Agent skill

Dbs Theory Grounding

by dontbesilent2025 in dontbesilent2025/dbskill

理论溯源与案例重释。审查 PPT、课程、文案或方法论中的经验判断,先判断命题是否成立,再匹配并核实可信理论,用该理论重释案例并标明边界。适用于给自创理论找依据、给 PPT 补理论来源、判断一句话能否上升为理论、检查是否硬套名人;聚焦单次理论锚定,不默认展开历史同构研究。

Custom licenceAuto-check passed

Install Dbs Theory Grounding

skills CLI
$ npx skills add dontbesilent2025/dbskill --skill dbs-theory-grounding -a claude-code

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

GitHub CLI
$ gh skill install dontbesilent2025/dbskill dbs-theory-grounding --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/dontbesilent2025/dbskill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dbs-theory-grounding .claude/skills/dbs-theory-grounding && 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
dbs-theory-grounding
GitHub stars
11k
Token cost
~1.6k tokens
SKILL.md length
247 words
Files
2
Skills in repo
37
Repo updated
First seen
Licence
Custom licence

At a glance

理论溯源与案例重释。审查 PPT、课程、文案或方法论中的经验判断,先判断命题是否成立,再匹配并核实可信理论,用该理论重释案例并标明边界。适用于给自创理论找依据、给 PPT 补理论来源、判断一句话能否上升为理论、检查是否硬套名人;聚焦单次理论锚定,不默认展开历史同构研究。

  • Works in 8 steps: :固定原问题 → :审查原命题 → :定义理论需要解释的机制 → …
  • SKILL.md covers 硬性原则, 执行流程, 知识、核实与联网标准 and 校准样例, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Dbs Theory Grounding is an agent skill from dontbesilent2025/dbskill. 理论溯源与案例重释。审查 PPT、课程、文案或方法论中的经验判断,先判断命题是否成立,再匹配并核实可信理论,用该理论重释案例并标明边界。适用于给自创理论找依据、给 PPT 补理论来源、判断一句话能否上升为理论、检查是否硬套名人;聚焦单次理论锚定,不默认展开历史同构研究。

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

The repository describes itself as: dontbesilent 的商业诊断 Skills.

Example prompts

  • “/dbs-theory-grounding”

Workflow steps

8 steps, taken from the step headings in SKILL.md.

  1. :固定原问题
  2. :审查原命题
  3. :定义理论需要解释的机制
  4. :建立候选池
  5. :确定人物、理论与核实层级
  6. :用理论重释案例
  7. :写适用边界与反例
  8. :生成标准输出

What it can do on your machine

Read from SKILL.md and the folder at commit 8d3ed39. 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 (its code samples are markdown).

    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

Dbs Theory Grounding loads about 1.6k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 247 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k

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 247 words (~1,646 tokens).

name
dbs-theory-grounding

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/dbs-theory-grounding of dontbesilent2025/dbskill.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 8d3ed39

Compare with similar skills

Dbs Theory Grounding 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.

Dbs Theory Grounding compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Dbs Theory Grounding this skilldontbesilent2025/dbskill11k—~1.6kAutomated safety check: PassCustom licence
Nanobanana Pptnexu-io/open-design100k—~309Automated safety check: PassApache-2.0
Pptaipoch/medical-research-skills1.9k—~1.9kAutomated safety check: PassMIT
Grounded Theory Guidewentorai/research-plugins2981 repos~1.8kAutomated safety check: PassMIT
Grounded CitationsNousResearch/hermes-agent253k—~3.1kAutomated safety check: PassMIT
PPT Masterhugohe3/ppt-master59k1 repos~2.5kAutomated safety check: PassMIT

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Questions about Dbs Theory Grounding

What does Dbs Theory Grounding do?

理论溯源与案例重释。审查 PPT、课程、文案或方法论中的经验判断,先判断命题是否成立,再匹配并核实可信理论,用该理论重释案例并标明边界。适用于给自创理论找依据、给 PPT 补理论来源、判断一句话能否上升为理论、检查是否硬套名人;聚焦单次理论锚定,不默认展开历史同构研究。. Dbs Theory Grounding is an agent skill from dontbesilent2025/dbskill.

How do I install Dbs Theory Grounding in Claude Code?

Run `npx skills add dontbesilent2025/dbskill --skill dbs-theory-grounding -a claude-code`. Or copy the skill folder (skills/dbs-theory-grounding in dontbesilent2025/dbskill) into .claude/skills/dbs-theory-grounding in your project. Claude Code loads it when a task matches its description.

How do I install Dbs Theory Grounding in Codex?

Run `npx skills add dontbesilent2025/dbskill --skill dbs-theory-grounding -a codex`. Or copy the skill folder (skills/dbs-theory-grounding in dontbesilent2025/dbskill) into .agents/skills/dbs-theory-grounding in your project. Codex loads it when a task matches its description.

Can I use Dbs Theory Grounding 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 dontbesilent2025/dbskill --skill dbs-theory-grounding -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dbs-theory-grounding, .gemini/skills/dbs-theory-grounding, .github/skills/dbs-theory-grounding and .opencode/skills/dbs-theory-grounding in your project.

What does Dbs Theory Grounding need to run?

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

Does Dbs Theory Grounding 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 Dbs Theory Grounding 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 Dbs Theory Grounding use?

Dbs Theory Grounding 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 Dbs Theory Grounding use?

About 1.6k tokens (SKILL.md is roughly 6.6k 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 Dbs Theory Grounding?

Skills that share tags, products or a category with Dbs Theory Grounding: Nanobanana Ppt (nexu-io/open-design, 100k stars), Ppt (aipoch/medical-research-skills, 1.9k stars), Grounded Theory Guide (wentorai/research-plugins, 298 stars) and Grounded Citations (NousResearch/hermes-agent, 253k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Dbs Theory Grounding?

dontbesilent2025 (a GitHub user) maintains it in dontbesilent2025/dbskill, which has 10,589 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on October 10, 2026.

Source: dontbesilent2025/dbskill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.