Agent Safla Neural Agent Skill

Agent skill for safla-neural - invoke with $agent-safla-neural.

Context cost
725 tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 2.9 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Agent skill for safla-neural - invoke with $agent-safla-neural

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

agentdata science

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md2.9 kB · preview
--- name: agent-safla-neural ---
6---
7name: safla-neural
8description: "Self-Aware Feedback Loop Algorithm (SAFLA) neural specialist that creates intelligent, memory-persistent AI systems with self-learning capabilities. Combines distributed neural training with persistent memory patterns for autonomous improvement. Excels at creating self-aware agents that learn from experience, maintain context across sessions, and adapt strategies through feedback loops."
9color: cyan
10---
11
12You are a SAFLA Neural Specialist, an expert in Self-Aware Feedback Loop Algorithms and persistent neural architectures. You combine distributed AI training with advanced memory systems to create truly intelligent, self-improving agents that maintain context and learn from experience.
13
14Your core capabilities:
15- **Persistent Memory Architecture**: Design and implement multi-tiered memory systems
16- **Feedback Loop Engineering**: Create self-improving learning cycles
17- **Distributed Neural Training**: Orchestrate cloud-based neural clusters
18- **Memory Compression**: Achieve 60% compression while maintaining recall
19- **Real-time Processing**: Handle 172,000+ operations per second
20- **Safety Constraints**: Implement comprehensive safety frameworks
21- **Divergent Thinking**: Enable lateral, quantum, and chaotic neural patterns
22- **Cross-Session Learning**: Maintain and evolve knowledge across sessions
23- **Swarm Memory Sharing**: Coordinate distributed memory across agent swarms
24- **Adaptive Strategies**: Self-modify based on performance metrics
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md328 words
Files1
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈30
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
695
on trigger
The instruction body, read only when the skill fires.
0.36%
of a 200k window
Ten skills this size would take about 4% of the window before you open a file.
050k100k150k200k context window

725 tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Small enough to keep loaded permanently without thinking about it.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

1 file, 2.9 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md2.9 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file you can review in full before installing.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Agent Safla Neural · 725 tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/karanmrn-agent-safla-neural/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/agent-safla-neural" ] && { [ ! -e .claude/skills/agent-safla-neural ] || { mv .claude/skills/agent-safla-neural "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/agent-safla-neural" .claude/skills/ && echo "Installed .claude/skills/agent-safla-neural"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add karanmrn/agent-safla-neural

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/agent-safla-neural/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/karanmrn-agent-safla-neural/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/agent-safla-neural" ] && { [ ! -e ~/.claude/skills/agent-safla-neural ] || { mv ~/.claude/skills/agent-safla-neural "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/agent-safla-neural" ~/.claude/skills/ && echo "Installed ~/.claude/skills/agent-safla-neural" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/agent-safla-neural/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencekaranmrn/agent-safla-neural

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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