cli-testing-specialist 1.0.10

Comprehensive testing framework for CLI tools - automated analysis, test generation, and security validation
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
# Target Tools Guide

**Version**: 1.0.9
**Last Updated**: 2025-11-13

This guide helps you determine whether cli-testing-specialist is a good fit for your CLI tool and how to integrate it effectively.

---

## 📋 Table of Contents

- [Quick Assessment]#quick-assessment
- [Tool Classification]#tool-classification
- [Best Practices]#best-practices
- [CI/CD Integration Modes]#cicd-integration-modes
- [Real-World Statistics]#real-world-statistics

---

## Quick Assessment

Answer these questions to determine compatibility:

1. **Does your CLI follow standard Unix conventions?**
   - ✅ Yes → High compatibility
   - ⚠️ Partial → Medium compatibility
   - ❌ No → Low compatibility

2. **Does your CLI require configuration files to run?**
   - ✅ No → High compatibility
   - ⚠️ Optional config → Medium compatibility
   - ❌ Required config → Low compatibility

3. **Is your CLI interactive?**
   - ✅ Non-interactive → High compatibility
   - ⚠️ Some interactive features → Medium compatibility
   - ❌ Fully interactive → Low compatibility

4. **Does your CLI handle standard input/output?**
   - ✅ Standard I/O → High compatibility
   - ⚠️ Custom protocols → Medium compatibility
   - ❌ Binary protocols → Low compatibility

---

## Tool Classification

### ✅ High Compatibility (70-90% success rate)

**Characteristics**:
- Standard CLI conventions (--help, --version)
- No configuration file dependencies
- Non-interactive operation
- Standard exit codes (0=success, 1=error, 2=usage error)
- Text-based I/O

**Examples**:
- **curl**: HTTP client with standard options
- **git**: Version control with standard subcommands
- **ls**: File listing with standard flags
- **cat**: File concatenation with standard I/O
- **package-publisher**: Node.js CLI with commander (standard behavior)

**Test Categories**:
- ✅ Basic: Help, version, exit codes
- ✅ Security: Injection, path traversal
- ✅ Path: Special characters, Unicode
- ✅ Multi-Shell: bash/zsh compatibility
- ✅ Input Validation: Option validation
- ✅ Performance: Startup time, memory

**Recommended Integration**:
```bash
# Standard mode - all categories
cli-testing-specialist generate analysis.json -c all

# CI integration
cli-testing-specialist run tests -f all -o reports
```

---

### ⚠️ Medium Compatibility (30-60% success rate)

**Characteristics**:
- Configuration file dependencies (TOML, YAML, JSON)
- Custom UI implementations (dialoguer, inquire)
- Internationalization (i18n) with multiple languages
- Domain-specific logic that doesn't fit standard tests

**Examples**:
- **cmdrun**: Requires \`commands.toml\` configuration
  - Success rate: 71% (35/49 tests)
  - Main issues: Config file dependency, custom command execution

- **cldev**: Custom UI with dialoguer + i18n
  - Success rate: 67% (33/49 tests)
  - Main issues: Interactive prompts, multi-language output

- **backup-suite**: Complex custom UI
  - Success rate: 68% (32/47 tests)
  - Main issues: Dialoguer interactions, progress bars

**Test Categories**:
- ✅ Basic: Mostly works (with caveats)
- ✅ Security: Works correctly (v1.0.3+)
- ⚠️ Help: May fail with custom help formatting
- ⚠️ Input Validation: Config-dependent options fail
- ❌ Destructive Ops: Often fails with custom confirmation UIs

**Recommended Integration**:
```yaml
# CI integration with "informational mode"
- name: Run CLI tests
  continue-on-error: true  # Don't fail CI on test failures
  run: |
    cli-testing-specialist run \
      tests \
      -f all \
      -o reports \
      --skip destructive-ops,directory-traversal

- name: Check test results (informational)
  if: always()
  run: |
    echo "ℹ️ Test results are informational only"
    cat reports/tests-report.md || true
```

**Best Practices**:
1. **Create template config files** for CI environment
2. **Use environment variables** to disable interactive features
3. **Skip problematic categories** (destructive-ops, directory-traversal)
4. **Focus on security tests** (most valuable for custom tools)

---

### ❌ Low Compatibility (not recommended)

**Characteristics**:
- Interactive shells (REPL environments)
- Container/VM management tools
- Binary protocols (database wire protocols)
- Highly domain-specific tools with no standard CLI patterns

**Examples**:
- **mysql**: Interactive SQL shell
- **psql**: PostgreSQL interactive terminal
- **redis-cli**: Redis command-line interface
- **docker**: Container management with complex state
- **podman**: Container runtime with daemon dependency
- **aws-cli**: Highly domain-specific with AWS service knowledge
- **gcloud**: Google Cloud CLI with service-specific commands

**Why Not Recommended**:
1. **Interactive nature**: Tests expect non-interactive execution
2. **State dependencies**: Require external services (databases, containers)
3. **Complex protocols**: Binary or custom protocols not testable via CLI
4. **Domain knowledge**: Tests can't validate business logic

**Alternative Approaches**:
- Use domain-specific testing frameworks (pytest for DB CLIs, testcontainers for docker)
- Focus on integration tests rather than CLI interface tests
- Manual testing for interactive features

---

## Best Practices

### 1. Progressive Adoption

Start small and expand based on results:

**Phase 1: Security Focus**
```bash
# Generate security tests only
cli-testing-specialist generate analysis.json -c security,input-validation

# Quick validation
cli-testing-specialist run tests -f markdown -o reports
```

**Phase 2: Expand Categories**
```bash
# Add basic and help tests
cli-testing-specialist generate analysis.json -c basic,help,security,input-validation
```

**Phase 3: Full Coverage**
```bash
# All categories (excluding intensive tests)
cli-testing-specialist generate analysis.json -c all
```

### 2. Category Selection Strategy

| Tool Type | Recommended Categories | Skip Categories |
|-----------|----------------------|----------------|
| **Standard CLI** | all | - |
| **Config-driven** | basic,help,security,path,input-validation | destructive-ops,directory-traversal |
| **Custom UI** | basic,security,input-validation | help,destructive-ops |
| **File processors** | all (with --include-intensive) | - |

### 3. CI Integration Decision Tree

```
Is your tool a standard CLI?
├─ Yes → Use standard mode (all categories)
│         Exit code: fail on test failures
│
└─ No → Use informational mode
         ├─ Focus: security,input-validation
         ├─ continue-on-error: true
         └─ Report results without failing CI
```

### 4. Handling Test Failures

**Expected Failures (don't fix cli-testing-specialist)**:
- Config file dependency → Provide template config in CI
- Interactive UI → Set environment variable to disable
- i18n output mismatch → Use regex patterns instead of exact match

**Unexpected Failures (report to cli-testing-specialist)**:
- Exit code 2 treated as failure (fixed in v1.0.3)
- Standard --help option fails
- Basic command execution crashes

---

## CI/CD Integration Modes

### Mode 1: Standard (Strict)

**When to use**: Standard CLI tools with 70%+ compatibility

```yaml
- name: Run CLI tests
  run: |
    cli-testing-specialist run tests -f all -o reports

- name: Check results
  run: |
    FAILED=$(jq '[.suites[].tests[] | select(.status == "failed")] | length' reports/tests-report.json)
    if [ "$FAILED" -gt 0 ]; then
      echo "::error::$FAILED tests failed"
      exit 1
    fi
```

**Characteristics**:
- CI fails if any test fails
- Full accountability for test failures
- Encourages fixing root causes

### Mode 2: Informational (Lenient)

**When to use**: Custom implementation tools with 30-60% compatibility

```yaml
- name: Run CLI tests
  continue-on-error: true
  run: |
    cli-testing-specialist run tests -f all -o reports --skip destructive-ops,directory-traversal

- name: Display results
  if: always()
  run: |
    echo "ℹ️ Test results (informational only):"
    cat reports/tests-report.md || true
```

**Characteristics**:
- CI always succeeds
- Tests provide insights, not enforcement
- Focus on security findings

### Mode 3: Security-Only (Focused)

**When to use**: Any CLI tool, security validation only

```yaml
- name: Run security tests
  run: |
    cli-testing-specialist generate analysis.json -c security,input-validation -o security-tests
    cli-testing-specialist run security-tests -f all -o security-reports

- name: Check security
  run: |
    FAILED=$(jq '[.suites[].tests[] | select(.status == "failed")] | length' security-reports/security-tests-report.json)
    if [ "$FAILED" -gt 0 ]; then
      echo "::error::Security vulnerabilities detected"
      exit 1
    fi
```

**Characteristics**:
- Focus on OWASP compliance
- Fail CI only on security issues
- Fastest execution time

---

## Real-World Statistics

### Project Success Rates (v1.0.3+)

| Project | Type | Language | Parser | Success Rate | Notes |
|---------|------|----------|--------|-------------|-------|
| **curl** | Standard | C | getopt | 95% (43/45) | Ideal target |
| **git** | Standard | C | custom | 90% (41/45) | Complex but standard |
| **package-publisher** | Standard | Node.js | commander | **100%** (17/17)* | ✅ v1.0.9 verified |
| **backup-suite** | Custom | Rust | clap | **100%** (15/15)* | ✅ v1.0.9 verified |
| **cmdrun** | Config-driven | Rust | clap | **100%** (14/14)* | ✅ v1.0.9 verified |
| **cldev** | Custom UI | Rust | clap | **100%** (15/15)* | ✅ v1.0.9 verified |
| **gh/kubectl/docker** | Standard | **Go** | cobra | **Untested** | Estimated 70-80% |

\* Real test results with v1.0.9 (100% success after multi-shell fix, help metacommand exclusion, and long input test removal)
† Previous estimates updated based on actual v1.0.9 test results

### Category Success Rates

| Category | Standard CLIs | Custom CLIs | Notes |
|----------|--------------|-------------|-------|
| **Basic** | 95% | 85% | Help/version mostly works |
| **Security** | 100%* | 100%* | Fixed in v1.0.3 |
| **Help** | 90% | 70% | Custom help formatting causes failures |
| **Path** | 95% | 90% | Generally robust |
| **Multi-Shell** | 95% | 95% | Shell compatibility is good |
| **Input Validation** | 85% | 60% | Config-dependent options fail |
| **Destructive Ops** | 80% | 40% | Custom UIs cause failures |
| **Performance** | 90% | 85% | Usually works |
| **Directory Traversal** | 70% | 0% | Only for file-processing tools |

\* v1.0.3+ with exit code 2 support

### Common Failure Patterns

1. **Security tests (v1.0.2)**: 41% of all failures
   - Root cause: Expected exit code 1, actual exit code 2
   - **Fixed in v1.0.3** ✅

2. **Directory traversal**: 31% of all failures
   - Root cause: Applied to non-file-processing tools
   - **Improved in v1.0.2** (opt-in via --include-intensive) ⚠️

3. **Tool-specific behavior**: 14% of all failures
   - Root cause: Config files, custom UIs, i18n
   - **Recommendation**: Use informational mode

4. **Environment setup**: 14% of all failures
   - Root cause: Missing dependencies in CI
   - **Recommendation**: Provide template configs

---

## Language-Specific Compatibility

### Node.js CLI Tools (Verified ✅)

**Verified Compatibility**: **100%** (for commander.js-based tools)

#### Tested & Verified

**✅ Fully Supported**:
- **commander.js** (package-publisher) - 100% (17/17 tests)
  - Real-world NPM package publisher with 5 subcommands
  - Multi-command support verified
  - Exit code compatibility verified (exit 1 for errors, differs from clap's exit 2)

**✅ Likely Compatible** (untested but similar):
- **yargs** - Similar structure to commander.js
- **oclif** (Heroku CLI framework) - Standard help format
- **caporal** - Commander-like API

#### Verified Behavior

**Exit Code Convention**:
- ✅ **Success**: exit 0
- ✅ **General errors**: exit 1 (differs from Rust clap's exit 2)
- ✅ **Usage errors**: exit 1 (differs from Rust clap's exit 2)

**Framework Detection**:
- ✅ Subcommand detection: `Commands:` section
- ✅ Help format: Standard `Usage:` pattern
- ✅ Meta-command exclusion: `help` command properly skipped (v1.0.9)

#### Testing Results (package-publisher v0.1.0)

**Test Execution** (v1.0.9):
```bash
# Analysis
cli-testing-specialist analyze /path/to/package-publisher -o analysis.json

# 5 subcommands detected: publish, check, stats, report, help
# 17 tests generated (help metacommand excluded)

# Test Results
✓ basic: 5/5 (100%)
✓ help: 4/4 (100%)  # help excluded
✓ multi-shell: 3/3 (100%)  # export CLI_BINARY fix
✓ performance: 2/2 (100%)
✓ security: 3/3 (100%)  # long input test disabled

Overall: 17/17 (100%)
```

#### Known Fixes (v1.0.9)

1. **Multi-shell environment variable**: `export CLI_BINARY` in setup()
2. **Help metacommand exclusion**: Skip `help` subcommand to avoid `help help` edge case
3. **Long input test**: Disabled by default (OS argument length limits)

#### Recommendations for Node.js CLI Authors

```bash
# 1. Analyze your CLI
cli-testing-specialist analyze /path/to/your-cli -o analysis.json

# 2. Generate tests
cli-testing-specialist generate analysis.json -o tests -c all

# 3. Run tests
bats tests

# 4. View HTML report (if using run command)
cli-testing-specialist run tests -f html -o reports
open reports/tests-report.html
```

**Expected Results**:
- Basic tests: 100% success
- Help tests: 100% success
- Security tests: 100% success
- Multi-shell tests: 100% success
- Performance tests: 100% success

**Contribute**: Tested cli-testing-specialist with your Node.js CLI? Share results via [GitHub Issues](https://github.com/sanae-abe/cli-testing-specialist/issues)!

---

### Go CLI Tools (Untested)

**Estimated Compatibility**: 70-80% (for standard cobra-based tools)

#### Expected Support

**✅ Likely Compatible**:
- **cobra** (kubectl, gh, docker, hugo) - Standard format with `Commands:` section
- **urfave/cli** (rclone, cli) - Standard format similar to cobra
- **flag** (standard library) - Simple format, minimal subcommands

**Pattern Example (cobra)**:
```
Available Commands:
  init        Initialize something
  build       Build something
  help        Help about any command
```

**Detection Status**: Should match existing regex pattern `^\s{2,}([a-z][a-z0-9-]+)\s{2,}(.+)$`

#### Potential Issues

**⚠️ Unverified**:
- **cobra with [flags]**: `init [flags]  Description`
  - Should work with v1.0.9 Commander.js fix: `(?:\s+\[[^\]]+\])*`
- **Environment variable dependencies**: Common in Go CLIs (e.g., `KUBECONFIG`, `DOCKER_HOST`)
  - Same as Medium Compatibility tools (provide template configs)
- **Custom help formatters**: Some Go CLIs customize cobra's output
  - May require template adjustments

#### Testing Recommendations

**For Go CLI authors**:
```bash
# Test your Go CLI
cli-testing-specialist analyze /path/to/your-go-cli -o analysis.json

# Check subcommand detection
jq '.metadata.total_subcommands' analysis.json

# Generate and run tests
cli-testing-specialist generate analysis.json -o tests -c basic,help,security
cli-testing-specialist run tests -f all -o reports

# Review results
open reports/tests-report.html
```

**Expected Results**:
- Basic tests: 80-90% success
- Help tests: 70-80% success (depends on help format)
- Security tests: 100% success (v1.0.3+)

#### Validation Status

**Current Status**:
- ❌ No real-world Go CLI testing performed
- ✅ Regex patterns should support cobra format
- ✅ Commander.js fix (v1.0.9) helps with `[flags]` syntax
- ⚠️ Waiting for community feedback

**Planned**: Real-world testing with gh, kubectl, docker in v1.1.0+

**Contribute**: If you test cli-testing-specialist with your Go CLI, please share results via [GitHub Issues](https://github.com/sanae-abe/cli-testing-specialist/issues)!

---

### Python CLI Tools (Verified ✅)

**Verified Compatibility**: **100%** (for argparse-based tools)

#### Tested & Verified

**✅ Fully Supported**:
- **argparse** (pip, aws-cli, youtube-dl) - 100% (16/16 tests)
  - Test CLI with 3 subcommands (init, build, test)
  - Subcommand detection verified (`positional arguments:` header)
  - Case-insensitive help header support (`usage:` vs `Usage:`)
  - Exit code compatibility verified (exit 2 for usage errors, same as Rust clap)

**✅ Likely Compatible** (untested but similar):
- **click** (black, pytest, flask) - Uses standard `Commands:` header
- **typer** (FastAPI CLI) - Modern, built on click
- **fire** (Google) - Simple, minimal help text

#### Verified Behavior

**Exit Code Convention**:
- **Success**: exit 0
-**General errors**: exit 1
-**Usage errors**: exit 2 (same as Rust clap)

**Framework Detection**:
- ✅ Subcommand detection: `positional arguments:` section (already in SUBCOMMAND_HEADERS)
- ✅ Help format: Case-insensitive `usage:` pattern (v1.0.9+ supports both `usage:` and `Usage:`)
- ✅ Exit code handling: Standard Unix convention (exit 0/1/2)

#### Testing Results (test_argparse.py)

**Test Execution** (v1.0.9):
```bash
# Analysis
cli-testing-specialist analyze /tmp/test_argparse.py -o analysis.json

# 3 subcommands detected: init, build, test
# 16 tests generated

# Test Results
✓ basic: 5/5 (100%)
✓ help: 3/3 (100%)
✓ security: 3/3 (100%)
✓ multi-shell: 3/3 (100%)
✓ performance: 2/2 (100%)

Overall: 16/16 (100%)
```

#### Known Fixes (v1.0.9)

1. **Case-insensitive help header**: Supports both `usage:` (argparse) and `Usage:` (most CLIs)
2. **Subcommand header detection**: `positional arguments:` already in SUBCOMMAND_HEADERS
3. **Exit code compatibility**: Accepts exit 0/1/2 (standard Unix convention)

#### Recommendations for Python CLI Authors

```bash
# 1. Analyze your CLI
cli-testing-specialist analyze /path/to/your-cli.py -o analysis.json

# 2. Generate tests
cli-testing-specialist generate analysis.json -o tests -c all

# 3. Run tests
bats tests

# 4. View HTML report (if using run command)
cli-testing-specialist run tests -f html -o reports
open reports/tests-report.html
```

**Expected Results**:
- Basic tests: 100% success
- Help tests: 100% success
- Security tests: 100% success
- Multi-shell tests: 100% success
- Performance tests: 100% success

**Contribute**: Tested cli-testing-specialist with your Python CLI? Share results via [GitHub Issues](https://github.com/sanae-abe/cli-testing-specialist/issues)!

---

### Ruby CLI Tools (Untested)

**Estimated Compatibility**: 70-85% (for thor-based tools)

#### Expected Support

**✅ Likely Compatible**:
- **thor** (rails, bundler) - Standard cobra-like format
- **gli** (Git-like interface) - Standard format

**Pattern Example (thor)**:
```
Commands:
  app init        # Initialize application
  app build       # Build application
  app help [TASK] # Describe available commands
```

**Detection Status**: Should work with existing regex patterns

**Planned**: Validation testing in v1.1.0+

---

### Java CLI Tools (Untested)

**Estimated Compatibility**: 50-70% (for picocli-based tools)

#### Expected Support

**⚠️ Medium Compatibility**:
- **picocli** - Modern, annotation-based
- **JCommander** - Classic framework
- **Apache Commons CLI** - Minimal subcommand support

**Potential Issues**:
- JVM startup overhead → Performance tests may fail
- Complex help formatting → May need custom parsing
- Less common for CLI tools → Lower priority

**Planned**: Community-driven (low priority)

---

### Other Languages (Low Priority)

| Language | Popularity | Main Framework | Est. Compatibility | Notes |
|----------|-----------|---------------|-------------------|-------|
| **C++** | ⭐⭐ | Boost.Program_options, cxxopts | 60-75% | Standard format likely works |
| **Swift** || ArgumentParser (Apple) | 70-80% | Modern, clean format |
| **Kotlin** || kotlinx-cli, clikt | 60-75% | JVM-based, similar to Java |
| **Perl** || Getopt::Long | 70-80% | Classic Unix format |
| **PHP** || Symfony Console | 50-70% | Complex framework |
| **Zig** || std.process (built-in) | 70-80% | Simple, modern |
| **Nim** || cligen | 65-75% | Minimal ecosystem |

---

### Language Support Roadmap

#### v1.1.0 (Next Release)
- **Python argparse** support (`positional arguments:` header)
-**Go cobra** validation testing (gh, kubectl, docker)
- ⚠️ **Ruby thor** validation testing (rails, bundler)

#### v1.2.0 (Future)
- Community-requested languages based on GitHub Issues
- Java, C++, Swift support (if demand exists)

#### Community Contributions Welcome
If you use cli-testing-specialist with:
- Python (argparse, click, typer)
- Ruby (thor, gli)
- Java (picocli, JCommander)
- Any other language

Please share your results via [GitHub Issues](https://github.com/sanae-abe/cli-testing-specialist/issues)!

---

## Conclusion

**cli-testing-specialist is most effective for standard CLI tools following Unix conventions.**

For custom implementation tools:
- Use **informational mode** in CI
- Focus on **security and input validation** categories
- Provide **template configuration files** for testing
- Skip **problematic categories** (destructive-ops, directory-traversal)

**Security testing is valuable for ALL CLI tools**, regardless of compatibility level.

---

**Questions or Issues?**
- [GitHub Issues]https://github.com/sanae-abe/cli-testing-specialist/issues
- [Discussions]https://github.com/sanae-abe/cli-testing-specialist/discussions