Two-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands requests like a colleague would. CLAUDE.md for working memory, memory/ directory for the full knowledge base.
SkillScore95Maintained
Automatic
◆Knowledge Management pack
Last verified 8/19/2026
What it changes
Passed 20 of 21 test cases with the skill, and 5 of 21 without it.
Without skill23%
With skill95%
Checks it passed that the model alone missed
Specifies updating memory/glossary.md
Specifies a daily schedule running at 21:15
Specifies modifying CLAUDE.md for hot cache updates
and 20 more in the full report
16 fixed5 passed either way1 still failing0 broke
Pass-rate lift
+73 pp
Tokens
+96%
Agent turns
0%
Response time
-52%
Model gemini-3.6-flashMeasured 8/19/2026v121 of 22 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 16
Prompt
At what recurring schedule and time is the automated daily ingest process (memory-sync) configured to run?
What was checked, without and with the skill
Checked
Without skill
With skill
Specifies a daily schedule running at 21:15
Missed
Passed
case-19 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md344 linessingle file
Memory Management
Memory makes Claude your workplace collaborator - someone who speaks your internal language.
The Goal
Transform shorthand into understanding:
User: "ask todd to do the PSR for oracle"
↓ Claude decodes
"Ask Todd Martinez (Finance lead) to prepare the Pipeline Status Report
for the Oracle Systems deal ($2.3M, closing Q2)"
Without memory, that request is meaningless. With memory, Claude knows:
todd → Todd Martinez, Finance lead, prefers Slack
PSR → Pipeline Status Report (weekly sales doc)
oracle → Oracle Systems deal, not the company
Architecture
CLAUDE.md ← Hot cache (~30 people, common terms)
memory/
index.md ← Catálogo centralizado por categoria (auto-updated)
log.md ← Registro cronológico de operações (append-only)
glossary.md ← Full decoder ring (everything)
people/ ← Complete profiles
projects/ ← Project details
context/ ← Company, teams, tools
trends/ ← Weekly metric snapshots (JSON)