paperlab_case_thread_continuity

paperlab_case_thread_continuity is a skill for Claude Code, Codex from equinor/neqsim. It costs 45 tokens per session (403 once invoked), scanned A, original, Apache-2.0.

A consistency tracker for books that reuse the same field, facility, well, pipeline, process, or economic case across multiple chapters. It records case parameters, units, sources, scenarios, and changes.

In plain words
What is it for?
Use it to maintain recurring teaching cases across theory, notebooks, exercises, and capstone studies.
Why use it?
It prevents values, names, or assumptions from drifting silently between chapters. Reviewers can distinguish intentional scenario changes from stale values or contradictions.

Skill for Claude CodeCodex

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

Good fit Use it to maintain recurring teaching cases across theory, notebooks, exercises, and capstone studies.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/equinor/neqsim/paperlab_case_thread_continuity
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 equinor/neqsim --skill paperlab_case_thread_continuity
Clone the repo
git clone --depth 1 https://github.com/equinor/neqsim

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 paperlab_case_thread_continuity

README.md
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Your own site
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Your own site · 80×15
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Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 403 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 $0.00045 $0.00403
Opus 5 $0.00023 $0.00201
Sonnet 5 $0.00009 $0.00081
Haiku 4.5 $0.00005 $0.00040

Measured 6d ago against content hash da8d97c351d8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

paperlab_case_thread_continuity 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 6d 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.

neqsim-paperlab/skills/paperlab_case_thread_continuity/SKILL.md · 63 lines

What it actually says

PaperLab Case Thread Continuity

When to Use

USE WHEN: chapters reuse the same field, facility, well, pipeline, process, or economic case across theory, notebooks, exercises, and capstone studies.

Pair with:

  • paperlab_chapter_flow_editor for narrative transitions,
  • paperlab_book_knowledge_graph for case graph links,
  • paperlab_notebook_regression_baselines for computed case outputs.

Registry Fields

Track recurring case parameters with:

  • case id and public display name,
  • parameter name and unit,
  • base value and uncertainty range,
  • source or chapter of origin,
  • scenario tag,
  • intended teaching role,
  • confidentiality status.

Drift Classes

Class Meaning
intentional-scenario value changes because scenario changes
rounding harmless numerical rounding
stale-value old value remains after later update
naming-drift same object has multiple names
contradiction incompatible values without explanation

Output Schema

{
  "case_id": "ultima_thule",
  "parameter": "export_pressure_bara",
  "values": [
    {"chapter": "ch26", "value": 120.0, "unit": "bara"},
    {"chapter": "ch31", "value": 150.0, "unit": "bara"}
  ],
  "classification": "intentional-scenario",
  "required_note": "Explain that Chapter 31 evaluates the high-pressure export case."
}

Safety Rules

  • Protect private case identifiers and document names.
  • Do not collapse uncertainty ranges to one number.
  • Do not erase scenario variation that supports teaching.
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. 6d ago First seen · 63 lines · 45 tokens per session scan A da8d97c351d8

Subscribe to this mod's changes

paperlab_case_thread_continuity is a skill published in the GitHub repository equinor/neqsim (151 stars, last pushed today), licensed Apache-2.0. It adds 45 tokens to every session and 403 once invoked, about $0.0002 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 2026-09-03.

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