iso-24495-3
Sector-specific Plain Language standard for science and technical writing (ISO 24495-3:2026). Applied during software documentation, architecture specs, and technical analysis.
Supply asset profile
Research and knowledge work
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
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-24495-3
Maintenance
fresh
2d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
89
66/100 Quality · 68/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · SKILL.md excerpt is truncated in the review, but the provided content is clear and complete enough for evaluation.
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
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA 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.
Stars
89 GitHub stars
Repo activity
89 stars, 4 forks
Maintenance
2d since push
License
MIT
Install
npx skills add GaZmagik/iso-24495 --skill iso-24495-3
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- SKILL.md excerpt is truncated in the review, but the provided content is clear and complete enough for evaluation.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- GitHub adoption: 89 GitHub stars
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.
Suited tasks
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Search sources
Suited agents
Install decision
- Command
- npx skills add GaZmagik/iso-24495 --skill iso-24495-3
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 60/100
- Audit
- 76/100
- 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-24495-3Do not use when
- teams that need a vendor-supported SLA
- production agents without a repository review
- SKILL.md excerpt is truncated in the review, but the provided content is clear and complete enough for evaluation.
- High-risk permission hints: Shell or command execution
- Financial research output is not financial advice; require human review before any live investment decision
Alternative
Last30days Skill
53.5K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
Academic Research Skills
38.4K Stars
npx skills add Imbad0202/academic-research-skills
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28.0K Stars
npx skills add assafelovic/gpt-researcher
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19.8K Stars
npx skills add Alibaba-NLP/DeepResearch
Agent safety v2
48/100 · Avoid automatic install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
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-risk permission hints: Shell or command execution
- Financial research output is not financial advice; require human review before any live investment decision
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.
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-24495-3Agent 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 JSON
/api/agent/resolve?task=Use%20iso-24495-3%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20iso-24495-3%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/gazmagik-iso-24495-3/install
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-24495-3 in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20iso-24495-3%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/gazmagik-iso-24495-3/install
Install command: npx skills add GaZmagik/iso-24495 --skill iso-24495-3
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.
Install handoff
/api/skills/gazmagik-iso-24495-3/install
LLM text format
/api/skills/gazmagik-iso-24495-3/install?format=text
Find alternatives
/api/skills/search?q=iso-24495-3&limit=3
Agent prompt
Use iso-24495-3 for this task. Review https://www.openagentskill.com/api/skills/gazmagik-iso-24495-3/install, then install with: npx skills add GaZmagik/iso-24495 --skill iso-24495-3Registry 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.
Manifest
/api/registry/manifest/gazmagik-iso-24495-3
LLM text
/api/registry/manifest/gazmagik-iso-24495-3?format=text
Install alias
/api/registry/install/gazmagik-iso-24495-3
Recommend
/api/registry/recommend?task=Use%20iso-24495-3%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
Needs review · 76/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Fallback candidate for Research agents
Prototype with this skill first; keep a fallback candidate ready.
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
- 66/100 quality profile
- 2 OpenAgentSkill engagement events
review first
- SKILL.md excerpt is truncated in the review, but the provided content is clear and complete enough for evaluation.
Implementation path
- 1Install it in a sandbox agent and run one Research agents task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 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.
GitHub adoption
CHECK89 GitHub stars
Stars/forks activity
CHECK89 stars, 4 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
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
- SKILL.md excerpt is truncated in the review, but the provided content is clear and complete enough for evaluation.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- GitHub adoption: 89 GitHub stars
- Stars/forks activity: 89 stars, 4 forks; issue activity unavailable in current metadata
- 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.
Workflow fit
Use this skill in these scenarios
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
Document processing
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Publish consistently
Content automation
I need my agent to turn research and product updates into useful content drafts.
Workflow fit
Add it to a complete workflow
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
RAG knowledge base
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Compare before you install
Similar skills that may fit this task.
Last30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
GPT Researcher
Run autonomous deep research over web and local sources
DeepResearch
Tongyi Deep Research, the Leading Open-source Deep Research Agent
Overview
--- name: iso-24495-3 description: Sector-specific Plain Language standard for science and technical writing (ISO 24495-3:2026). Applied during software documentation, architecture specs, and technical analysis. metadata: version: "0.6.0" iso-standard: "ISO 24495-3:2026" iso-status: "published" ---
# ISO 24495-3:2026 - Plain Language (Science and Technical Communication)
Extends ISO 24495-1:2023 for software architecture, technical documentation, algorithm explanations, code reviews, and scientific analysis.
## Scope & Execution Boundaries
1. **Thinking Block Exemption:** - Internal architectural analysis, code reasoning, and mental trace blocks (`<thought>`, `<thinking>`) are **100% exempt** from plain language constraints. - Reason freely within thinking blocks. Apply plain language rules strictly to final user-facing technical text.
2. **Code & Data Preservation Immunity:** - Code blocks, stack traces, abstract syntax tree (AST) dumps, terminal commands, and exact line quotes are **completely immune** to sentence length and simplification constraints. Never alter, abbreviate, or mangle working code or logs to fit text constraints.
---
## Quantitative Rules & Hard Constraints (User-Facing Output)
1. **Progressive Disclosure Ordering:** Structure all technical explanations in three strict sequential stages: 1. **System Purpose:** High-level operational intent (1 sentence). 2. **Architecture & Data Flow:** Diagram (Mermaid) or summary table. 3. **Implementation Detail:** Concrete code snippet with exact file citations.
2. **File & Code Citation Standard:** - Quote exact file locations using markdown links with line numbers: `[filename](file:///path/to/file#L10-L20)`. - Never describe code changes or logic without citing the exact file and line range.
3. **Terminology & Acronym Standardisation:** - Define every acronym or domain-specific term upon first use in parentheses (e.g. *"Abstract Syntax Tree (AST)"*). - Use consistent symbol names across text, code snippets, and diagrams.
---
## Contrastive Examples
### Example 1: Concurrency Control Explanation * ❌ **Not aligned (Dense & Abstract):** ```text In order to prevent race conditions during concurrent state mutations within the execution pipeline, a mutex lock mechanism is introduced prior to updating the shared buffer allocation in memory. ``` * ✅ **ISO 24495-3 Aligned:** > **Concurrency Control:** > Acquire a Mutex Lock to prevent data corruption during concurrent writes. > > **Implementation:** > The locking logic is implemented in [`state_manager.rs:L45-L52`](file:///src/state_manager.rs#L45-L52): > ```rust > let _guard = self.mutex.lock().unwrap(); > self.buffer.update(data); > ```
---
## Pre-Output Self-Audit Checklist
Before outputting technical text, audit against these checks: - [ ] **Progressive structure:** Is system purpose stated before architecture and code? - [ ] **Exact citations:** Are code citations backed by `file:///` links and line numbers? - [ ] **Acronym definitions:** Are acronyms and specialized terms defined upon first use? - [ ] **Visual aids:** Are diagrams or tables used to explain multi-step flows? - [ ] **Code immunity:** Are code snippets and commands intact and un-mangled?
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Aug 21, 2026
- Published
- Aug 21, 2026
Decision snapshot
Fallback candidate
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 77/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- 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
Scenario-led draft for iso-24495-3, ready for a manual X post.
iso-24495-3: Sector-specific Plain Language standard for science and technical writing (ISO 24495-3:2026).... 89 stars https://www.openagentskill.com/skills/gazmagik-iso-24495-3?ref=x
Optional reply with install command
Listing + install path for iso-24495-3: https://www.openagentskill.com/skills/gazmagik-iso-24495-3?ref=x Install: npx skills add GaZmagik/iso-24495 --skill iso-24495-3
Listing source
Registry indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- GaZmagik
- Source
- GaZmagik/iso-24495
- 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 skillOwner 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.
[](https://www.openagentskill.com/skills/gazmagik-iso-24495-3)
[](https://www.openagentskill.com/skills/gazmagik-iso-24495-3)
[](https://www.openagentskill.com/skills/gazmagik-iso-24495-3/audit)
[](https://www.openagentskill.com/skills/gazmagik-iso-24495-3)Author
GaZmagik
@gazmagik
Tags
Platform fit
Health signals
- GitHub stars
- 89
- Quality score
- 37/100
- Last GitHub push
- Aug 21, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 2
- 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
- GitHub adoption89 GitHub starsCHECK
- Stars/forks activity89 stars, 4 forks; issue activity unavailable in current metadataCHECK
- Recent maintenance2d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcommand execution surfaceINFO
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