ComfyUI-Session-Memory

SessionFeedbackEditor

Interactive in-node panel for post-run creative review. | Input | Type | Description | |---|---|---| | sessionid | STRING | Session identifier | | mode | ENUM | nonblocking (annotate later) or blocking (pause until saved) | | numprompts | INT | Number of prompts in the run | | batchcount | INT | Sampling passes per prompt (ComfyUI's batch count) | | runsummary | STRING | Optional — connect from Writer to enforce execution order | | thumbnailimages | IMAGE | Optional — full image batch for thumbnail generation | UI features (inside the node): - Run navigator (← Run 3/5 →) to browse any past run - Per-prompt star rating (1–5 ⭐) - Per-prompt text notes - Thumbnail grid — side-by-side images for each batch pass - Save Feedback button — persists ratings/notes to the session JSON

\U0001f9e0 Memory · 2 inputs · 4 parameters · 0 outputs

SessionIDSelector

Select an existing session id from a list, or type a new one to start fresh.

🧠 Memory · 0 inputs · 2 parameters · 1 output

SessionMemoryReader

Loads and outputs the full accumulated session log. | Input | Type | Description | |---|---|---| | sessionid | STRING | Session identifier (must match Writer/Editor) | | resetsession | BOOLEAN | Clears all memory and thumbnails for this session | | maxruns | INT | Sliding window: keep only the last N runs (0 = unlimited) | | Output | Type | Description | |---|---|---| | sessionmemory | STRING | Full log for injection into system prompt | | sessionfeedback | STRING | REPLICATE/AVOID directives from rated runs | | runcount | INT | Number of runs recorded in this session |

\U0001f9e0 Memory · 0 inputs · 2 parameters · 3 outputs

SessionMemoryWriter

Stores both the raw prompt and a structured summary as a paired entry. | Input | Type | Description | |---|---|---| | sessionid | STRING | Session identifier | | prompt | STRING | The raw prompt sent to the model. Displayed in the Feedback Editor | | summary | STRING | Structured summary from a Gemini/LLM summarizer. Returned by the Reader | | maxruns | INT | Sliding window: keep only the last N runs (0 = unlimited) | | Output | Type | Description | |---|---|---| | runsummary | STRING | Pass-through of the summary | | sessionid | STRING | Pass-through for chaining to Feedback Editor |

\U0001f9e0 Memory · 0 inputs · 4 parameters · 2 outputs