thinking-theory-of-constraints

thinking-theory-of-constraints is a skill for Claude Code from tjboudreaux/cc-thinking-skills. It costs 37 tokens per session (744 once invoked), scanned A, original, MIT.

A problem-solving method for systems where one stage limits the overall speed or output. It focuses on finding that limiting stage and improving it in a set order.

In plain words
What is it for?
It helps diagnose queues, slow pipeline stages, and capacity problems, then guides efforts to use, support, improve, and recheck the limiting stage.
Why use it?
It prevents time and resources being spent on parts of a pipeline that do not control the final throughput or latency.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Part of the cc-thinking-skills plugin — 28 skills shipped together

Good fit It helps diagnose queues, slow pipeline stages, and capacity problems, then guides efforts to use, support, improve, and recheck the limiting stage.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tjboudreaux/cc-thinking-skills/thinking-theory-of-constraints
About the project

Claude Code Thinking Skills is a catalogue of 28 portable skills that give coding agents structured procedures for reasoning about decisions, diagnosis, risk, strategy, and related problems. It is intended for Claude Code, GitHub Copilot, Codex, Cursor, and other tools that support Agent Skills.

tjboudreaux/cc-thinking-skills · 1,306 stars · on GitHub

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 tjboudreaux/cc-thinking-skills --skill thinking-theory-of-constraints
Clone the repo
git clone --depth 1 https://github.com/tjboudreaux/cc-thinking-skills

Made for: Claude Code.

Or install cc-thinking-skills, the plugin that ships this one along with the rest of its 28 skills.

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 thinking-theory-of-constraints

README.md
[![agentmods](https://agentmods.dev/badge/skills/tjboudreaux/cc-thinking-skills/thinking-theory-of-constraints/github.svg)](https://agentmods.dev/skills/tjboudreaux/cc-thinking-skills/thinking-theory-of-constraints)
Your own site
<a href="https://agentmods.dev/skills/tjboudreaux/cc-thinking-skills/thinking-theory-of-constraints"><img src="https://agentmods.dev/badge/skills/tjboudreaux/cc-thinking-skills/thinking-theory-of-constraints/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 thinking-theory-of-constraints

Your own site · 80×15
<a href="https://agentmods.dev/skills/tjboudreaux/cc-thinking-skills/thinking-theory-of-constraints"><img src="https://agentmods.dev/badge/skills/tjboudreaux/cc-thinking-skills/thinking-theory-of-constraints.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 744 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. Third-party audits
  • Socket pass 12 Mar 2026
  • Snyk pass 12 Mar 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00037 $0.00744
Opus 5 $0.00018 $0.00372
Sonnet 5 $0.00007 $0.00149
Haiku 4.5 $0.00004 $0.00074

Measured 12d ago against content hash 0a5c64afacbd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

thinking-theory-of-constraints 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 12d 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/thinking-theory-of-constraints/SKILL.md · 56 lines

How it starts

The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Theory of Constraints

A throughput-limited system has one binding constraint. Improve only that constraint; local optimization of non-constraints wastes effort and often grows WIP.

When to Use

  • Latency or throughput goal where one stage dominates time or rate.
  • Work piles up before one stage; downstream idles.
  • Adding capacity/workers elsewhere does not raise end-to-end output.
  • Need ordered plan: exploit cheaply before spending to elevate.

When NOT to Use

  • Load is spread; no stage dominates—use systems for interactions.
  • Problem is correctness/fault, not flow rate—debug the fault.
  • Bottleneck hops every run due to coupling/contention without a stable stage—systems or concurrency design, not five focusing steps.
  • Constraint already known and a cheap fix is ready—apply it without ceremony.

Procedure

  1. Define the flow and goal. Name the unit of work (request, job, PR, record) and the metric that matters (end-to-end rate or latency).
  2. Identify the constraint with evidence. Compare stages on utilization, queue/wait, and throughput. Constraint signals: near-100% use, longest queue, lowest stage rate, work piles here, more input does not raise system output. Prefer measured rates over opinions. If two candidates tie, pick the one whose improvement would raise system throughput first.
  3. Exploit (no major spend). Maximize constraint output: cut idle, drop nonessential work on the constraint, reduce rework/setup, protect its time, improve quality at the constraint so output is not wasted. Estimate gain before spending.
  4. Subordinate non-constraints. Pace upstream to constraint rate; do not flood WIP. Make other stages serve the constraint (readiness, clarity, immediate pull). Reject local utilization targets that grow queues before the constraint.
  5. Elevate only if still short. After exploit is maxed, invest to raise constraint capacity (people, tooling, sharding, parallel path). Choose cheapest adequate elevation.
  6. Recheck (prevent inertia). After elevation or large exploit, remeasure all stages—the constraint often moves. Return to step 2. Do not keep optimizing the old constraint.

Read the full file on GitHub · 56 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. 12d ago First seen · 56 lines · 37 tokens per session scan A 0a5c64afacbd

Subscribe to this mod's changes

thinking-theory-of-constraints is a skill published in the GitHub repository tjboudreaux/cc-thinking-skills (1,306 stars, last pushed 1mo ago), licensed MIT. It adds 37 tokens to every session and 744 once invoked, about $0.0002 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 2026-08-30.

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