iso-24495-code

REVIEW · 63
Registry indexed

Plain language applied to source code (ISO 24495-1:2023 principles). Governs the parts of code a person reads: the order units appear in, their names, comments, and error messages. Applied when writing or restructuring code, not when explaining it.

Verified installs0
Stars89
Version1.0.0
Quality67/100 · Promising
Trust63/100 · Sandbox only
Audit78/100 · Needs review

Supply asset profile

Research and knowledge work

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

Browse track

Scenario

Research agents

I need my agent to research a topic, compare sources, and produce a concise report.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add GaZmagik/iso-24495 --skill iso-24495-code

Maintenance

fresh

1d since push

Risk

Needs review

Dependency or permission surface needs review

GitHub quality

89

67/100 Quality · 71/100 Trust

Coverage tags

ResearchResearch agentsagent-skill

Review notes

Dependency or permission surface needs review · Permission surface may require sandboxing

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Promising
67

Useful candidate, but compare it with alternatives before adopting.

Trust

Sandbox only
63

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
78

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

CodexClaude CodeCursorOpenAgentSkill CLI

Stars

89 GitHub stars

Repo activity

89 stars, 4 forks

Maintenance

1d since push

License

MIT

Install

npx skills add GaZmagik/iso-24495 --skill iso-24495-code

Install safety

standard package or runtime install path

Permission surface

secrets or environment access, filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Usable metadata, review docs

Risk summary

Review before production

  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • GitHub adoption: 89 GitHub stars
  • Stars/forks activity: 89 stars, 4 forks; issue activity unavailable in current metadata

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Research agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Search sources

Suited agents

CodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add GaZmagik/iso-24495 --skill iso-24495-code
Policy
review
Human review
yes

Trust and risk

Trust
63/100
Audit
78/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add GaZmagik/iso-24495 --skill iso-24495-code

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No OpenAgentSkill engagement data yet
  • High-risk permission hints: Secrets or environment access
  • Dependency or permission surface needs review

Agent safety v2

46/100 · Avoid automatic install

Experimentalreview

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

Test manually in an isolated workspace and compare against safer alternatives.

Resolve via API

medium

Browser automation

Skill may drive a browser or interact with web pages.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

high

Secrets or environment access

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

  • High-risk permission hints: Secrets or environment access
  • Dependency or permission surface needs review

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install gazmagik-iso-24495-code

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use iso-24495-code in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20iso-24495-code%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/gazmagik-iso-24495-code/install
Install command: npx skills add GaZmagik/iso-24495 --skill iso-24495-code
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Agent prompt

Use iso-24495-code for this task. Review https://www.openagentskill.com/api/skills/gazmagik-iso-24495-code/install, then install with: npx skills add GaZmagik/iso-24495 --skill iso-24495-code

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Agent fit

66/100

Research agents

Platforms

Claude Code

Audit report

Needs review · 78/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Fallback candidate for Research agents

Prototype with this skill first; keep a fallback candidate ready.

66
Readiness
Prototype
Stage

Role in stack

Fallback candidate

Primary fit

Research agents

Trust label

Prototype first

Install path

Command ready

Use when

  • Research agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 67/100 quality profile

review first

  • No OpenAgentSkill engagement data yet

Implementation path

  1. 1Install it in a sandbox agent and run one Research agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

63
OpenAgentSkill Trust Score

GitHub adoption

CHECK

89 GitHub stars

Stars/forks activity

CHECK

89 stars, 4 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

1d since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • GitHub adoption: 89 GitHub stars
  • Stars/forks activity: 89 stars, 4 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: credential or environment access, external package install surface
  • Permission surface: secrets or environment access, filesystem or document access
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Promising candidate for agent workflows

Useful candidate, but compare it with alternatives before adopting.

67
GitHub stars
89
Freshness
1d ago
Install ready
Yes
License
MIT

Workflow fit

Use this skill in these scenarios

Workflow fit

Add it to a complete workflow

Alternative shortlist

Compare before you install

Similar skills that may fit this task.

Compare all

Overview

--- name: iso-24495-code description: Plain language applied to source code (ISO 24495-1:2023 principles). Governs the parts of code a person reads: the order units appear in, their names, comments, and error messages. Applied when writing or restructuring code, not when explaining it. metadata: version: "0.6.0" iso-standard: "ISO 24495-1:2023" iso-status: "published, applied by analogy to source code" ---

# Plain language in code

Extends ISO 24495-1 to source code. Code is read far more often than it is written, so the person reading it is the reader the standard is about.

**Scope**. This skill governs what a reader reads: the order units appear in, what they are called, what the comments say, and what an error tells the person who hits it.

It does not govern correctness, performance, or system design. It does govern local organisation, in rules 1 and 2, because where a unit sits and how far it reaches decide what a reader must hold in their head. For maintainability weaknesses such as complexity and dead code, use a code quality skill built on ISO/IEC 5055.

**This is an interpretation of ISO 24495-1 applied by analogy, not a conformance claim.**

## The four principles, in code

| Principle | In prose | In code | |---|---|---| | Findable | The reader can find what they need | The public entry point appears first | | Understandable | The reader understands it | Names say what the thing is, in the reader's words | | Relevant | The reader gets what they need | A comment says why; interface documentation says what | | Usable | The reader can act on it | An error names the problem and shows a safe value |

## Rules

### 1. Front-load the main path

**Put the public entry point at the top of the file**, before the helpers it calls. A reader opening the file meets the thing it does, then the detail, in that order. This is the code form of leading with the outcome.

Where a language forces declarations before use, put a short delegating entry point first and the implementation below it.

> Measured on 30 generated implementations of one specification. Without this rule the public > function landed anywhere in the file, and in half the files it was the last thing in it. > With the rule it sat in the first fifth of the file every time. > > The measure was chosen after those runs rather than before them, and the effect appeared in > one model family but not in the two others tested. Treat it as a hypothesis with a clean > separation, not a settled result.

### 2. One job per unit

A function does one thing that its name describes. **A name needing "and" is a prompt to look, not an instruction to split.** Some operations are genuinely single and named for a pair, as `compareAndSwap` is, and splitting those breaks them.

Helpers belong at the top level or as members of a class, rather than buried as closures inside the function they serve. A reader cannot reach a closure without reading its container first.

### 3. Name for the reader

- A name says what the thing **is** or **does**, in the vocabulary of someone who knows the domain but not this file. - **Use one name for one concept throughout.** If it is a `token` here it is not a `lexeme` three functions later. Elegant variation confuses code exactly as it confuses prose. - Prefer a longer name that reads to a shorter one that must be decoded. `remainingBudget` beats `rb`.

### 4. A comment says why; interface documentation says what a caller needs

A comment earns its place when it records something a reader cannot recover from the code: a reason, a constraint, a rejected alternative, a bug it guards against.

**Delete a comment that merely restates the line beneath it**, and delete commented-out code.

This is not a rule against documentation. An interface comment tells a caller what a function returns, when it returns nothing, and what it throws. That is the reader's work being done for them, so it belongs there even when the body makes it obvious.

### 5. An error message serves the person who hits it

An error names the problem, shows a value it is safe to show, and where it helps, says what to do instead. Write it in the words its reader would use, so it can be acted on without opening the source.

**Never put a secret in an error.** A credential, token, key, password, session identifier or personal detail must not appear in a message, because messages reach logs, telemetry and screens. Name the field and describe the fault instead: `API token rejected: expected 32 characters, got 8`. Where you cannot show a value safely, show its shape.

**A value on this path has just failed validation, so its contents are unknown.** Naming the field does not make them safe: whatever the caller passed is what reaches the log. Report the format you expected and the shape of what arrived, never the value itself.

``` Bad: throw new Error("invalid input") Good: throw new TypeError( `Duration must be a number followed by ms, s, m, h or d; got ${duration.length} characters`) Good: throw new Error(`API token rejected: expected 32 characters, got ${token.length}`) ```

Quote a value only where you control it, such as one you have already matched against a fixed set. Then the set, not the caller, decides what can appear.

### 6. Prefer the plain construction

Where two constructions are equally correct, use the one a competent reader understands without pausing. Cleverness that needs a comment to explain it has already failed.

## What this skill does not do

- It does not require comments. A file with no comments and clear names is fine. - It does not set a line count for a function. Use `iso-5055-code-quality` for size and complexity thresholds, which are measurable. - It does not apply to generated code, vendored code, or code whose layout a formatter owns.

## Applying it to existing code

Change the reading order and the language. Do not restructure behaviour in the same pass, and never move code and change it at once, because the diff stops being reviewable.

Technical details

Version
1.0.0
License
MIT
Last updated
Aug 21, 2026
Published
Aug 21, 2026

Decision snapshot

Fallback candidate

66
Ready
Prototype
Stage

recent repository activity

Audit

Install review

Install and adoption review

78
Needs review
Security
79/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
Recent failure
Outcomes
0
Output quality
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Growth loop

Share kit

X

Scenario-led draft for iso-24495-code, ready for a manual X post.

Curator note
iso-24495-code: Plain language applied to source code (ISO 24495-1:2023 principles). Governs the parts of cod...

89 stars

https://www.openagentskill.com/skills/gazmagik-iso-24495-code?ref=x
Open X draft
Optional reply with install command
Listing + install path for iso-24495-code:
https://www.openagentskill.com/skills/gazmagik-iso-24495-code?ref=x

Install: npx skills add GaZmagik/iso-24495 --skill iso-24495-code

Listing source

Registry indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
GaZmagik
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Registry indexed listing is attributed to GaZmagik but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/gazmagik-iso-24495-code?metric=listed&label=Listed)](https://www.openagentskill.com/skills/gazmagik-iso-24495-code)
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Author

G

GaZmagik

@gazmagik

Platform fit

Health signals

GitHub stars
89
Quality score
37/100
Last GitHub push
Aug 21, 2026
Framework hints
Unknown
OpenAgentSkill views
0
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

63
  • GitHub adoption89 GitHub starsCHECK
  • Stars/forks activity89 stars, 4 forks; issue activity unavailable in current metadataCHECK
  • Recent maintenance1d since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
  • Dependency/runtime riskcredential or environment access, external package install surfaceCHECK