pyramid-source-integrity

pyramid-source-integrity is a skill for Claude Code from tyroneross/pyramid-principle. It costs 50 tokens per session (1,533 once invoked), scanned A, original, Apache-2.0.

A checking guide for verifying sources, factual claims, calculations, and data used in structured writing.

In plain words
What is it for?
Use it to check claims before drafting and recheck factual or numerical statements in the finished text.
Why use it?
It helps prevent unsupported or mismatched facts from appearing in reports, summaries, or other writing.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Part of the pyramid-principle plugin — 6 skills, 1 command shipped together

Good fit Use it to check claims before drafting and recheck factual or numerical statements in the finished text.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tyroneross/pyramid-principle/pyramid-source-integrity
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 tyroneross/pyramid-principle --skill pyramid-source-integrity
Clone the repo
git clone --depth 1 https://github.com/tyroneross/pyramid-principle

Made for: Claude Code.

Or install pyramid-principle, the plugin that ships this one along with the rest of its 6 skills, 1 command.

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 pyramid-source-integrity

README.md
[![agentmods](https://agentmods.dev/badge/skills/tyroneross/pyramid-principle/pyramid-source-integrity/github.svg)](https://agentmods.dev/skills/tyroneross/pyramid-principle/pyramid-source-integrity)
Your own site
<a href="https://agentmods.dev/skills/tyroneross/pyramid-principle/pyramid-source-integrity"><img src="https://agentmods.dev/badge/skills/tyroneross/pyramid-principle/pyramid-source-integrity/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 pyramid-source-integrity

Your own site · 80×15
<a href="https://agentmods.dev/skills/tyroneross/pyramid-principle/pyramid-source-integrity"><img src="https://agentmods.dev/badge/skills/tyroneross/pyramid-principle/pyramid-source-integrity.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,533 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 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 $0.00050 $0.01533
Opus 5 $0.00025 $0.00766
Sonnet 5 $0.00010 $0.00307
Haiku 4.5 $0.00005 $0.00153

Measured 9d ago against content hash 635d2a5c9921, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

pyramid-source-integrity 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 9d 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/pyramid-source-integrity/SKILL.md · 118 lines

How it starts

The opening of the file, as written. The whole thing — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Pyramid Source Integrity

Purpose

Check factual content without taking over the writing or storyline. pyramid-principle-core and the format skills own structure and expression.

Use the light check by default. Use strict trace mode only when the task needs an audit-ready claim packet, a closed source set, conflicting sources, a high-risk decision, or separate verification around a smaller drafting model.

Light Check

Run three distinct operations when the artifact materially depends on facts or data:

  1. Check: Clear each factual claim and derived value before drafting.
  2. Write: Give the structural skill only the cleared claims and necessary evidence limits.
  3. Recheck: Compare every factual or evaluative clause, headline, table entry, and number with the cleared claims. Include claims carried by verbs, adjectives, and adverbs. Correct or remove any mismatch.

Keep the check internal unless the user requests a fact-check report or an unresolved evidence gap prevents reliable writing.

For each factual claim or derived value, record only what the writer needs:

  • the exact claim;
  • its type: supplied fact, derived value, inference, recommendation, or opinion;
  • a specific source and exact locator;
  • High, Medium, Low, or Unverified confidence and a short reason; and
  • any population, period, geography, unit, denominator, qualifier, or causal limit that the wording must preserve.

Do not create a separate permitted use field. Confidence already determines the drafting action:

Confidence Drafting action
High State directly without strengthening the source.
Medium Attribute the source or state the limitation.
Low Keep out of central support; use only as a limitation or verification lead.
Unverified Exclude as fact and name the missing evidence when the gap matters.

Confidence describes support for the exact claim. It is not a probability or a guarantee. Never invent a numerical confidence score. A user-supplied source that was not independently checked cannot exceed Medium.

Read the full file on GitHub · 118 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. 9d ago First seen · 118 lines · 50 tokens per session scan A 635d2a5c9921

Subscribe to this mod's changes

pyramid-source-integrity is a skill published in the GitHub repository tyroneross/pyramid-principle (28 stars, last pushed 2d ago), licensed Apache-2.0. It adds 50 tokens to every session and 1,533 once invoked, about $0.0003 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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