chore: initialize repository with SpecKit, Graphify and Ponytail tooling

This commit is contained in:
Andre Ferraro
2026-08-19 22:31:03 -03:00
commit d371b81aa4
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{
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"id": "agents_skills_graphify_references_exports_graphify_reference_extra_exports_and_benchmark",
"label": "graphify reference: extra exports and benchmark",
"degree": 8
},
{
"id": "agents_skills_ponytail_skill_ponytail",
"label": "Ponytail",
"degree": 8
},
{
"id": "agents_skills_speckit_converge_skill_execution_steps",
"label": "Execution Steps",
"degree": 7
},
{
"id": "agents_skills_ponytail_help_skill_ponytail_help",
"label": "Ponytail Help",
"degree": 7
},
{
"id": "agents_skills_speckit_analyze_skill_4_detection_passes_token_efficient_analysis",
"label": "4. Detection Passes (Token-Efficient Analysis)",
"degree": 7
},
{
"id": "agents_skills_speckit_analyze_skill_execution_steps",
"label": "Execution Steps",
"degree": 7
},
{
"id": "specify_memory_constitution_core_principles",
"label": "Core Principles",
"degree": 6
}
],
"surprises": [],
"questions": [
{
"type": "bridge_node",
"question": "Why does `Execution Steps` connect `Analysis Detection` to `Specification Analysis`?",
"why": "High betweenness centrality (0.004) - this node is a cross-community bridge."
},
{
"type": "isolated_nodes",
"question": "What connects `Format: `[ID] [P?] [Story] Description``, `Implementation for User Story 1`, `Implementation for User Story 2` to the rest of the system?",
"why": "212 weakly-connected nodes found - possible documentation gaps or missing edges."
},
{
"type": "low_cohesion",
"question": "Should `Task Planning` be split into smaller, more focused modules?",
"why": "Cohesion score 0.07407407407407407 - nodes in this community are weakly interconnected."
},
{
"type": "low_cohesion",
"question": "Should `Convergence Workflow` be split into smaller, more focused modules?",
"why": "Cohesion score 0.125 - nodes in this community are weakly interconnected."
},
{
"type": "low_cohesion",
"question": "Should `Graphify Commands` be split into smaller, more focused modules?",
"why": "Cohesion score 0.08 - nodes in this community are weakly interconnected."
}
]
}
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{"0": "Task Planning", "1": "Convergence Workflow", "2": "SpecKit Utilities", "3": "Graphify Commands", "4": "Specification Analysis", "5": "Analysis Detection", "6": "Feature Specification Template", "7": "Graphify Rules", "8": "Implementation Planning", "9": "Feature Specification", "10": "Task Generation", "11": "Project Constitution", "12": "Constitution Template", "13": "Graphify Exports", "14": "Ponytail Configuration", "15": "Implementation Planning Template", "16": "Ponytail Help", "17": "Checklist Generation", "18": "Clarification Workflow", "19": "Implementation Workflow", "20": "Graph Query", "21": "Constitution Workflow", "22": "Feature Branch Creation", "23": "Ponytail Audit", "24": "Ponytail Metrics", "25": "Ponytail Review", "26": "Task Issue Conversion", "27": "Checklist Template", "28": "Graphify Watch Mode", "29": "Graphify Hooks", "30": "Graphify Updates", "31": "Ponytail Debt", "32": "Repository Merge", "33": "Media Transcription", "34": "Extraction Specification", "35": "Prerequisite Checks", "36": "Template Resolution", "37": "Plan Setup", "38": "Task Setup", "39": "Graphify Workflows"}
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{"0": "36bdb6f09c457f7c", "1": "8c5bf6244cf710c6", "2": "efbcc9c62a3ee78b", "3": "8599153989b07faa", "4": "38e871314ace14da", "5": "8261391869fcaafd", "6": "80f79e9e2011a3e3", "7": "4654167fd211d027", "8": "50acfa00fe353440", "9": "c6d2f770737823f1", "10": "44f2ca451aea24be", "11": "feaac5ab67a8c17a", "12": "b71bd92e5edbf2e0", "13": "219d65ba6d2689e4", "14": "8e30bb8112fd02d1", "15": "03906ab80b99db85", "16": "5d51c60ba1bc2be0", "17": "a1da914f522dcd21", "18": "fbad840891b90569", "19": "0686ff2d6fe29fb3", "20": "060baa9e1924b465", "21": "a5c8f2c3080b8243", "22": "0d76852f1d29eeb1", "23": "6ff68619f2d72924", "24": "3da11675eee7ec46", "25": "a6696589e9556f97", "26": "6c752999e8a4d4b6", "27": "2d4e13ea2111d750", "28": "4b60cb0ee1ac186a", "29": "f56fbca9bb8235ec", "30": "c7beed940704509f", "31": "38be2d254fb31ae8", "32": "ee5596fcf7e7c0b3", "33": "e4d4e0a440bc599f", "34": "c897e49c001acdae", "35": "3aad272a2cf5d495", "36": "0a197439d306b956", "37": "f43acf5c8b1329af", "38": "6775efafc9b33338", "39": "8176a164778526f9"}
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.
@@ -0,0 +1,42 @@
{
"0": "Tasks: [FEATURE NAME]",
"1": "Execution Steps",
"2": "common.ps1",
"3": "What You Must Do When Invoked",
"4": "speckit-analyze/SKILL.md",
"5": "4. Detection Passes (Token-Efficient Analysis)",
"6": "Feature Specification: [FEATURE NAME]",
"7": "rules/graphify.md",
"8": "speckit-plan/SKILL.md",
"9": "speckit-specify/SKILL.md",
"10": "speckit-tasks/SKILL.md",
"11": "Core Principles",
"12": "Core Principles",
"13": "graphify reference: extra exports and benchmark",
"14": "Ponytail",
"15": "Implementation Plan: [FEATURE]",
"16": "Ponytail Help",
"17": "speckit-checklist/SKILL.md",
"18": "speckit-clarify/SKILL.md",
"19": "speckit-implement/SKILL.md",
"20": "graphify reference: query, path, explain",
"21": "speckit-constitution/SKILL.md",
"22": "create-new-feature.ps1",
"23": "ponytail-audit/SKILL.md",
"24": "Ponytail Gain",
"25": "ponytail-review/SKILL.md",
"26": "speckit-taskstoissues/SKILL.md",
"27": "[CHECKLIST TYPE] Checklist: [FEATURE NAME]",
"28": "graphify reference: add a URL and watch a folder",
"29": "graphify reference: commit hook and native CLAUDE.md integration",
"30": "graphify reference: incremental update and cluster-only",
"31": "ponytail-debt/SKILL.md",
"32": "graphify reference: GitHub clone and cross-repo merge",
"33": "graphify reference: transcribe video and audio",
"34": "extraction-spec.md",
"35": "check-prerequisites.ps1",
"36": "resolve-template.ps1",
"37": "setup-plan.ps1",
"38": "setup-tasks.ps1",
"39": "workflows/graphify.md"
}
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# Graph Report - TextNLPClassifierApp (2026-08-19)
## Corpus Check
- 45 files · ~42,078 words
- Verdict: corpus is large enough that graph structure adds value.
## Summary
- 310 nodes · 284 edges · 40 communities (34 shown, 6 thin omitted)
- Extraction: 100% EXTRACTED · 0% INFERRED · 0% AMBIGUOUS
- Token cost: 0 input · 0 output
## Community Hubs (Navigation)
- Tasks: [FEATURE NAME]
- Execution Steps
- common.ps1
- What You Must Do When Invoked
- speckit-analyze/SKILL.md
- 4. Detection Passes (Token-Efficient Analysis)
- Feature Specification: [FEATURE NAME]
- rules/graphify.md
- speckit-plan/SKILL.md
- speckit-specify/SKILL.md
- speckit-tasks/SKILL.md
- Core Principles
- Core Principles
- graphify reference: extra exports and benchmark
- Ponytail
- Implementation Plan: [FEATURE]
- Ponytail Help
- speckit-checklist/SKILL.md
- speckit-clarify/SKILL.md
- speckit-implement/SKILL.md
- graphify reference: query, path, explain
- speckit-constitution/SKILL.md
- create-new-feature.ps1
- ponytail-audit/SKILL.md
- Ponytail Gain
- ponytail-review/SKILL.md
- speckit-taskstoissues/SKILL.md
- [CHECKLIST TYPE] Checklist: [FEATURE NAME]
- graphify reference: add a URL and watch a folder
- graphify reference: commit hook and native CLAUDE.md integration
- graphify reference: incremental update and cluster-only
- ponytail-debt/SKILL.md
- graphify reference: GitHub clone and cross-repo merge
- graphify reference: transcribe video and audio
- extraction-spec.md
- workflows/graphify.md
## God Nodes (most connected - your core abstractions)
1. `Tasks: [FEATURE NAME]` - 13 edges
2. `What You Must Do When Invoked` - 12 edges
3. `/graphify` - 10 edges
4. `graphify reference: extra exports and benchmark` - 8 edges
5. `Ponytail` - 8 edges
6. `Ponytail Help` - 7 edges
7. `Execution Steps` - 7 edges
8. `4. Detection Passes (Token-Efficient Analysis)` - 7 edges
9. `Execution Steps` - 7 edges
10. `Core Principles` - 6 edges
## Surprising Connections (you probably didn't know these)
- None detected - all connections are within the same source files.
## Import Cycles
- None detected.
## Communities (40 total, 6 thin omitted)
### Community 0 - "Tasks: [FEATURE NAME]"
Cohesion: 0.07
Nodes (26): Dependencies & Execution Order, Format: `[ID] [P?] [Story] Description`, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Incremental Delivery, MVP First (User Story 1 Only) (+18 more)
### Community 1 - "Execution Steps"
Cohesion: 0.12
Nodes (15): 1. Initialize Convergence Context, 2. Load Artifacts (Progressive Disclosure), 3. Build the Intent Inventory, 4. Assess the Codebase and Classify Findings, 5. Assign Severity, 6. Present the In-Session Findings Summary, 7. Append Convergence Tasks (or report converged), 8. Provide Next Actions (Handoff) (+7 more)
### Community 2 - "common.ps1"
Cohesion: 0.23
Nodes (13): Find-SpecifyRoot(), Format-SpecKitCommand(), Get-CurrentBranch(), Get-FeaturePathsEnv(), Get-InvokeSeparator(), Get-NormalizedPriority(), Get-Python3Command(), Get-RepoRoot() (+5 more)
### Community 3 - "What You Must Do When Invoked"
Cohesion: 0.08
Nodes (24): For /graphify add and --watch, For /graphify query, For the commit hook and native CLAUDE.md integration, For --update and --cluster-only, /graphify, Honesty Rules, Interpreter guard for subcommands, Part A - Structural extraction for code files (+16 more)
### Community 4 - "speckit-analyze/SKILL.md"
Cohesion: 0.15
Nodes (12): 7. Provide Next Actions, 8. Offer Remediation, 9. Check for extension hooks, Analysis Guidelines, Context, Context Efficiency, Goal, Operating Constraints (+4 more)
### Community 5 - "4. Detection Passes (Token-Efficient Analysis)"
Cohesion: 0.15
Nodes (13): 1. Initialize Analysis Context, 2. Load Artifacts (Progressive Disclosure), 3. Build Semantic Models, 4. Detection Passes (Token-Efficient Analysis), 5. Severity Assignment, 6. Produce Compact Analysis Report, A. Duplication Detection, B. Ambiguity Detection (+5 more)
### Community 6 - "Feature Specification: [FEATURE NAME]"
Cohesion: 0.15
Nodes (12): Assumptions, Edge Cases, Feature Specification: [FEATURE NAME], Functional Requirements, Key Entities *(include if feature involves data)*, Measurable Outcomes, Requirements *(mandatory)*, Success Criteria *(mandatory)* (+4 more)
### Community 8 - "speckit-plan/SKILL.md"
Cohesion: 0.18
Nodes (10): Completion Report, Done When, Key rules, Mandatory Post-Execution Hooks, Outline, Phase 0: Outline & Research, Phase 1: Design & Contracts, Phases (+2 more)
### Community 9 - "speckit-specify/SKILL.md"
Cohesion: 0.18
Nodes (10): Completion Report, Done When, For AI Generation, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, Quick Guidelines, Section Requirements (+2 more)
### Community 10 - "speckit-tasks/SKILL.md"
Cohesion: 0.18
Nodes (10): Checklist Format (REQUIRED), Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Phase Structure, Pre-Execution Checks, Task Generation Rules (+2 more)
### Community 11 - "Core Principles"
Cohesion: 0.18
Nodes (10): Core Principles, Governance, [PRINCIPLE_1_NAME], [PRINCIPLE_2_NAME], [PRINCIPLE_3_NAME], [PRINCIPLE_4_NAME], [PRINCIPLE_5_NAME], [PROJECT_NAME] Constitution (+2 more)
### Community 12 - "Core Principles"
Cohesion: 0.18
Nodes (10): Core Principles, Governance, [PRINCIPLE_1_NAME], [PRINCIPLE_2_NAME], [PRINCIPLE_3_NAME], [PRINCIPLE_4_NAME], [PRINCIPLE_5_NAME], [PROJECT_NAME] Constitution (+2 more)
### Community 13 - "graphify reference: extra exports and benchmark"
Cohesion: 0.22
Nodes (8): graphify reference: extra exports and benchmark, Step 6b - Wiki (only if --wiki flag), Step 7 - Neo4j export (only if --neo4j or --neo4j-push flag), Step 7a - FalkorDB export (only if --falkordb or --falkordb-push flag), Step 7b - SVG export (only if --svg flag), Step 7c - GraphML export (only if --graphml flag), Step 7d - MCP server (only if --mcp flag), Step 8 - Token reduction benchmark (only if total_words > 5000)
### Community 14 - "Ponytail"
Cohesion: 0.22
Nodes (8): Boundaries, Intensity, Output, Persistence, Ponytail, Rules, The ladder, When NOT to be lazy
### Community 15 - "Implementation Plan: [FEATURE]"
Cohesion: 0.22
Nodes (8): Complexity Tracking, Constitution Check, Documentation (this feature), Implementation Plan: [FEATURE], Project Structure, Source Code (repository root), Summary, Technical Context
### Community 16 - "Ponytail Help"
Cohesion: 0.25
Nodes (7): Configure Default Mode, Deactivate, Levels, More, Ponytail Help, Skills, Update
### Community 17 - "speckit-checklist/SKILL.md"
Cohesion: 0.25
Nodes (7): Anti-Examples: What NOT To Do, Checklist Purpose: "Unit Tests for English", Example Checklist Types & Sample Items, Execution Steps, Post-Execution Checks, Pre-Execution Checks, User Input
### Community 18 - "speckit-clarify/SKILL.md"
Cohesion: 0.29
Nodes (6): Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, User Input
### Community 19 - "speckit-implement/SKILL.md"
Cohesion: 0.29
Nodes (6): Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, User Input
### Community 20 - "graphify reference: query, path, explain"
Cohesion: 0.33
Nodes (5): For /graphify explain, For /graphify path, graphify reference: query, path, explain, Step 0 — Constrained query expansion (REQUIRED before traversal), Step 1 — Traversal
### Community 21 - "speckit-constitution/SKILL.md"
Cohesion: 0.33
Nodes (5): Outline, Post-Execution Checks, Pre-Execution Checks, Scope Guard, User Input
### Community 23 - "ponytail-audit/SKILL.md"
Cohesion: 0.40
Nodes (4): Boundaries, Hunt, Output, Tags
### Community 24 - "Ponytail Gain"
Cohesion: 0.40
Nodes (4): Boundaries, Honesty boundary, Ponytail Gain, Scoreboard
### Community 25 - "ponytail-review/SKILL.md"
Cohesion: 0.40
Nodes (4): Boundaries, Examples, Format, Scoring
### Community 26 - "speckit-taskstoissues/SKILL.md"
Cohesion: 0.40
Nodes (4): Outline, Post-Execution Checks, Pre-Execution Checks, User Input
### Community 27 - "[CHECKLIST TYPE] Checklist: [FEATURE NAME]"
Cohesion: 0.40
Nodes (4): [Category 1], [Category 2], [CHECKLIST TYPE] Checklist: [FEATURE NAME], Notes
### Community 28 - "graphify reference: add a URL and watch a folder"
Cohesion: 0.50
Nodes (3): For /graphify add, For --watch, graphify reference: add a URL and watch a folder
### Community 29 - "graphify reference: commit hook and native CLAUDE.md integration"
Cohesion: 0.50
Nodes (3): For git commit hook, For native CLAUDE.md integration, graphify reference: commit hook and native CLAUDE.md integration
### Community 30 - "graphify reference: incremental update and cluster-only"
Cohesion: 0.50
Nodes (3): For --cluster-only, For --update (incremental re-extraction), graphify reference: incremental update and cluster-only
### Community 31 - "ponytail-debt/SKILL.md"
Cohesion: 0.50
Nodes (3): Boundaries, Output, Scan
## Knowledge Gaps
- **212 isolated node(s):** `graphify`, `Usage`, `What graphify is for`, `Step 0 - GitHub repos and multi-path merge (only if a URL or several paths)`, `Step 1 - Ensure graphify is installed` (+207 more)
These have ≤1 connection - possible missing edges or undocumented components.
- **6 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
## Suggested Questions
_Questions this graph is uniquely positioned to answer:_
- **Why does `Execution Steps` connect `4. Detection Passes (Token-Efficient Analysis)` to `speckit-analyze/SKILL.md`?**
_High betweenness centrality (0.004) - this node is a cross-community bridge._
- **What connects `graphify`, `Usage`, `What graphify is for` to the rest of the system?**
_212 weakly-connected nodes found - possible documentation gaps or missing edges._
- **Should `Tasks: [FEATURE NAME]` be split into smaller, more focused modules?**
_Cohesion score 0.07407407407407407 - nodes in this community are weakly interconnected._
- **Should `Execution Steps` be split into smaller, more focused modules?**
_Cohesion score 0.125 - nodes in this community are weakly interconnected._
- **Should `What You Must Do When Invoked` be split into smaller, more focused modules?**
_Cohesion score 0.08 - nodes in this community are weakly interconnected._
File diff suppressed because it is too large Load Diff
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# Graph Report - TextNLPClassifierApp (2026-08-19)
## Corpus Check
- cluster-only mode — file stats not available
## Summary
- 310 nodes · 284 edges · 40 communities (34 shown, 6 thin omitted)
- Extraction: 100% EXTRACTED · 0% INFERRED · 0% AMBIGUOUS
- Token cost: 1,734 input · 302 output
## Community Hubs (Navigation)
- Task Planning
- Convergence Workflow
- SpecKit Utilities
- Graphify Commands
- Specification Analysis
- Analysis Detection
- Feature Specification Template
- Graphify Rules
- Implementation Planning
- Feature Specification
- Task Generation
- Project Constitution
- Constitution Template
- Graphify Exports
- Ponytail Configuration
- Implementation Planning Template
- Ponytail Help
- Checklist Generation
- Clarification Workflow
- Implementation Workflow
- Graph Query
- Constitution Workflow
- Feature Branch Creation
- Ponytail Audit
- Ponytail Metrics
- Ponytail Review
- Task Issue Conversion
- Checklist Template
- Graphify Watch Mode
- Graphify Hooks
- Graphify Updates
- Ponytail Debt
- Repository Merge
- Media Transcription
- Extraction Specification
- Graphify Workflows
## God Nodes (most connected - your core abstractions)
1. `Tasks: [FEATURE NAME]` - 13 edges
2. `What You Must Do When Invoked` - 12 edges
3. `/graphify` - 10 edges
4. `graphify reference: extra exports and benchmark` - 8 edges
5. `Ponytail` - 8 edges
6. `Execution Steps` - 7 edges
7. `Ponytail Help` - 7 edges
8. `4. Detection Passes (Token-Efficient Analysis)` - 7 edges
9. `Execution Steps` - 7 edges
10. `Core Principles` - 6 edges
## Surprising Connections (you probably didn't know these)
- None detected - all connections are within the same source files.
## Import Cycles
- None detected.
## Communities (40 total, 6 thin omitted)
### Community 0 - "Task Planning"
Cohesion: 0.07
Nodes (26): Dependencies & Execution Order, Format: `[ID] [P?] [Story] Description`, Implementation for User Story 1, Implementation for User Story 2, Implementation for User Story 3, Implementation Strategy, Incremental Delivery, MVP First (User Story 1 Only) (+18 more)
### Community 1 - "Convergence Workflow"
Cohesion: 0.12
Nodes (15): 1. Initialize Convergence Context, 2. Load Artifacts (Progressive Disclosure), 3. Build the Intent Inventory, 4. Assess the Codebase and Classify Findings, 5. Assign Severity, 6. Present the In-Session Findings Summary, 7. Append Convergence Tasks (or report converged), 8. Provide Next Actions (Handoff) (+7 more)
### Community 2 - "SpecKit Utilities"
Cohesion: 0.23
Nodes (13): Find-SpecifyRoot(), Format-SpecKitCommand(), Get-CurrentBranch(), Get-FeaturePathsEnv(), Get-InvokeSeparator(), Get-NormalizedPriority(), Get-Python3Command(), Get-RepoRoot() (+5 more)
### Community 3 - "Graphify Commands"
Cohesion: 0.08
Nodes (24): For /graphify add and --watch, For /graphify query, For the commit hook and native CLAUDE.md integration, For --update and --cluster-only, /graphify, Honesty Rules, Interpreter guard for subcommands, Part A - Structural extraction for code files (+16 more)
### Community 4 - "Specification Analysis"
Cohesion: 0.15
Nodes (12): 7. Provide Next Actions, 8. Offer Remediation, 9. Check for extension hooks, Analysis Guidelines, Context, Context Efficiency, Goal, Operating Constraints (+4 more)
### Community 5 - "Analysis Detection"
Cohesion: 0.15
Nodes (13): 1. Initialize Analysis Context, 2. Load Artifacts (Progressive Disclosure), 3. Build Semantic Models, 4. Detection Passes (Token-Efficient Analysis), 5. Severity Assignment, 6. Produce Compact Analysis Report, A. Duplication Detection, B. Ambiguity Detection (+5 more)
### Community 6 - "Feature Specification Template"
Cohesion: 0.15
Nodes (12): Assumptions, Edge Cases, Feature Specification: [FEATURE NAME], Functional Requirements, Key Entities *(include if feature involves data)*, Measurable Outcomes, Requirements *(mandatory)*, Success Criteria *(mandatory)* (+4 more)
### Community 8 - "Implementation Planning"
Cohesion: 0.18
Nodes (10): Completion Report, Done When, Key rules, Mandatory Post-Execution Hooks, Outline, Phase 0: Outline & Research, Phase 1: Design & Contracts, Phases (+2 more)
### Community 9 - "Feature Specification"
Cohesion: 0.18
Nodes (10): Completion Report, Done When, For AI Generation, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, Quick Guidelines, Section Requirements (+2 more)
### Community 10 - "Task Generation"
Cohesion: 0.18
Nodes (10): Checklist Format (REQUIRED), Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Phase Structure, Pre-Execution Checks, Task Generation Rules (+2 more)
### Community 11 - "Project Constitution"
Cohesion: 0.18
Nodes (10): Core Principles, Governance, [PRINCIPLE_1_NAME], [PRINCIPLE_2_NAME], [PRINCIPLE_3_NAME], [PRINCIPLE_4_NAME], [PRINCIPLE_5_NAME], [PROJECT_NAME] Constitution (+2 more)
### Community 12 - "Constitution Template"
Cohesion: 0.18
Nodes (10): Core Principles, Governance, [PRINCIPLE_1_NAME], [PRINCIPLE_2_NAME], [PRINCIPLE_3_NAME], [PRINCIPLE_4_NAME], [PRINCIPLE_5_NAME], [PROJECT_NAME] Constitution (+2 more)
### Community 13 - "Graphify Exports"
Cohesion: 0.22
Nodes (8): graphify reference: extra exports and benchmark, Step 6b - Wiki (only if --wiki flag), Step 7 - Neo4j export (only if --neo4j or --neo4j-push flag), Step 7a - FalkorDB export (only if --falkordb or --falkordb-push flag), Step 7b - SVG export (only if --svg flag), Step 7c - GraphML export (only if --graphml flag), Step 7d - MCP server (only if --mcp flag), Step 8 - Token reduction benchmark (only if total_words > 5000)
### Community 14 - "Ponytail Configuration"
Cohesion: 0.22
Nodes (8): Boundaries, Intensity, Output, Persistence, Ponytail, Rules, The ladder, When NOT to be lazy
### Community 15 - "Implementation Planning Template"
Cohesion: 0.22
Nodes (8): Complexity Tracking, Constitution Check, Documentation (this feature), Implementation Plan: [FEATURE], Project Structure, Source Code (repository root), Summary, Technical Context
### Community 16 - "Ponytail Help"
Cohesion: 0.25
Nodes (7): Configure Default Mode, Deactivate, Levels, More, Ponytail Help, Skills, Update
### Community 17 - "Checklist Generation"
Cohesion: 0.25
Nodes (7): Anti-Examples: What NOT To Do, Checklist Purpose: "Unit Tests for English", Example Checklist Types & Sample Items, Execution Steps, Post-Execution Checks, Pre-Execution Checks, User Input
### Community 18 - "Clarification Workflow"
Cohesion: 0.29
Nodes (6): Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, User Input
### Community 19 - "Implementation Workflow"
Cohesion: 0.29
Nodes (6): Completion Report, Done When, Mandatory Post-Execution Hooks, Outline, Pre-Execution Checks, User Input
### Community 20 - "Graph Query"
Cohesion: 0.33
Nodes (5): For /graphify explain, For /graphify path, graphify reference: query, path, explain, Step 0 — Constrained query expansion (REQUIRED before traversal), Step 1 — Traversal
### Community 21 - "Constitution Workflow"
Cohesion: 0.33
Nodes (5): Outline, Post-Execution Checks, Pre-Execution Checks, Scope Guard, User Input
### Community 23 - "Ponytail Audit"
Cohesion: 0.40
Nodes (4): Boundaries, Hunt, Output, Tags
### Community 24 - "Ponytail Metrics"
Cohesion: 0.40
Nodes (4): Boundaries, Honesty boundary, Ponytail Gain, Scoreboard
### Community 25 - "Ponytail Review"
Cohesion: 0.40
Nodes (4): Boundaries, Examples, Format, Scoring
### Community 26 - "Task Issue Conversion"
Cohesion: 0.40
Nodes (4): Outline, Post-Execution Checks, Pre-Execution Checks, User Input
### Community 27 - "Checklist Template"
Cohesion: 0.40
Nodes (4): [Category 1], [Category 2], [CHECKLIST TYPE] Checklist: [FEATURE NAME], Notes
### Community 28 - "Graphify Watch Mode"
Cohesion: 0.50
Nodes (3): For /graphify add, For --watch, graphify reference: add a URL and watch a folder
### Community 29 - "Graphify Hooks"
Cohesion: 0.50
Nodes (3): For git commit hook, For native CLAUDE.md integration, graphify reference: commit hook and native CLAUDE.md integration
### Community 30 - "Graphify Updates"
Cohesion: 0.50
Nodes (3): For --cluster-only, For --update (incremental re-extraction), graphify reference: incremental update and cluster-only
### Community 31 - "Ponytail Debt"
Cohesion: 0.50
Nodes (3): Boundaries, Output, Scan
## Knowledge Gaps
- **212 isolated node(s):** `Format: `[ID] [P?] [Story] Description``, `Implementation for User Story 1`, `Implementation for User Story 2`, `Implementation for User Story 3`, `Incremental Delivery` (+207 more)
These have ≤1 connection - possible missing edges or undocumented components.
- **6 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
## Suggested Questions
_Questions this graph is uniquely positioned to answer:_
- **Why does `Execution Steps` connect `Analysis Detection` to `Specification Analysis`?**
_High betweenness centrality (0.004) - this node is a cross-community bridge._
- **What connects `Format: `[ID] [P?] [Story] Description``, `Implementation for User Story 1`, `Implementation for User Story 2` to the rest of the system?**
_212 weakly-connected nodes found - possible documentation gaps or missing edges._
- **Should `Task Planning` be split into smaller, more focused modules?**
_Cohesion score 0.07407407407407407 - nodes in this community are weakly interconnected._
- **Should `Convergence Workflow` be split into smaller, more focused modules?**
_Cohesion score 0.125 - nodes in this community are weakly interconnected._
- **Should `Graphify Commands` be split into smaller, more focused modules?**
_Cohesion score 0.08 - nodes in this community are weakly interconnected._
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