penguiflow-memory
penguiflow-memory is an Agent frameworks & building agents skill for AI agents, published by hurtener in the penguiflow repository on GitHub. Skillspace rates penguiflow-memory C (70/100) and it passed the safety scan; the rating is based on static analysis only.
Add short-term conversation memory to a PenguiFlow ReactPlanner — configure `ShortTermMemoryConfig` with strategy (`none`/`truncation`/`rolling_summary`), `MemoryBudget` token caps + overflow policy, `MemoryIsolation` for multi-tenant fail-closed scoping via `MemoryKey(tenant_id, user_id, session_id)`, optionally persist via `StateStore.save_memory_state`/`load_memory_state`, wire `on_turn_added`/`on_summary_updated`/`on_health_changed` hooks, and tune `summarizer_model`/`include_trajectory_digest`. Use when a user says "add memory", "session memory", "conversation memory", "multi-tenant memory", "rolling summary", or names `ShortTermMemoryConfig`, `MemoryKey`, `MemoryIsolation`.
- Grade
- C
- Quality
- 70 / 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.
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Our review
- Architecture
- 100 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- Low-risk patterns
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- mentions secrets in text
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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