Sow
C+ 76 completed
Ai Ml
monorepo / go · small
467
Files
85,861
LOC
0
Frameworks
4
Languages
Pipeline State
completedRun ID
#304971Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
64.00Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:38Deduplication group #58515
Member of a group with 7 similar repo(s) — canonical #85197 view group →
Top concepts (12)
Project DescriptionRepositoryDocumentationdata_accessinfrastructureStrategySearchTestingUser ManagementConfigurationDatabaseLogging
About: code-quality intelligence by Repobility · https://repobility.com
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
state.ValidateArtifactTypesValidates a slice of project artifacts against a specified list of permitted types. It accepts the artifacts to check, the allowed type strings, a phase name, and a category string indicating input or output. The function returns an error if any artifact's type is not present in the allowed list, ot
state.ValidateMetadataValidates a provided map of metadata against a specified CUE schema string. It accepts two inputs: the metadata as a map of string to interface{} and the schema as a string. The function returns an error if the schema is invalid, the metadata cannot be encoded, or if the metadata fails validation ag
state.validateStructureValidates the structure of a provided project state object by first retrieving its expected schema. It then encodes the input state into a CUE value and uses this value to unify and validate against the retrieved schema. The function returns an error if the schema cannot be found, encoding fails, or
AI Prompt
Create an AI-powered framework, similar to the System of Work (SOW), for structured software development. I need it to coordinate specialized agents—like a researcher, architect, planner, implementer, and reviewer—through a defined 5-phase lifecycle: Discovery, Design, Implementation, Review, and Finalize. The system should support human-AI collaboration where humans plan, and the AI autonomously executes. Crucially, it must offer zero-context resumability, allow external knowledge integration, and manage state cleanly within a git branch structure, ideally supporting multi-session concurrency via git worktrees.
go ai-framework agent-orchestration software-development cli git workflow
Generated by gemma4:latest
Catalog Information
The System of Work (SOW) is an AI-powered framework for structured software development, designed to coordinate specialized agents through a 5-phase workflow.
Description
SOW is an opinionated framework that coordinates specialized AI agents through a 5-phase workflow. It combines human-led planning with AI-autonomous execution for building software features. The framework includes multi-agent orchestration, a 5-phase lifecycle, human-AI collaboration, zero-context resumability, external knowledge integration, one project per branch, and multi-session concurrency.
الوصف
هو نظام عمل (SOW) هو إطار عمل مصمم للتنسيق بين एजENTS الذكية عبر دورة 5-مرحلة. يجمع بين التخطيط البشري والتنفيذ الآلي لإنشاء ميزات البرمجيات. يتضمن الإطار العمل التنسيق متعدد الأجسام، و دورة 5-مرحلة، والتكامل بين البشر والآلات، والاسترداد بدون سياق، وتكامل المعرفة الخارجية، ومشروع واحد لكل فرع، والتنافس على العديد من الدورات.
Novelty
9/10Tags
structured-software-development ai-powered-framework multi-agent-orchestration human-ai-collaboration zero-context-resumability external-knowledge-integration
Claude Models
claude (unknown version)
Quality Score
C+
76.5/100
Structure
74
Code Quality
80
Documentation
75
Testing
65
Practices
77
Security
92
Dependencies
70
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (62% test-to-source ratio)
- Code linting configured (golangci-lint)
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Properly licensed project
Weaknesses
- 3429 duplicate lines detected \u2014 consider DRY refactoring
- 2 'god files' with >500 LOC need decomposition
Recommendations
- Add a test suite \u2014 start with critical path integration tests
Security & Health
7.6h
Tech Debt (A)
Medium
DORA Rating
A
OWASP (100%)
Want this analysis on your repo? https://repobility.com/scan/
PASS
Quality Gate
A
Risk (0)
MIT
License
19.2%
Duplication
Languages
Frameworks
None detected
Symbols
function470
method301
struct96
constant35
variable28
type_alias24
interface8
Concepts (13)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | > AI-powered framework for structured software development with Claude Code | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Repository | Found repository-named files | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Documentation | docs | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | data_access | Detected data_access layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | infrastructure | Detected infrastructure layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Strategy | Found strategy/policy-named files | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 10 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 123 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | User Management | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 37 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 22 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Logging | Detected from 9 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 5 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
Embed Badge
Add to your README:
