evidence-based-citations

evidence-based-citations is a skill for Claude Code, Codex from OpenHands/extensions. It costs 47 tokens per session (716 once invoked), scanned A, original, MIT.

A reference for adding official, checkable sources to factual claims and field values. It requires an exact supporting quote and a link to the source.

In plain words
What is it for?
Filling catalogue fields, answering source-sensitive questions, and documenting claims using product documentation, standards, API references, or project source code.
Why use it?
It helps prevent unsupported statements and makes it possible for readers to verify where each claim came from.

Skill for Claude CodeCodex

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

Good fit Filling catalogue fields, answering source-sensitive questions, and documenting claims using product documentation, standards, API references, or project source code.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/openhands/extensions/evidence-based-citations
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 OpenHands/extensions --skill evidence-based-citations
Clone the repo
git clone --depth 1 https://github.com/OpenHands/extensions

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 evidence-based-citations

README.md
[![agentmods](https://agentmods.dev/badge/skills/openhands/extensions/evidence-based-citations/github.svg)](https://agentmods.dev/skills/openhands/extensions/evidence-based-citations)
Your own site
<a href="https://agentmods.dev/skills/openhands/extensions/evidence-based-citations"><img src="https://agentmods.dev/badge/skills/openhands/extensions/evidence-based-citations/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 evidence-based-citations

Your own site · 80×15
<a href="https://agentmods.dev/skills/openhands/extensions/evidence-based-citations"><img src="https://agentmods.dev/badge/skills/openhands/extensions/evidence-based-citations.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 716 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
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Anti-Refusal · line 45
    Skill instructs the agent to never refuse or to always comply. Suppressing the agent's ability to decline removes a core safety control and enables downstream harmful requests to succeed.
    Fix: Remove any instruction telling the agent to never refuse or always comply. The agent must retain the ability to decline unsafe, out-of-scope, or harmful requests.
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 $0.00047 $0.00716
Opus 5.5 $0.00019 $0.00286
Sonnet 5.5 $0.00009 $0.00143
Haiku 4.5 $0.00005 $0.00072

Measured 1mo ago against content hash ebd2645e8e36, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

evidence-based-citations 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/evidence-based-citations/SKILL.md · 60 lines

How it starts

The opening of the file, as written. The whole thing — 60 lines — stays where its author put it; the contents beside it link to each section on GitHub.

The user wants every field value or factual claim you produce in the current response to be backed by an official, verifiable source. Apply this skill to the response that triggered it; do not assume it stays active for the rest of the conversation unless the user clearly asks for it to.

Output format

For each field or claim, respond with exactly these four labeled lines:

  • Field: the field name (or a short description of the claim)
  • Value: the value you are assigning (or the claim itself)
  • Quote: the exact verbatim text from the source that supports the value
  • Source: the official URL where the quote can be found

When there are multiple fields, repeat the block once per field. Keep blocks separated by a blank line.

Source selection rules

  1. Prefer primary sources, in this order:
    • Official product / project documentation
    • Standards documents (RFCs, W3C specs, ISO standards)
    • Official API references
    • Source code in the project's own repository
  2. Accept secondary sources (blog posts, Stack Overflow, forum threads, news articles, third-party tutorials) only as a last resort, and clearly label them as such in Source.
  3. The Quote field must contain text that actually appears at the Source URL. Do not paraphrase inside the quote, and do not stitch together text from different parts of the page without making the cut explicit (e.g. with …).
  4. If you cannot find an official source for a value, say so explicitly:
    • Source: No official source found. Then either omit the value, mark it as unverified, or ask the user how to proceed. Never invent a quote or URL.

When to fetch

  • If you have a browser / fetch tool available, retrieve the source page and copy the quote directly from it before responding.
  • If you do not have a fetch tool, always respond with Source: No official source found. rather than citing URLs from memory. LLMs cannot reliably verify URL accuracy or quote fidelity without actually fetching the page, even when a URL feels familiar.

Read the full file on GitHub · 60 lines

Files

What ships with it

4 files 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 First seen · 60 lines · 47 tokens per session scan A ebd2645e8e36

Subscribe to this mod's changes

evidence-based-citations is a skill published in the GitHub repository OpenHands/extensions (167 stars, last pushed today), licensed MIT. It adds 47 tokens to every session and 716 once invoked, about $0.0002 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 2026-08-30.

Related

Other skills, from other repositories

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

chat-pet-sprite-creation

Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.

microsoft/vscode · 53 tokens

cpu-profile-analysis

Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…

microsoft/vscode · 71 tokens

insight-error-page

Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…

vercel/next.js · 83 tokens