concept

concept is a skill for Claude Code from jlifyio/wyx. It costs 73 tokens per session (2,681 once invoked), scanned A, original, MIT.

A coding guide for creating and checking CONCEPT.md files, which briefly describe what a software module is and how it should work.

In plain words
What is it for?
It helps design new modules, describe existing ones, check for design drift, and identify boundary problems such as using another module's internal code.
Why use it?
It reduces the need to understand a large codebase before changing a module and helps find when the written design no longer matches the code.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the wyx plugin — 5 skills, 3 hooks shipped together

Good fit It helps design new modules, describe existing ones, check for design drift, and identify boundary problems such as using another module's internal code.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jlifyio/wyx/concept
View source ↗ jlifyio/wyx
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 jlifyio/wyx --skill concept
Clone the repo
git clone --depth 1 https://github.com/jlifyio/wyx

Made for: Claude Code.

Or install wyx, the plugin that ships this one along with the rest of its 5 skills, 3 hooks.

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 concept

README.md
[![agentmods](https://agentmods.dev/badge/skills/jlifyio/wyx/concept/github.svg)](https://agentmods.dev/skills/jlifyio/wyx/concept)
Your own site
<a href="https://agentmods.dev/skills/jlifyio/wyx/concept"><img src="https://agentmods.dev/badge/skills/jlifyio/wyx/concept/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 concept

Your own site · 80×15
<a href="https://agentmods.dev/skills/jlifyio/wyx/concept"><img src="https://agentmods.dev/badge/skills/jlifyio/wyx/concept.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,681 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 $0.00073 $0.02681
Opus 5.5 $0.00029 $0.01072
Sonnet 5.5 $0.00015 $0.00536
Haiku 4.5 $0.00007 $0.00268

Measured 1mo ago against content hash 670636c9e6a4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

concept 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 1mo 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/concept/SKILL.md · 177 lines

How it starts

The opening of the file, as written. The whole thing — 177 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Bounded Concept Design

Generate a concept specification — a structured description of a module that serves as compressed context for code generation. A concept spec replaces reading 200+ lines of implementation with a 30-line bounded description of what the module IS.

How to interpret $ARGUMENTS

Determine the mode from the argument:

  • Path to directory/file (e.g. src/lib/server/auth/): Retrofit mode — read the existing code and propose a concept spec that describes what is already there. Flag any boundary violations you find (imports from other modules' internals, shared mutable state, etc.)
  • Feature description (e.g. Portfolio tracking with watchlists): Greenfield mode — design a new concept spec from the description. Enforce decomposition: if the feature has multiple independent purposes, split into multiple concepts.
  • drift or check (with optional path, e.g. drift src/lib/server/): Drift detection mode — compare existing CONCEPT.md/PIPELINE.md specs against current code. Produce a structured drift report showing what has diverged.
  • No arguments: Discovery mode — analyze the project structure and propose which modules should have concept specs. List each candidate with a one-line purpose. Do NOT generate full specs; ask the user which ones to elaborate. After listing concept candidates, if the project has data transformation patterns or cross-concept coordination, briefly note that /wyx:pipeline and /wyx:sync are available for those patterns.

Concept Spec Format

Write the spec as a CONCEPT.md file placed next to the implementation code (e.g. src/lib/server/auth/CONCEPT.md).

Use this exact structure:

# concept: [Name] [TypeParam]

## purpose
[Single sentence: what this module does and for whom]

## state
- [field]: [TypeParam] -> [type]
- [field]: [TypeParam] -> [type]

## actions

### [action-name] [input1: Type, input2: Type] => [output: Type]
[1-3 lines: what this action does, when it succeeds, when it fails]

### [action-name] [input1: Type] => [result: Type] | [error: String]
[behavior description with error cases as separate output patterns]

## operational principle
after [action]([args])
  => [expected output]
then [action]([args])
  => [expected output]
[This is simultaneously a behavioral contract and a test seed.
Write scenarios that define correct behavior. Multiple scenarios OK.]

## interactions
[Optional. How this concept coordinates with others.]
- when [ExternalConcept/action] completes, [this concept/action] should follow
Use `ConceptName.actionName()` syntax for cross-concept references — these are validated during drift detection.

## dependencies
[Optional. External concepts this module depends on.]
- [ExternalConcept]: [what this concept needs from it]

## known coupling
[Optional. Intentional cross-concept data access that bypasses action interfaces.
Each entry: resource, access pattern, reason, and resolution status.]
- [ExternalConcept/resource]: [access pattern] — reason: [why] — status: keep|refactor|defer

Read the full file on GitHub · 177 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 1mo ago Changed 670636c9e6a4
  2. 1mo ago Changed · +2 lines 02adcbf59fc1
  3. 2mo ago First seen · 175 lines · 73 tokens per session scan A f08f19d50ca2

Subscribe to this mod's changes

concept is a skill published in the GitHub repository jlifyio/wyx (3 stars, last pushed 29d ago), licensed MIT. It adds 73 tokens to every session and 2,681 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-08-31.

Related

concept compared with skills from other repositories

concept next to 6 skills from other repositories
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security-auditkarsten-s-nielsen/mad-scientist-skillsSkill31mo agoMITA167Claude Code