Agent Session Linker
B 85 completed
Cli Tool
cli / python · small
113
Files
15,662
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#303973Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
52.00Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47626
Member of a group with 2 similar repo(s) — canonical #93576 view group →
Top concepts (11)
Middleware/PipelineProject DescriptiontestingTestingFactoryDatabaseFile ManagementTestingCachingAuthenticationAPI Gateway
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🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
SQLiteBackend.existsChecks the database to determine if a record corresponding to the provided session identifier is present. It accepts one string argument representing the unique session ID. The function returns a boolean value indicating the existence of the record. This operation reads from the underlying database
SQLiteBackend.deleteRemoves a record from the underlying database table using the provided session identifier string. It connects to the database, executes a delete command targeting the specified session ID, and raises a KeyError if no matching row is found. The function returns nothing upon successful execution and m
SQLiteBackend.listRetrieves all stored session identifiers from the database, ordering them by the save time in descending order. It takes no arguments and returns a list of strings, where each string is a unique session ID. The function interacts with the underlying database connection to execute a query and reads t
AI Prompt
Create a Python CLI tool for managing and linking agent sessions. The core functionality should include a `SessionManager` that can handle the lifecycle (create, save, load, list, delete) of sessions using pluggable storage backends like in-memory, filesystem (JSON), SQLite, Redis, and S3. I also need features for context injection using `ContextInjector`, which should select prior context based on relevance scoring. Additionally, implement entity extraction to track named entities across sessions and a `ContextSummarizer` to compress long histories while preserving key entities. The goal is to enable multi-session reasoning by chaining related sessions via shared entities.
python cli agent session-management context-linking sqlite redis s3 ai-agent
Generated by gemma4:latest
Catalog Information
The agent-session-linker project enables the persistence and resumption of cross-session contexts.
Description
This project allows for the preservation and retrieval of contextual information across multiple sessions, facilitating a seamless user experience. It is designed to be used in applications where users need to pick up where they left off, such as chatbots or interactive systems. The agent-session-linker uses Python and relies on Click for command-line interface functionality.
الوصف
هذا المشروع يسمح بحفظ وتعديل المعلومات السياقية بين جلسات متعددة، مما يساعد على تجربة مستخدم أكثر سلسلة. ويُستخدم في تطبيقات حيث يحتاج المستخدمين إلى استئناف ما بدؤوا به، مثل البوتات أو الأنظمة التفاعلية. يستند المشروع إلى لغة البرمجة Python ويعتمد على Click للواجهة السطرية.
Novelty
5/10Tags
cross-session-context context-persistence session-resumption user-experience chatbots interactive-systems
Technologies
click pydantic rich
Claude Models
claude-opus-4.6
Quality Score
B
84.8/100
Structure
96
Code Quality
75
Documentation
90
Testing
85
Practices
72
Security
100
Dependencies
80
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (88% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Containerized deployment (Docker)
- Properly licensed project
Weaknesses
- 1085 duplicate lines detected \u2014 consider DRY refactoring
- 1 'god files' with >500 LOC need decomposition
Security & Health
5.1h
Tech Debt (A)
High
DORA Rating
A
OWASP (100%)
All rows scored by the Repobility analyzer (https://repobility.com)
PASS
Quality Gate
A
Risk (1)
Apache-2.0
License
5.0%
Duplication
Languages
Frameworks
pytest
Symbols
method250
variable197
class67
function47
constant41
property11
protocol2
Concepts (11)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Middleware/Pipeline | Found middleware-named files | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | Cross-session context persistence and resumption | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Database | Detected from 7 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | File Management | Detected from 14 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 43 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Caching | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Authentication | Detected from 54 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | API Gateway | Detected from 7 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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