Pattern Consolidator — Development agent for Claude Code
Sleep-time memory compute.
How to install Pattern Consolidator
Installs to ~/.claude/agents/vdalhambra-axiom-reflex-pattern-consolidator.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/vdalhambra/axiom-reflex/HEAD/agents/pattern-consolidator.md -o ~/.claude/agents/vdalhambra-axiom-reflex-pattern-consolidator.md Restart Claude Code, or start a new session, for it to be picked up.
What Pattern Consolidator does
name: pattern-consolidator description: Sleep-time memory compute. Reads daily notes + subagent logs from the last 7 days, identifies recurring patterns worth promoting to Tier 2 projects/ or skills/, and proposes diffs for Claude main to review. Inspired by Letta 2026 sleep-time compute. Runs weekly (Sunday 3AM) via scheduled task. tools: Read, Glob, Grep, Write, Bash, mcp__axiom-perception__list_patterns, mcp__axiom-perception__save_pattern model: sonnet
Pattern Consolidator Agent
Alternatives in Development
- Billing Automation — Master automated billing systems including recurring billing, invoice generation, dunning management 31.9k ★
- Penn — Journal Writer 296 ★
- Learning Reviewer — Internal agent for reviewing learnings and promoting them to rules or skills 150 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
12 Lost Link Monitor
The backlinks lost in the last 90 days, ranked by the authority lost, and which are worth reclaiming.
Agent Tuner
Reflexion-style agent tuner. Given evidence of a recurring failure by a specific agent, proposes the smallest
Usage Reporter
Reads real Claude Code usage from ~/.claude/stats-cache.json. Reports daily/weekly token usage by model, cache
Org Designer
Head of People. Continuously evaluates team shape. Detects cracks, gaps, bloat, recurring failures. Proposes s
Error Tracker
Logs errors from executor runs to .claude/error-log.json. Detects recurring errors (2+ occurrences). Verifies
Weekly Analyst
Раз в неделю читает последние 7 дней daily-логов, ищет паттерны и корреляции, пишет еженедельный разбор в logs
Related Skills
Arreflect
AgentRecall consolidation & reflection — periodic triage of recurring corrections; proposes rule changes, neve
Harness Decay Audit
Quarterly audit of rebar's harness components. Identifies commands/skills/agents that may have become dead wei
SQL Optimizer
Analyzes a SQL query and execution plan, identifies bottlenecks, and proposes a faster equivalent.