Agent skill

Tulingresearch Cache And Ledger

by meamaturinlove221 in meamaturinlove221/TuringResearch_plus

A skill your agent uses when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations.

Custom licenceAuto-check passedTesting & QA

Install Tulingresearch Cache And Ledger

skills CLI
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-cache-and-ledger -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-cache-and-ledger --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/tulingresearch-cache-and-ledger .claude/skills/tulingresearch-cache-and-ledger && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
tulingresearch-cache-and-ledger
GitHub stars
136
Token cost
~578 tokens
SKILL.md length
217 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
Custom licence

At a glance

A skill your agent uses when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations.

  • Changing shared cache
  • SKILL.md covers Role, When to use, Inputs and Outputs, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • StateLedger foundations

What it does

Tulingresearch Cache And Ledger is an agent skill from meamaturinlove221/TuringResearch_plus. Use when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations.

Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA. The repository describes itself as: Turn messy research goals into evidence ledgers, method cards, experiment routes, artifact audits, and advisor-ready reports.

When your agent uses it

  • Changing shared cache
  • StateLedger foundations

Example prompts

  • “/tulingresearch-cache-and-ledger”

What it can do on your machine

Read from SKILL.md and the folder at commit 48a7795. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Tulingresearch Cache And Ledger loads about 578 tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 217 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~30
When it runs · the whole SKILL.md, loaded when a task matches
~578

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 217 words (~578 tokens).

“Protect deterministic cache keys, cache metadata, failure retries, budget gates, and state ledger append behavior.”

— opening of SKILL.md by meamaturinlove221, Custom licence
name
tulingresearch-cache-and-ledger

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/tulingresearch-cache-and-ledger of meamaturinlove221/TuringResearch_plus.

Open the folder on GitHubat commit 48a7795

Compare with similar skills

Tulingresearch Cache And Ledger next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Tulingresearch Cache And Ledger compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tulingresearch Cache And Ledger this skillmeamaturinlove221/TuringResearch_plus136—~578Automated safety check: PassCustom licence
Web Application Testinganthropics/skills180k51 repos~966Automated safety check: PassApache-2.0
Diagnosing Bugsfossasia/eventyay-interpretation1.6k32 repos~2.1kAutomated safety check: PassApache-2.0
TDDpietheinstrengholt/rssmonster56430 repos~906Automated safety check: PassMIT
TDD WorkflowhellangleZ/burn-in-cceverywhere-ralph11211 repos~2.4kAutomated safety check: PassNone
TDDsanity-io/sanity6.4k20 repos~1kAutomated safety check: PassMIT

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More from meamaturinlove221/TuringResearch_plus

All 29 skills in this repo
  • Tulingresearch Architecture Contracts

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  • Tulingresearch Fusion Context Management

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  • Tulingresearch Fusion Convergence

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  • Tulingresearch Fusion Creative Ideation

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  • Tulingresearch Fusion Deep Insight

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    A skill your agent uses when maintaining gap analysis, insight generation, boundary maps, sensitivity probes, or reformulation.

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  • Tulingresearch Fusion Experiment Execution

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    A skill your agent uses when maintaining experiment design, constraints, scenarios, implementation plans, or result schemas.

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Categories

Questions about Tulingresearch Cache And Ledger

What does Tulingresearch Cache And Ledger do?

A skill your agent uses when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations. Tulingresearch Cache And Ledger is an agent skill from meamaturinlove221/TuringResearch_plus. Use when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations.

When should I use Tulingresearch Cache And Ledger?

Tulingresearch Cache And Ledger fits situations like: changing shared cache; stateLedger foundations.

How do I install Tulingresearch Cache And Ledger in Claude Code?

Run `npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-cache-and-ledger -a claude-code`. Or copy the skill folder (.agents/skills/tulingresearch-cache-and-ledger in meamaturinlove221/TuringResearch_plus) into .claude/skills/tulingresearch-cache-and-ledger in your project. Claude Code loads it when a task matches its description.

How do I install Tulingresearch Cache And Ledger in Codex?

Run `npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-cache-and-ledger -a codex`. Or copy the skill folder (.agents/skills/tulingresearch-cache-and-ledger in meamaturinlove221/TuringResearch_plus) into .agents/skills/tulingresearch-cache-and-ledger in your project. Codex loads it when a task matches its description.

Can I use Tulingresearch Cache And Ledger in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-cache-and-ledger -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tulingresearch-cache-and-ledger, .gemini/skills/tulingresearch-cache-and-ledger, .github/skills/tulingresearch-cache-and-ledger and .opencode/skills/tulingresearch-cache-and-ledger in your project.

What does Tulingresearch Cache And Ledger need to run?

SKILL.md names no scripts, command-line tools or credentials: Tulingresearch Cache And Ledger is instructions for the agent only.

Does Tulingresearch Cache And Ledger access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Tulingresearch Cache And Ledger safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Tulingresearch Cache And Ledger use?

Tulingresearch Cache And Ledger has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Tulingresearch Cache And Ledger use?

About 578 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Tulingresearch Cache And Ledger?

Skills that share tags, products or a category with Tulingresearch Cache And Ledger: Web Application Testing (anthropics/skills, 180k stars), Diagnosing Bugs (fossasia/eventyay-interpretation, 1.6k stars), TDD (pietheinstrengholt/rssmonster, 564 stars) and TDD Workflow (hellangleZ/burn-in-cceverywhere-ralph, 112 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tulingresearch Cache And Ledger?

meamaturinlove221 (a GitHub user) maintains it in meamaturinlove221/TuringResearch_plus, which has 136 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on June 2, 2026.

Source: meamaturinlove221/TuringResearch_plus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.