penguiflow-statestore

penguiflow-statestore is an Agent frameworks & building agents skill for AI agents, published by hurtener in the penguiflow repository on GitHub. Skillspace rates penguiflow-statestore B (81/100) and it passed the safety scan; the rating is based on static analysis only.

Deep expertise for PenguiFlow persistence: implement or review a `StateStore` backend (required + optional duck-typed capabilities), enforce correct contracts (idempotency, ordering, cursors, cancellation), wire A2A router continuity via conversation bindings, sessions/tasks/updates/steering and background-task orchestration, integrate `ArtifactStore`, support distributed execution (`RemoteBinding`), and build UIs/clients around the Playground HTTP+SSE contract. Use when building/debugging StateStore or ArtifactStore implementations; designing database schemas; investigating missing/duplicated/out-of-order events; integrating A2A manager/specialist continuity, OAuth/HITL pause-resume; persisting trajectories/planner events; or implementing frontends that consume `/chat`, `/session/stream`, `/tasks`, `/events`, `/trajectory`, and `/artifacts`.

Grade
B
Quality
81 / 100
Safety
Passed
GitHub stars
26

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubhurtener/penguiflow

Our review

Architecture
100 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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