systems-thinking

systems-thinking is a skill for Claude Code, Codex from liqiongyu/lenny_skills_plus. It costs 20 tokens per session (1,969 once invoked), scanned A, original, Apache-2.0.

A framework for looking at a problem as a connected system of people, rules, incentives, and repeating effects.

In plain words
What is it for?
Use it to map how parts of an organisation or process affect one another, find high-impact changes, and design interventions.
Why use it?
It helps uncover causes behind recurring problems and anticipate side effects before making a change.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to map how parts of an organisation or process affect one another, find high-impact changes, and design interventions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/liqiongyu/lenny_skills_plus/systems-thinking
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add liqiongyu/lenny_skills_plus --skill systems-thinking
Clone the repo
git clone --depth 1 https://github.com/liqiongyu/lenny_skills_plus

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for systems-thinking

README.md
[![agentmods](https://agentmods.dev/badge/skills/liqiongyu/lenny_skills_plus/systems-thinking/github.svg)](https://agentmods.dev/skills/liqiongyu/lenny_skills_plus/systems-thinking)
Your own site
<a href="https://agentmods.dev/skills/liqiongyu/lenny_skills_plus/systems-thinking"><img src="https://agentmods.dev/badge/skills/liqiongyu/lenny_skills_plus/systems-thinking/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for systems-thinking

Your own site · 80×15
<a href="https://agentmods.dev/skills/liqiongyu/lenny_skills_plus/systems-thinking"><img src="https://agentmods.dev/badge/skills/liqiongyu/lenny_skills_plus/systems-thinking.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,969 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00020 $0.01969
Opus 5 $0.00010 $0.00984
Sonnet 5 $0.00004 $0.00394
Haiku 4.5 $0.00002 $0.00197

Measured 9d ago against content hash 881615fa49c7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

systems-thinking scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/systems-thinking/SKILL.md · 136 lines

How it starts

The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Systems Thinking

Scope

Covers

  • Seeing the "whole system" behind a problem (actors, incentives, feedback loops, culture/rules)
  • Anticipating second- and third-order effects (including time delays)
  • Finding leverage points (small changes with outsized impact)
  • Converting recurring pain into a reusable system (process, automation, or operating mechanism)

When to use

  • "This is a complex ecosystem; we're missing the bigger picture."
  • "What are the second-order effects if we do X?"
  • "We keep solving symptoms—what's the system causing this?"
  • "Map the players + incentives and how they interact."
  • "We need to redesign a process/org without unintended consequences."

When NOT to use

  • The problem is simple/linear and mostly execution (use a project plan/timeline).
  • You need primary user research or data you don't have (do discovery first).
  • You need deep quantitative forecasting/simulation (this skill produces a qualitative map + risks, not a full model).
  • The decision is low-impact and fully reversible (don't over-invest).
  • You need to redesign an org chart, team topology, or reporting lines (use organizational-design; come back here only if you need to map systemic dynamics first).
  • You need to compare discrete options with weighted criteria and pick a winner (use evaluating-trade-offs).
  • You need to plan under uncertainty with scenario trees, hedging strategies, and contingency triggers (use planning-under-uncertainty).
  • You need to run a decision process with roles, meetings, and a decision log (use running-decision-processes).

Inputs

Minimum required

  • The focal decision or problem statement (1–2 sentences)
  • Desired outcome + time horizon (default: 6–12 months)
  • Known constraints/guardrails (trust, safety, compliance, budget, headcount)
  • Known actors/stakeholders (teams, users, partners, regulators, vendors)
  • What has been tried already (and what happened)

Missing-info strategy

  • Ask up to 5 questions from references/INTAKE.md.
  • If answers aren't available, proceed with clearly labeled assumptions and provide 2–3 alternative system framings/boundaries.

Read the full file on GitHub · 136 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 136 lines · 20 tokens per session scan A 881615fa49c7

Subscribe to this mod's changes

systems-thinking is a skill published in the GitHub repository liqiongyu/lenny_skills_plus (52 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 20 tokens to every session and 1,969 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

Other skills, from other repositories

cangjie-skill

A process for turning a book, course, podcast, interview, long video, or other long material into reusable instructions for an AI agent. It extracts methods and principles, checks them, and packages them as skills.

kangarooking/cangjie-skill · 143 tokens

plan

Use when a request needs shaping before any code is written — a rough or vague prompt to sharpen, an ambiguous idea to design, or a clear-enough task to decompose. One chain-starter that amplifies the prompt, designs the approach, and decomposes it into a batched task file, skipping whichever phases the request…

jeremylongshore/tons-of-skills-marketplace · 144 tokens

loop-library

Compatibility alias for Loopy. Use only when an existing installation or older instruction explicitly invokes loop-library; use Loopy for new installations and requests. Provides the same discovery, recommendation, audit, repair, adaptation, guided crafting, bounded execution, run debrief, project loop saving, and…

Forward-Future/loopy · 65 tokens

naval-almanack

A reference guide for applying ideas from The Almanack of Naval Ravikant, a book about wealth, work, happiness, judgment, and long-term thinking. It routes questions to the relevant topic guidance and notes when professional help is needed.

kangarooking/cangjie-skill · 255 tokens

decision-heuristics

A set of heuristics for making difficult personal decisions such as changing jobs, buying a home, moving, forming a partnership, or getting married. It is intended for major choices, not everyday decisions.

kangarooking/cangjie-skill · 136 tokens

hourly-rate-time

A time-management method based on assigning a high personal value to each hour. It treats time as a limited resource and uses that value to decide which tasks to do, outsource, or skip.

kangarooking/cangjie-skill · 146 tokens