@@ -28,43 +28,47 @@ You **MUST** consider the user input before proceeding (if not empty).
2828|------|-------|------|----------|-----------------|
2929| 1-5. Prerequisites & Setup | 86-232 | 146 lines | 🔴 MUST READ | `read_file(target_file, offset=86, limit=146)` |
3030| 6. Execute Implementation | 233-274 | 41 lines | 🔴 MUST READ | `read_file(target_file, offset=233, limit=41)` |
31- | **7. Task Execution Details** ⭐ | 275-464 | 189 lines | 🔴 **KEY** | See subsections below ⬇️ |
32- | 8-10. Checkpoints & Reporting | 465-556 | 91 lines | 🟡 Important | `read_file(target_file, offset=465 , limit=91)` |
33- | 11-13. Validation & Saves | 557-681 | 124 lines | 🟡 Important | `read_file(target_file, offset=557 , limit=124)` |
34- | 14-15. Propagation & Validation | 682-808 | 126 lines | 🟡 Important | `read_file(target_file, offset=682 , limit=126)` |
35- | 16. Final Report | 809-1096 | 287 lines | 🟢 Reference | `read_file(target_file, offset=809 , limit=287 )` |
31+ | **7. Task Execution Details** ⭐ | 275-525 | 251 lines | 🔴 **KEY** | See subsections below ⬇️ |
32+ | 8-10. Checkpoints & Reporting | 526-617 | 91 lines | 🟡 Important | `read_file(target_file, offset=526 , limit=91)` |
33+ | 11-13. Validation & Saves | 618-742 | 124 lines | 🟡 Important | `read_file(target_file, offset=618 , limit=124)` |
34+ | 14-15. Propagation & Validation | 743-869 | 126 lines | 🟡 Important | `read_file(target_file, offset=743 , limit=126)` |
35+ | 16. Final Report | 870-1158 | 288 lines | 🟢 Reference | `read_file(target_file, offset=870 , limit=288 )` |
3636
37- **📋 Section 7: Task Execution Details by Language** (189 lines):
37+ **📋 Section 7: Task Execution Details by Language** (251 lines):
3838
3939| Component | Lines | Size | Usage |
4040|-----------|-------|------|-------|
41- | **Python Implementation** ⭐ | 306-446 | 141 lines | `read_file(target_file, offset=306, limit=141 )` |
41+ | **Python Implementation** ⭐ | 306-508 | 203 lines | `read_file(target_file, offset=306, limit=203 )` |
4242| **TypeScript Implementation** | 315-323 | 8 lines | `read_file(target_file, offset=315, limit=8)` |
4343| **Go Implementation** | 324-332 | 8 lines | `read_file(target_file, offset=324, limit=8)` |
4444| **Rust Implementation** | 333-341 | 8 lines | `read_file(target_file, offset=333, limit=8)` |
4545
46- **Note**: Python section (141 lines) includes overview (8 lines) + detailed `pyproject.toml` structure (97 lines) with `[tool.metaspec]` metadata, CLI commands, slash commands, sd_type calculation, and 3 example scenarios .
46+ **Note**: Python section (203 lines) includes overview (8 lines) + `pyproject.toml` structure (97 lines) + **long command navigation guidance (74 lines)** with template and examples .
4747
4848**🎯 Phase-Specific Reading** (By component type):
4949
5050| Phase | Lines | Size | Usage |
5151|-------|-------|------|-------|
52- | Setup & pyproject.toml | 136-207, 306-446 | 211 lines | `read_file(target_file, offset=136, limit=71)` + `offset=306, limit=141 ` |
52+ | Setup & pyproject.toml | 136-207, 306-508 | 273 lines | `read_file(target_file, offset=136, limit=71)` + `offset=306, limit=203 ` |
5353| Language-Specific Impl | 306-341 | 35 lines | `read_file(target_file, offset=306, limit=35)` |
54- | Checkpoints & Validation | 465-556 | 91 lines | `read_file(target_file, offset=465, limit=91)` |
55- | Progress & Error Handling | 489-556 | 67 lines | `read_file(target_file, offset=489, limit=67)` |
56- | Completion & Reporting | 557-681 | 124 lines | `read_file(target_file, offset=557, limit=124)` |
54+ | Command Navigation | 433-508 | 75 lines | `read_file(target_file, offset=433, limit=75)` |
55+ | Checkpoints & Validation | 526-617 | 91 lines | `read_file(target_file, offset=526, limit=91)` |
56+ | Progress & Error Handling | 550-617 | 67 lines | `read_file(target_file, offset=550, limit=67)` |
57+ | Completion & Reporting | 618-742 | 124 lines | `read_file(target_file, offset=618, limit=124)` |
5758
5859**💡 Typical Usage Patterns**:
5960```python
6061# Quick start: Read Prerequisites only (146 lines)
6162read_file(target_file, offset=86, limit=146)
6263
63- # Python implementation: Read Python guidance + pyproject.toml update (141 lines)
64- read_file(target_file, offset=306, limit=141)
64+ # Python implementation: Read Python guidance + pyproject.toml + navigation (203 lines)
65+ read_file(target_file, offset=306, limit=203)
66+
67+ # Command navigation: Read long command optimization guidance (75 lines)
68+ read_file(target_file, offset=433, limit=75)
6569
6670# Validation phase: Read validation guidance (124 lines)
67- read_file(target_file, offset=557 , limit=124)
71+ read_file(target_file, offset=618 , limit=124)
6872
6973# Specific language: Jump to language section
7074read_file(target_file, offset=315, limit=8) # TypeScript
@@ -73,11 +77,12 @@ read_file(target_file, offset=333, limit=8) # Rust
7377```
7478
7579**Token Savings**:
76- - Full file: 1097 lines (~3800 tokens)
77- - Prerequisites only: 146 lines (~500 tokens) → **87 % savings**
80+ - Full file: 1158 lines (~4050 tokens)
81+ - Prerequisites only: 146 lines (~500 tokens) → **88 % savings**
7882- Language-specific: 8 lines (~30 tokens) → **99% savings** 🏆
79- - Python + pyproject.toml: 141 lines (~490 tokens) → **87% savings**
80- - Phase-specific: 67-211 lines (~230-730 tokens) → **81-94% savings**
83+ - Python + metadata + navigation: 203 lines (~710 tokens) → **82% savings**
84+ - Command navigation only: 75 lines (~260 tokens) → **94% savings**
85+ - Phase-specific: 67-273 lines (~230-950 tokens) → **77-94% savings**
8186
8287---
8388
@@ -430,7 +435,82 @@ grep -A 30 "^## Implementation" specs/toolkit/001-*/spec.md
430435 - Understand AI command system type (what workflow pattern?)
431436 - Search/filter speckits by capabilities
432437
433- 3. **Verify task**:
438+ 3. **Optimize Long Slash Commands** ⭐ NEW
439+
440+ **When**: Slash command files in `.metaspec/commands/` or `templates/*/commands/` exceed 500 lines
441+
442+ **Why**: Save 70-90% token consumption when AI reads commands
443+
444+ **How**: Add precision-guided navigation at file start (after frontmatter)
445+
446+ **Navigation Template**:
447+
448+ ```markdown
449+ ---
450+ name: command-name
451+ description: Command description
452+ ---
453+
454+ # /command-name
455+
456+ 📖 **Navigation Guide** (Token Optimization)
457+
458+ **File Size**: {line_count} lines (~{token_estimate} tokens)
459+ **Recommended**: Read specific sections to save 70-90% tokens
460+
461+ | Section | Lines | Size | Usage |
462+ |---------|-------|------|-------|
463+ | 1. Purpose & Usage | 1-100 | 100 lines | `read_file(target, offset=1, limit=100)` |
464+ | 2. Input Analysis | 101-250 | 150 lines | `read_file(target, offset=101, limit=150)` |
465+ | 3. Processing Rules | 251-500 | 250 lines | `read_file(target, offset=251, limit=250)` |
466+ | 4. Output Format | 501-750 | 250 lines | `read_file(target, offset=501, limit=250)` |
467+ | 5. Examples | 751-{end} | {size} lines | `read_file(target, offset=751, limit={size})` |
468+
469+ **💡 Typical Usage**:
470+ ```python
471+ # Quick reference: Read purpose only (100 lines)
472+ read_file(target, offset=1, limit=100)
473+
474+ # Specific section: Read processing rules (250 lines)
475+ read_file(target, offset=251, limit=250)
476+
477+ # Full understanding: Read all sections sequentially
478+ ```
479+
480+ **Token Savings**:
481+ - Full file: {line_count} lines (~{token_estimate} tokens)
482+ - Single section: 100-250 lines (~350-850 tokens) → **70-90% savings** 🏆
483+
484+ ---
485+
486+ [Actual command content starts here...]
487+ ```
488+
489+ **Guidelines**:
490+ - **Threshold**: Add navigation for commands >500 lines
491+ - **Sections**: 4-6 logical sections, each 100-300 lines
492+ - **Line Numbers**: Calculate actual boundaries (use `wc -l`)
493+ - **Token Estimate**: ~3.5 tokens per line average
494+ - **Savings**: Emphasize 70-90% for section reads
495+
496+ **Section Design**:
497+ - Section 1: Purpose, usage, quick reference
498+ - Section 2-N: Major logical blocks (input, rules, output, etc.)
499+ - Last section: Examples and edge cases
500+
501+ **Example Calculation**:
502+ ```bash
503+ # For 847-line command
504+ Section 1: Purpose & Usage (1-100, 100 lines)
505+ Section 2: Input Analysis (101-250, 150 lines)
506+ Section 3: Processing Rules (251-500, 250 lines)
507+ Section 4: Output Format (501-700, 200 lines)
508+ Section 5: Examples (701-847, 147 lines)
509+
510+ Token savings: 847 lines → 150 lines = 82% savings
511+ ```
512+
513+ 4. **Verify task**:
434514 - **SETUP**: Files created, configs valid, dependencies installable
435515 - **MODELS**: Models instantiable, match specification entities
436516 - **PARSER**: Can parse valid/invalid specs, error handling works
@@ -439,11 +519,11 @@ grep -A 30 "^## Implementation" specs/toolkit/001-*/spec.md
439519 - **TESTS**: Tests pass, coverage adequate
440520 - **DOCS**: Documentation complete, examples work
441521
442- 4 . **Mark complete**:
522+ 5 . **Mark complete**:
443523 - Update tasks.md: `- [ ] T001` → `- [x] T001`
444524 - Report: "✅ T001 complete: Created directory structure"
445525
446- 5 . **Handle errors**:
526+ 6 . **Handle errors**:
447527 - If task fails: Report error, suggest fix
448528 - If sequential task fails: Halt phase
449529 - If parallel task fails: Continue others, report at end
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