Agent skill

Debono

by fainshare in fainshare/Liam-Skills

Recover(归真·太虚五转):被过度批判命题的最强存活论证。触发词:归真, debono, 价值回溯, 被过度批判, 黄帽, 再想想, /debono.

No licenceAuto-check passedAgent Workflows

Install Debono

skills CLI
$ npx skills add fainshare/Liam-Skills --skill debono -a claude-code

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

GitHub CLI
$ gh skill install fainshare/Liam-Skills debono --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/fainshare/Liam-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/debono .claude/skills/debono && 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
debono
GitHub stars
113
Token cost
~568 tokens
SKILL.md length
107 words
Files
8 (incl. references)
Skills in repo
8
Repo updated
First seen
Licence
None found

At a glance

Recover(归真·太虚五转):被过度批判命题的最强存活论证。触发词:归真, debono, 价值回溯, 被过度批判, 黄帽, 再想想, /debono.

  • Works in 8 steps: 接收命题:单条或列表,带或不带上下文 → 构建最强存活论证:从 5 种构建策略中选择 3-4 种,沿分析路径生成论证 → 🟡 CHECKPOINT —… → …
  • Agent Workflows work in your project
  • SKILL.md covers 概述, 定位, 铁律 and 构建方法论, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Debono is an agent skill from fainshare/Liam-Skills. Recover(归真·太虚五转):被过度批判命题的最强存活论证。触发词:归真, debono, 价值回溯, 被过度批判, 黄帽, 再想想, /debono.

Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including reference files (for example `evals/dev-cases.json`, `references/bayesian-quantification.md` and `references/cross-skill-protocol.md`).

It sits in Agent Workflows.

When your agent uses it

  • Agent Workflows work in your project

Example prompts

  • “/debono”

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

  1. 接收命题:单条或列表,带或不带上下文
  2. 构建最强存活论证:从 5 种构建策略中选择 3-4 种,沿分析路径生成论证
  3. 🟡 CHECKPOINT — 存活论证确认:展示构建的存活论证摘要,询问用户:「以上存活论证方向是否正确?需要调整或补充角度吗?」用户确认后继续
  4. 明确存活条件:诚实标注——什么情况下成立、什么情况下不成立
  5. 贝叶斯概率量化:为每个存活条件估计概率,计算期望存活概率。详见 references/bayesian-quantification.md
  6. 四维价值扫描:从用户价值、技术收益、团队成长、战略对齐四个维度扫描被忽略的价值
  7. 输出:Markdown 段落,可直接嵌入 hegel 报告或其他文档
  8. 🔒 五转综合总结(强制):当 debono 作为太虚五转管线的最后一步执行时,必须生成五转综合总结文档。详见 references/pipeline-summary.md

What it can do on your machine

Read from SKILL.md and the folder at commit 931ecc9. 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

Debono loads about 568 tokens when it runs, and up to ~5.9k if it reads all its reference files. Until then it costs about 21 tokens; SKILL.md has 107 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~21
When it runs · the whole SKILL.md, loaded when a task matches
~568
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.9k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 107 words (~568 tokens).

name
debono
display_name
太虚五转 · 归真(德伯诺)
version
2.4.0
visibility
public
last_updated
2026-07-19
metadata.visibility
public
metadata.stage
太虚五转(回溯,价值回溯)
metadata.hat
yellow
metadata.risk
low
metadata.status
V2.4.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 7 other files (references) in skills/debono of fainshare/Liam-Skills.

  • SKILL.md
  • evals/dev-cases.json
  • references/bayesian-quantification.md
  • references/cross-skill-protocol.md
  • references/decision-tables.md
  • references/methodology.md
  • references/pipeline-summary.md
  • test-prompts.json

Open the folder on GitHubat commit 931ecc9

Compare with similar skills

Debono 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.

Debono compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Debono this skillfainshare/Liam-Skills113—~568Automated safety check: PassNone
MCP Server Builderanthropics/skills180k64 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k11 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k35 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers296k2 repos~5.1kAutomated safety check: PassMIT
Claude Code Agent Developmentanthropics/claude-plugins-official38k8 repos~2.8kAutomated safety check: PassApache-2.0

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Categories

Questions about Debono

What does Debono do?

Recover(归真·太虚五转):被过度批判命题的最强存活论证。触发词:归真, debono, 价值回溯, 被过度批判, 黄帽, 再想想, /debono. Debono is an agent skill from fainshare/Liam-Skills. Recover(归真·太虚五转):被过度批判命题的最强存活论证。触发词:归真, debono, 价值回溯, 被过度批判, 黄帽, 再想想, /debono.

When should I use Debono?

Debono fits situations like: agent Workflows work in your project.

How do I install Debono in Claude Code?

Run `npx skills add fainshare/Liam-Skills --skill debono -a claude-code`. Or copy the skill folder (skills/debono in fainshare/Liam-Skills) into .claude/skills/debono in your project. Claude Code loads it when a task matches its description.

How do I install Debono in Codex?

Run `npx skills add fainshare/Liam-Skills --skill debono -a codex`. Or copy the skill folder (skills/debono in fainshare/Liam-Skills) into .agents/skills/debono in your project. Codex loads it when a task matches its description.

Can I use Debono 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 fainshare/Liam-Skills --skill debono -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/debono, .gemini/skills/debono, .github/skills/debono and .opencode/skills/debono in your project.

What does Debono need to run?

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

Does Debono 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 Debono 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 Debono use?

No licence was found for Debono or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Debono use?

About 568 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. Its references folder adds about 5.4k tokens, read only when the agent opens those files.

What are the alternatives to Debono?

Skills that share tags, products or a category with Debono: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Debono?

fainshare (a GitHub user) maintains it in fainshare/Liam-Skills, which has 113 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on August 12, 2026.

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