Memory Distill — Development skill for Claude Code
Distill a single memory file in-place — replace prose narrative with 1-3 sentences of forward-looking truth.
How to install Memory Distill
Installs to ~/.claude/skills/marcelopaniza-mempenny-memory-distill/SKILL.md
mkdir -p ~/.claude/skills/marcelopaniza-mempenny-memory-distill && curl -fsSL https://raw.githubusercontent.com/marcelopaniza/mempenny/HEAD/commands/memory-distill.md -o ~/.claude/skills/marcelopaniza-mempenny-memory-distill/SKILL.md Restart Claude Code, or start a new session, for it to be picked up.
What Memory Distill does
description: Distill a single memory file in-place — replace prose narrative with 1-3 sentences of forward-looking truth.
argument-hint: [--lang ]
**Note:** `/mempenny:memory-distill` operates on a single file via its explicit path argument, so it does not need `--dir`. The file path IS the target.
Distill a single memory file in-place. No backup — this operation is small and the user can recover from the filesystem's own history if they care.
Step 1 — Parse
Alternatives in Development
- Working Memory — This is your working memory 192 ★
- 01 Fts5 Search — Replace Inkwell's naive LIKE post filter with a real SQLite FTS5 full-text index that ranks 143 ★
- Synthesize Insights — Combine multiple insights into coherent narrative 109 ★
Full documentation available on GitHub
View Source RepositoryRelated Skills
Daily Job Brief
A Claude Code skill (+ optional nightly automation) that turns your inbox and calendar into a living job-searc
Creative Writing
Workshop-voiced craft pack for prose narrative — fiction and creative nonfiction. Three explicit modes (draft
Reviewer Summary
You are writing the opening prose for a pull-request review summary. The approved findings below are the compl
Wp Cinematic Scene
Author, replace, or regenerate a single cinematic scene. Updates the matching cinematic_scenes repeater row (e
Triton Fused Normalizations
Implement fused LayerNorm, RMSNorm, and GroupNorm kernels (forward & backward) in Triton with single-pass stat
Laya MCP
A single forward pass answers a set of "typed questions," returning calibrated probabilities alongside a decis
Related Agents
Holdings Financial Scorer
Grades the current financial condition of one ETF's holdings: each holding's financial grade weighted by its s
Knowledge Distiller
Independently analyzes hypothesis groups for cross-cutting patterns, contradictions, and Tier promotion eviden
Memory Skeptic
Read-only adversarial verifier for proposed memory edits (delete/merge/distill/prune). Given ONE proposed edit
