"type":15},"2026-07-23T05:41:48.692899",{"slug":6538,"name":6538,"fn":6539,"description":6540,"org":6541,"tags":6542,"stars":6449,"repoUrl":6450,"updatedAt":6549},"mps-aspect-migrations","author and debug MPS migration scripts","Use when authoring or debugging MPS migration scripts that upgrade user models after a language definition changes — covers jetbrains.mps.lang.migration (MigrationScript class-based, PureMigrationScript declarative, MoveConcept\u002FMoveContainmentLink\u002FMoveReferenceLink\u002FMoveProperty, ordering via OrderDependency, data exchange via putData\u002FgetData, RefactoringLog, ConceptMigrationReference) and jetbrains.mps.lang.script Enhancement Scripts (MigrationScript with MigrationScriptPart_Instance, ExtractInterfaceMigration, FactoryMigrationScriptPart, CommentMigrationScriptPart) — when a model needs version-gated upgrade, concept rename or removal, link or property rename, instance-level transformation, or composition of migration steps.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6543,6546],{"name":6544,"slug":6545,"type":15},"Debugging","debugging",{"name":6547,"slug":6548,"type":15},"Migration","migration","2026-07-13T06:45:20.372122",{"slug":6551,"name":6551,"fn":6552,"description":6553,"org":6554,"tags":6555,"stars":6449,"repoUrl":6450,"updatedAt":6559},"mps-aspect-structure-concepts","define concepts in MPS structure aspect","Define concepts, interface concepts, enumerations, and constrained data types in an MPS language's `structure` aspect. Covers smart-reference detection, alias rules, cardinality, INamedConcept usage, bulk creation, and the full `mps_mcp_alter_structure` \u002F `mps_mcp_query_structure` reference. Use when authoring or modifying a language's structure model.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[6556],{"name":6557,"slug":6558,"type":15},"Data Modeling","data-modeling","2026-07-23T05:41:30.705975",188]