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AI agent starters · Rank #83

F

readwren

Grade F: derived only from the two verdicts below. How grades work

An adaptive multi-agent system that extracts your literary DNA through conversation and generates actionable reading profiles.

Dormant2+ majors behindFree
Visit readwren ↗Source on GitHub ↗

Why this verdict

How we check →
  • No commits in 90 days; last commit 343 days ago. receipt ↗
  • OpenAI SDK 1 declared; latest is 3 (2 majors behind). receipt ↗
  • LangChain 0 declared; latest is 1 (1 major behind). receipt ↗
  • On current major: Pydantic. receipt ↗

Snapshot: commit 3d0bfe4 on main, checked 2026-10-19 07:22 UTC. Receipts link to files at this exact commit.

Check before you commit
  • Two or more breaking releases behind on a core dependency.

Dependency freshness

PackageDeclaredLatestStatus
OpenAI SDK openai1.0.03.35.12 majors behind
LangChain langchain0.3.01.4.61 major behind
LangGraph langgraph1.0.01.2.16Current
Pydantic pydantic2.0.02.14.1Current

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

API layer
Pydantic

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

  • AI
    Adaptive interview agentConducts 12-turn structured interview
  • AI
    Profile generator agentGenerates JSON profile with 40+ data points
  • AI
    Reasoning extractionPulls `reasoning_content` from model responses
  • AI
    Style scoringScores style preferences on 0-100 scales
  • AI
    Vocabulary analysis toolMeasures vocabulary richness, brevity, engagement
  • AI
    Conversation coverage trackingTracks coverage and determines readiness
  • AI
    Custom scoring rubricEdit `PROFILE_RUBRIC.md` to adjust scoring scales
  • Content
    JSON profile outputJSON Profile (`profile_TIMESTAMP.json`)
  • Content
    Markdown profile outputMarkdown Profile (`profile_TIMESTAMP.md`)
  • Content
    Shareable profile outputShareable Profile (`profile_TIMESTAMP_SHAREABLE.txt`)
  • Content
    Conversation log outputConversation Log (`conversation_TIMESTAMP.json`)
  • Data
    Redis session persistenceSessions persist across restarts
  • Data
    Session auto-expirationAuto-expiration after 24 hours

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table
DateMaintenanceDependenciesCommits (90d)
Oct 19, 2026Dormant2+ majors behind0
Oct 12, 2026Dormant2+ majors behind0
Sep 29, 2026Dormant2+ majors behind0

Sources

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