From transformers
Stores decision rules that change agent behavior across sessions — what to do, avoid, or try. Reads on startup, learns during work, skips facts and history.
How this skill is triggered — by the user, by Claude, or both
Slash command
/transformers:memoryThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
You have access to project-specific decision memory that evolves over time. Memory changes how you *act*, not what you *know*.
You have access to project-specific decision memory that evolves over time. Memory changes how you act, not what you know.
Memory is NOT context. Facts about the project (stack, structure, files) belong in context/project.md. Memory stores decision rules — what to do, what to avoid, what works, what doesn't.
Check if .claude/transformers/memory/long-term/index.md exists
Check if .claude/transformers/memory/temp.md exists
If a rule in the index is relevant to your current task, read the full category file for the reasoning behind it.
When you had to figure something out the hard way — that's a memory candidate.
The test: Would knowing this change how an agent acts next time? If yes, save it. If no, skip it.
Tag it in your response to the orchestrator:
[MEMORY] brief decision rule — why
If you're a standalone command (no orchestrator), spawn Scribe directly:
"Append to
.claude/transformers/memory/temp.md:## [timestamp] [your-name] — [title]\n[decision rule and why]"
For rules that are clearly permanent, tag as:
[LONG-TERM] category: decision rule
project-context.mdstatus.mdactivity.logFull memory system rules: @${CLAUDE_PLUGIN_ROOT}/knowledge/memory-system.md
npx claudepluginhub shankarkakumani/transformers --plugin transformersCaptures project-level learnings, conventions, and decisions into memory, rules, or ADR files. Useful when surfacing durable conventions and technical decisions during work.
Persists learnings into a 5-layer memory hierarchy (CLAUDE.md files, memory/MEMORY.md) and consolidates by pruning outdated entries and promoting recurring patterns. Triggers on 'extract learnings', 'remember', 'dream'.
Loads and applies project memories from prior sessions for consistent decisions, conventions, and preferences. Stores new entries automatically or via /remember.