Reviews Directory

Type: kb/types/generated-index.md

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  • Academic Research Skills (note) - Academic Research Skills as a prompt-defined Claude Code research pipeline with narrow executable checks, host-dependent orchestration, protocol-only resume, and conflicting terminal gate rules
  • Agno AgentOS (note) - Whole-system analysis of Agno AgentOS as an open-source execution and control plane, distinguishing its runtime loops from the companion coding-agent and Studio builder loops
  • AI Agents in Depth (note) - Whole-book comparison of AI Agents in Depth with Commonplace, separating broad architectural convergence from differences in memory admission, epistemic warrant, governance, and orchestration
  • Apache Maka (note) - Apache Maka's hosted execution, durable continuation, separate memory acquisition and evaluation authority at a pinned source boundary
  • Autogenesis (note) - Autogenesis as a code-grounded self-evolving agent framework: protocol resources, orchestration, versioned mutation, rollback, and the gaps between its paper artifact and current rewrite
  • beads_rust (note) - beads_rust as a local active-work and coordination substrate: transactional CLI claims and workflow gates, explicit external execution and Git boundaries, and weaker parity across MCP, inherited-context, and shipped instruction paths
  • Claude Code dynamic workflows (note) - How Claude Code's dynamic-workflows API works — a model-authored JS orchestrator over sub-agents — mapped onto the bounded-context orchestration model: what of the tool loop the harness exposes, to whom, and what it withholds
  • Compound Engineering plugin (note) - Compound Engineering's compounding claim separated into product change, project-knowledge retention, and the narrower reflective pathway that can revise project operating instructions but not the installed harness itself
  • Eigenius (note) - Code-grounded review of Eigenius's typed execution substrate and manually loaded host-agent reasoning protocol, with their distinct control and verification limits.
  • Exo (note) - Exo as a running reflective self-improvement harness: a protected Rust substrate under a fully rewritable executor, allowlisted host control, and a rewind that preserves the record of what was tried
  • Fractal (note) - Fractal as a code-grounded RLM harness: PredictRLM workspace turns, SBX sandbox mounts, headless delegation, and session continuity outside the repo.
  • GBrain as an agentic system (note) - Whole-system analysis of GBrain's host adoption, dream-cycle scheduler, crash-resumable Minions queue, operations trust boundary, and SkillOpt self-modification beyond its separately reviewed memory subsystem
  • oh-my-pi (note) - oh-my-pi's coding loop, effect controls, four memory backends and experiment admission at a pinned implementation boundary
  • Pond (note) - Whole-system analysis of Pond as a durable cross-client session archive, separating its canonical ingest, retrieval, restore, and host policy boundaries
  • Prime Agent (note) - Prime Agent's persistent Python runtime, recursive child sessions, and supplemental-harness refinement, with separate admission and improvement limits
  • Semantic Engine as ingest infrastructure (note) - Semantic Engine as code-grounded ingest infrastructure: local SQLite datasets, source chunking, embeddings, query, and visualization surfaces useful before KB promotion.
  • Swamp (note) - Swamp as an agent-facing automation control plane: typed resource models, declarative DAGs, remote workers, policy gates, and extension distribution.