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speck: Skill for Cursor

.cursor/skills/just-in-time-research/SKILL.md

just-in-time-research is a skill for Cursor from telum-ai/speck. It costs 27 tokens per session (897 once invoked), scanned A, original, no licence file.

A research step for checking facts outside the codebase before making important technical choices. It covers technology, standards, legal compliance, markets, and integrations.

In plain words
What is it for?
Researching external facts before choosing technologies, standards, compliance approaches, markets, or integrations.
Why use it?
It reduces the risk of basing decisions on incomplete or outdated information.

Skill for Cursor

Written for Cursor: installed under .cursor/.

This is telum-ai/speck's own configuration. It tells Cursor how to work on speck itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything speck configures →

not rated 2repo 2mo ago A scan 27 tokens no licence
View source ↗ telum-ai/speck
Reuse

Borrowing it

Nothing to install: this file belongs to telum-ai/speck. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/telum-ai/speck/main/.cursor/skills/just-in-time-research/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/telum-ai/speck

Made for: Cursor.

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 just-in-time-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/telum-ai/speck/just-in-time-research/github.svg)](https://agentmods.dev/skills/telum-ai/speck/just-in-time-research)
Your own site
<a href="https://agentmods.dev/skills/telum-ai/speck/just-in-time-research"><img src="https://agentmods.dev/badge/skills/telum-ai/speck/just-in-time-research/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 just-in-time-research

Your own site · 80×15
<a href="https://agentmods.dev/skills/telum-ai/speck/just-in-time-research"><img src="https://agentmods.dev/badge/skills/telum-ai/speck/just-in-time-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 27 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 897 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.
Origin unknown 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 $0.00027 $0.00897
Opus 5.5 $0.00011 $0.00359
Sonnet 5.5 $0.00005 $0.00179
Haiku 4.5 $0.00003 $0.00090

Measured 2mo ago against content hash b022038f0671, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

just-in-time-research 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 2mo 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.

.cursor/skills/just-in-time-research/SKILL.md · 111 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 2mo ago First seen · 111 lines · 27 tokens per session scan A b022038f0671

Subscribe to this mod's changes

just-in-time-research is a skill published in the GitHub repository telum-ai/speck (2 stars, last pushed 2mo ago), with no licence file. It adds 27 tokens to every session and 897 once invoked, about $0.0001 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 2026-08-31.

Research
Related

just-in-time-research compared with skills from other repositories

just-in-time-research next to 6 skills from other repositories
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just-in-time-researchtelum-ai/speckSkill22mo agononeA27Cursor
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playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
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