Plugin

memory-optimization

Name: memory-optimization
Author: yeaight7

Build and query graph-backed memory from mixed corpora (code, docs, images, video) to minimize token spend and avoid redundant file reads. Routes each corpus to the cheapest path: direct read, markdown conversion, graph build, graph update, or graph query.

What's Inside

Slash Commands3

memory-build

/memory-build

Build or refresh graph-backed memory for a corpus, using graphify first and helper conversions only when they improve corpus quality.

memory-optimize

/memory-optimize

Choose the cheapest context path across direct read, markdown conversion, graph build, graph update, or graph query.

memory-query

/memory-query

Query an existing graphify graph before rereading the full corpus, using query, path, or explain flows.

Agents2

graph-memory-curator

/graph-memory-curator

Orchestrates graphify-centered memory build, refresh, and query flows for mixed corpora, using helper-tool preprocessing only when it materially improves graph input quality.

memory-optimizer

/memory-optimizer

Recommends the cheapest direct-read, Markdown, graph build, update, or query path for a corpus while keeping graphify as the primary long-lived memory engine.

Skills8

defuddle

/defuddle

Use when the user provides a URL to a standard web page and clean Markdown extraction with Defuddle would reduce clutter and token cost.

graphify

/graphify

any input (code, docs, papers, images) → knowledge graph → clustered communities → HTML + JSON + audit report. Use when the user wants to build, inspect, or query a cross-file knowledge graph from code, docs, papers, images, or videos with upstream graphify.

markitdown-file-intake

/markitdown-file-intake

Use when the user provides a MarkItDown-supported file or URL and converting it to Markdown first will make inspection easier, cheaper, or more reliable.

memory-build-workflow

/memory-build-workflow

Use when a user needs to build or refresh persistent graph memory from a mixed corpus and the right path may include graphify, incremental update, or helper conversion before ingestion.

memory-optimization-workflow

/memory-optimization-workflow

Use when deciding the lowest-cost context path for a mixed corpus, especially when choosing among direct reading, helper conversion, graph build, graph update, or graph query.

Stats

Version0.6.3

ReleasedJul 27, 2026

LanguageTypeScript

Stars6

Forks2

MaintenanceExcellent

LicenseApache-2.0

Last CommitJul 27, 2026

AddedJul 28, 2026

Actions

View on GitHub View README Plugin Marketplace JSON Homepage

Available In

agent-powerups6

Safety Signals

Caution

Uses power tools

Uses Bash, Write, or Edit tools

Tags

Agent Powerups

Oh My Zsh for coding agents.

Agent Powerups is an Oh My Zsh-style collection of reusable skills, slash commands, MCP configs, hooks, AGENTS.md templates, and workflows for coding agents.

Today, this repo ships:

reusable skills

safe local CLI (apx) with runnable local checks

persistent Gemini relay for always-active secondary-agent delegation

validation and requirement-check scripts

verified local GitHub MCP check, smoke, and install flow

command, hook, workflow, examples, and AGENTS.md templates

plugins with native install, marketplace metadata, and apx plugins inspection (apx plugins list)

user-intent profiles with apx profiles for curated skill/plugin sets

Native install is direct for humans. Safety boundaries stay around external tools, secrets, shell profiles, and MCP enablement.

What Is Here

Path

Status

Notes

skills/

shipped

Reusable agent workflows such as systematic-debugging and writing-plans

mcp/

shipped

Local-first GitHub MCP config with check, smoke, and explicit install commands

agents-md/

shipped

Starter AGENTS.md templates

commands/

shipped

Review-first command prompts plus safe runnable checks

hooks/

shipped

Review-before-use hook recipes plus safe runnable checks

workflows/

shipped

Scenario guides

plugins/

shipped

Plugins with local-first discovery, validation, native install, and marketplace metadata (apx plugins list)

scripts/

shipped

Validation and tool-check helpers for this repo

examples/

shipped

Minimal safe setup examples

Agent Quickstart

If you are an agent working in a repo with Agent Powerups available, route tasks to capabilities yourself instead of waiting to be told:

Match first. On Claude Code the host already lists skills natively — match the task to the narrowest fitting skill (plus obvious fits like no-fluff). On Codex, Gemini, or generic agents, start with apx discover.

Discover the rest — anything not natively loaded (MCP configs, hooks, AGENTS.md templates, installed-only assets):

apx discover "<the user's task>" --target <codex|claude-code|gemini|generic> --json
apx info <chosen-asset>     # what it is, when to use it, source path, next action

Read, apply, verify. Read the asset's SKILL.md (or file) before applying it; run apx check <asset> only if it declares external requirements; then verify the result against the task.

Gate risky assets. MCP configs and hooks are review-before-use — surface them for approval, never auto-enable.

Quickstart

Using npm (Recommended)

npm install -g agent-powerups apx install claude --full

Agent-Powerups

Agent Powerups

Oh My Zsh for coding agents.

Node.js Version

Quickstart · Agent Quickstart · Plugins · Installation · Security Model · Contributing

Agent Powerups is an Oh My Zsh-style collection of reusable skills, slash commands, MCP configs, hooks, AGENTS.md templates, and workflows for coding agents.

Today, this repo ships:

reusable skills
safe local CLI (apx) with runnable local checks
persistent Gemini relay for always-active secondary-agent delegation
validation and requirement-check scripts
verified local GitHub MCP check, smoke, and install flow
command, hook, workflow, examples, and AGENTS.md templates
plugins with native install, marketplace metadata, and apx plugins inspection (apx plugins list)
user-intent profiles with apx profiles for curated skill/plugin sets

Native install is direct for humans. Safety boundaries stay around external tools, secrets, shell profiles, and MCP enablement.

What Is Here

Path	Status	Notes
`skills/`	shipped	Reusable agent workflows such as `systematic-debugging` and `writing-plans`
`mcp/`	shipped	Local-first GitHub MCP config with check, smoke, and explicit install commands
`agents-md/`	shipped	Starter AGENTS.md templates
`commands/`	shipped	Review-first command prompts plus safe runnable checks
`hooks/`	shipped	Review-before-use hook recipes plus safe runnable checks
`workflows/`	shipped	Scenario guides
`plugins/`	shipped	Plugins with local-first discovery, validation, native install, and marketplace metadata (`apx plugins list`)
`scripts/`	shipped	Validation and tool-check helpers for this repo
`examples/`	shipped	Minimal safe setup examples

Agent Quickstart

If you are an agent working in a repo with Agent Powerups available, route tasks to capabilities yourself instead of waiting to be told:

Match first. On Claude Code the host already lists skills natively — match the task to the narrowest fitting skill (plus obvious fits like no-fluff). On Codex, Gemini, or generic agents, start with apx discover.

Discover the rest — anything not natively loaded (MCP configs, hooks, AGENTS.md templates, installed-only assets):

apx discover "<the user's task>" --target <codex|claude-code|gemini|generic> --json
apx info <chosen-asset>     # what it is, when to use it, source path, next action

Read, apply, verify. Read the asset's SKILL.md (or file) before applying it; run apx check <asset> only if it declares external requirements; then verify the result against the task.
Gate risky assets. MCP configs and hooks are review-before-use — surface them for approval, never auto-enable.

Quickstart

Using npm (Recommended)

npm install -g agent-powerups
apx install claude --full

memory-optimization

What's Inside

memory-optimization

Popularity

What's Inside

Confidence

README

Agent Powerups

What Is Here

Agent Quickstart

Quickstart

Using npm (Recommended)

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Quickstart

Using npm (Recommended)

Popularity

Health & Quality

More by yeaight7

mcp-development

tool-integrations

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agentic-systems

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