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Agent skill

Full Output Enforcement

by caorushizi in caorushizi/oss-client

Overrides default LLM truncation behavior. An agent skill from caorushizi/oss-client.

No licenceAuto-check passedFrontend & Design

Install Full Output Enforcement

skills CLI
$ npx skills add caorushizi/oss-client --skill full-output-enforcement -a claude-code

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

GitHub CLI
$ gh skill install caorushizi/oss-client full-output-enforcement --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/caorushizi/oss-client.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/full-output-enforcement .claude/skills/full-output-enforcement && 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
full-output-enforcement
GitHub stars
113
Used in
12 other repos
Token cost
~646 tokens
SKILL.md length
336 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
None found

At a glance

Overrides default LLM truncation behavior. An agent skill from caorushizi/oss-client.

  • Works in 3 steps: Scope — Read the full request. Count how… → Build — Generate every deliverable… → Cross-check — Before output, re-read the…
  • Frontend & Design work in your project
  • SKILL.md covers Baseline, Banned Output Patterns, Execution Process and Handling Long Outputs, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Full Output Enforcement is an agent skill from caorushizi/oss-client. Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output.

Its SKILL.md is about 650 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 Frontend & Design. The repository describes itself as: 七牛云文件仿百度网盘文件夹管理，上传下载，删除。七牛云存储，七牛云图床。桌面应用程序 windows mac.

When your agent uses it

  • Frontend & Design work in your project

Example prompts

  • “Use the full-output-enforcement skill to override default LLM truncation behavior. An agent skill from caorushizi/oss-client”
  • “/full-output-enforcement”

Workflow steps

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

  1. Scope — Read the full request. Count how many distinct deliverables are expected (files, functions, sections, answers). Lock that number.
  2. Build — Generate every deliverable completely. No partial drafts, no "you can extend this later."
  3. Cross-check — Before output, re-read the original request. Compare your deliverable count against the scope count. If anything is missing…

What it can do on your machine

Read from SKILL.md and the folder at commit 6950030. 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

Full Output Enforcement loads about 646 tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 336 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~57
When it runs · the whole SKILL.md, loaded when a task matches
~646

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 336 words (~646 tokens).

“Treat every task as production-critical. A partial output is a broken output. Do not optimize for brevity — optimize for completeness. If the user asks for a full file, deliver the full file. If the user asks for 5 components…”

— opening of SKILL.md by caorushizi
name
full-output-enforcement

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/full-output-enforcement of caorushizi/oss-client.

Open the folder on GitHubat commit 6950030

Used in 12 other repositories

We found 15 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 12 other GitHub owners. This page covers the copy in caorushizi/oss-client, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Full Output Enforcement 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.

Full Output Enforcement compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Full Output Enforcement this skillcaorushizi/oss-client11312 repos~646Automated safety check: PassNone
Web Artifacts Builderanthropics/skills180k41 repos~769Automated safety check: PassApache-2.0
React Doctormakeplane/plane61k12 repos~657Automated safety check: PassAGPL-3.0
Impeccablebestofjs/bestofjs3.1k27 repos~2.6kAutomated safety check: PassMIT
Figma Design System Builderwarpdotdev/warp65k2 repos~4.4kAutomated safety check: PassAGPL-3.0
Web Interface Guidelines Reviewervercel-labs/openreview1.7k97 repos~308Automated safety check: PassNone

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Categories

Questions about Full Output Enforcement

What does Full Output Enforcement do?

Overrides default LLM truncation behavior. An agent skill from caorushizi/oss-client. Full Output Enforcement is an agent skill from caorushizi/oss-client. Overrides default LLM truncation behavior.

When should I use Full Output Enforcement?

Full Output Enforcement fits situations like: frontend & Design work in your project.

How do I install Full Output Enforcement in Claude Code?

Run `npx skills add caorushizi/oss-client --skill full-output-enforcement -a claude-code`. Or copy the skill folder (.agents/skills/full-output-enforcement in caorushizi/oss-client) into .claude/skills/full-output-enforcement in your project. Claude Code loads it when a task matches its description.

How do I install Full Output Enforcement in Codex?

Run `npx skills add caorushizi/oss-client --skill full-output-enforcement -a codex`. Or copy the skill folder (.agents/skills/full-output-enforcement in caorushizi/oss-client) into .agents/skills/full-output-enforcement in your project. Codex loads it when a task matches its description.

Can I use Full Output Enforcement 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 caorushizi/oss-client --skill full-output-enforcement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/full-output-enforcement, .gemini/skills/full-output-enforcement, .github/skills/full-output-enforcement and .opencode/skills/full-output-enforcement in your project.

What does Full Output Enforcement need to run?

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

Does Full Output Enforcement 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 Full Output Enforcement 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 Full Output Enforcement use?

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

How many tokens does Full Output Enforcement use?

About 646 tokens (SKILL.md is roughly 2.6k 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 Full Output Enforcement?

Skills that share tags, products or a category with Full Output Enforcement: Web Artifacts Builder (anthropics/skills, 180k stars), React Doctor (makeplane/plane, 61k stars), Impeccable (bestofjs/bestofjs, 3.1k stars) and Figma Design System Builder (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Full Output Enforcement?

caorushizi (a GitHub user) maintains it in caorushizi/oss-client, which has 113 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 7, 2026.

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