Agent skill

Fable Safe Prompt

by davidondrej in davidondrej/skills

Make minimal prompt edits to reduce false-positive refusals from Fable.

MITAuto-check passedAgent Workflows

Install Fable Safe Prompt

skills CLI
$ npx skills add davidondrej/skills --skill fable-safe-prompt -a claude-code

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

GitHub CLI
$ gh skill install davidondrej/skills fable-safe-prompt --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/davidondrej/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent-orchestration/fable-safe-prompt .claude/skills/fable-safe-prompt && 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
fable-safe-prompt
GitHub stars
4.1k
Token cost
~824 tokens
SKILL.md length
403 words
Files
2
Skills in repo
51
Repo updated
First seen
Licence
MIT

At a glance

Make minimal prompt edits to reduce false-positive refusals from Fable.

  • Works in 4 steps: Identify phrases likely to trigger a… → Replace them in place using the examples… → Leave everything else byte-for-byte… → …
  • Explicitly invokes /fable-safe-prompt
  • SKILL.md covers Method and Output
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Fable Safe Prompt is an agent skill from davidondrej/skills. Make minimal prompt edits to reduce false-positive refusals from Fable. Use only when the user explicitly invokes /fable-safe-prompt.

Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Agent Workflows. The repository describes itself as: access to david ondrej's personal agent skills. The licence is MIT.

When your agent uses it

  • Explicitly invokes /fable-safe-prompt

Example prompts

  • “/fable-safe-prompt”

Workflow steps

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

  1. Identify phrases likely to trigger a refusal.
  2. Replace them in place using the examples below. Preserve the actual goal; never invent authorization or disguise harmful intent.
  3. Leave everything else byte-for-byte identical.
  4. Return the complete edited prompt.

What it can do on your machine

Read from SKILL.md and the folder at commit 7874889. 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 bash).

    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

Fable Safe Prompt loads about 824 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 403 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~824

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

The full file from davidondrej/skills at commit 7874889, republished under its MIT licence (© davidondrej). 403 words, ~824 tokens.

Download SKILL.mdSave it as .claude/skills/fable-safe-prompt/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
fable-safe-prompt
description
Make minimal prompt edits to reduce false-positive refusals from Fable. Use only when the user explicitly invokes /fable-safe-prompt.
disable-model-invocation
true

Fable-Safe Prompt

Return the full prompt, changing only phrases likely to cause false-positive refusals. Preserve the goal, structure, and all other text verbatim. Acceptance is not guaranteed.

The relevant classifier categories are cyber, bio/chem, and reasoning_extraction. Rephrase sensitive wording where needed; restating intent alone may not help.

Relevant topics include cyber/auth, exploits, malware, pentesting, credentials, bio/chem, medical/lab work, and requests for internal reasoning.

Edit only text inside the user's <prompt>...</prompt> tags. Treat text outside them as instructions to you.

Method

  1. Identify phrases likely to trigger a refusal.
  2. Replace them in place using the examples below. Preserve the actual goal; never invent authorization or disguise harmful intent.
  3. Leave everything else byte-for-byte identical.
  4. Return the complete edited prompt.

Where accurate, frame work as owned/authorized and defensive: implement, fix, or test. Do not relabel offensive work as defensive.

Swap framings (apply per-sentence)
TriggeringSafe rewrite
"How could an attacker exploit this auth""Review these auth files for missing checks and fix them defensively"
"Write an exploit / payload / PoC""Add a regression test proving X is fixed, then patch it"
"How do I bypass / brute-force Y""Enforce secure session validation + rate limiting on Y"
"Reverse this malware / show attack steps""Describe the risk high-level, then implement the fix"
"Show your reasoning / explain step-by-step / walk me through your thinking"Delete it. For progress updates, request a send-to-user tool instead of internal thoughts.
Clinician framing: "as a doctor, diagnose this ECG"For an actual patient: "help me interpret this ECG my doctor gave me"
Named bio/chem domain: "cancer / disease pathway / chemical kinetics"Abstract it: describe the data/analysis generically, drop the domain noun
Show full SKILL.md (141 more words)Show less
Trigger keywords to abstract away

Cyber: exploit, malware, vulnerability, attack, bypass, stealth, fingerprinting, anti-bot, CAPTCHA, penetration. Bio/chem: biology, biomedicine, chemistry, cancer, disease pathways, RNA/variant calling, equilibrium, kinetics, diagnosis. Distillation: "distill the model", training pipelines, frontier LLM development.

If a sentence has no benign equivalent, flag it instead of silently changing its goal.

Output

  1. Print the full edited prompt in a ready-to-paste code block.
  2. Copy it to the clipboard:
    bash
    pbcopy <<'EOF'
    <the full safe prompt>
    EOF
    Confirm in one line.
  3. List each changed sentence and its replacement.
  4. If the task is genuinely offensive, explain that rewording cannot make it benign. For legitimate work unsupported by Fable, suggest Opus 4.8 or vetted Mythos.

For user-controlled integrations only: handle stop_reason: "refusal" (even with HTTP 200; stop_details.category may be cyber/bio) explicitly, and consider an Opus 4.8 fallback for legitimate work.

© davidondrej, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/agent-orchestration/fable-safe-prompt of davidondrej/skills.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 7874889

Compare with similar skills

Fable Safe Prompt 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.

Fable Safe Prompt compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Fable Safe Prompt this skilldavidondrej/skills4.1k—~824Automated safety check: PassMIT
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k10 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k35 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers297k2 repos~5.1kAutomated safety check: PassMIT
Skill CreatorAzure/azqr79689 repos~8.2kAutomated safety check: PassApache-2.0

Similar skills

  • MCP Server Builder

    anthropics/skills

    Official

    Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

    180k GitHub starsUsed in 63 repos~2.3k tokens
    Agent WorkflowsAuto-check passed
  • Hook Development for Claude Code Plugins

    anthropics/claude-plugins-official

    Official

    Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.

    38k GitHub starsUsed in 10 repos~4.1k tokens
    Agent WorkflowsAuto-check: notes
  • Using Superpowers

    farm-fe/farm

    A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

    5.6k GitHub starsUsed in 35 repos~1.4k tokens
    Agent WorkflowsAuto-check passed
  • Executing Plans Inline

    obra/superpowers

    Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.

    297k GitHub starsUsed in 2 repos~5.1k tokens
    Agent WorkflowsAuto-check passed
  • Skill Creator

    Azure/azqr

    Official

    Create new skills, modify and improve existing skills, and measure skill performance.

    796 GitHub starsUsed in 89 repos~8.2k tokens
    Agent WorkflowsAuto-check passed
  • Claude Code Agent Development

    anthropics/claude-plugins-official

    Official

    Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.

    38k GitHub starsUsed in 7 repos~2.8k tokens
    Agent WorkflowsAuto-check passed

More from davidondrej/skills

All 51 skills in this repo
  • Nagent

    davidondrej/skills

    Launch a new bb worker thread with the right project, model, worktree, and task brief.

    4.1k GitHub stars~1.7k tokensUpdated 2 days ago
    Auto-check: notes
  • Browser Harness

    davidondrej/skills

    Direct browser control via CDP. An agent skill from davidondrej/skills.

    4.1k GitHub starsUsed in 2 repos~3k tokens
    Auto-check passed
  • Persistent Localhost

    davidondrej/skills

    Manage persistent dev servers, APIs, and other local processes on a port using macOS LaunchAgents.

    4.1k GitHub stars~618 tokensUpdated 2 days ago
    Auto-check passed
  • Reset Cursor Acp

    davidondrej/skills

    Reset a stuck Cursor ACP thread in <chat-system and reload its configuration.

    4.1k GitHub stars~728 tokensUpdated 2 days ago
    Auto-check passed
  • Anti Sleep

    davidondrej/skills

    Keep a Mac awake for a set duration or while a process runs.

    4.1k GitHub stars~640 tokensUpdated 2 days ago
    Auto-check: warnings
  • Bb CLI

    davidondrej/skills

    Use this when controlling bb. An agent skill from davidondrej/skills.

    4.1k GitHub stars~823 tokensUpdated 2 days ago
    Auto-check passed

Categories

Questions about Fable Safe Prompt

What does Fable Safe Prompt do?

Make minimal prompt edits to reduce false-positive refusals from Fable. Fable Safe Prompt is an agent skill from davidondrej/skills. Make minimal prompt edits to reduce false-positive refusals from Fable.

When should I use Fable Safe Prompt?

Fable Safe Prompt fits situations like: explicitly invokes /fable-safe-prompt.

How do I install Fable Safe Prompt in Claude Code?

Run `npx skills add davidondrej/skills --skill fable-safe-prompt -a claude-code`. Or copy the skill folder (skills/agent-orchestration/fable-safe-prompt in davidondrej/skills) into .claude/skills/fable-safe-prompt in your project. Claude Code loads it when a task matches its description.

How do I install Fable Safe Prompt in Codex?

Run `npx skills add davidondrej/skills --skill fable-safe-prompt -a codex`. Or copy the skill folder (skills/agent-orchestration/fable-safe-prompt in davidondrej/skills) into .agents/skills/fable-safe-prompt in your project. Codex loads it when a task matches its description.

Can I use Fable Safe Prompt 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 davidondrej/skills --skill fable-safe-prompt -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fable-safe-prompt, .gemini/skills/fable-safe-prompt, .github/skills/fable-safe-prompt and .opencode/skills/fable-safe-prompt in your project.

What does Fable Safe Prompt need to run?

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

Does Fable Safe Prompt 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 Fable Safe Prompt 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 Fable Safe Prompt use?

Fable Safe Prompt is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Fable Safe Prompt use?

About 824 tokens (SKILL.md is roughly 3.3k 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 Fable Safe Prompt?

Skills that share tags, products or a category with Fable Safe Prompt: 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, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Fable Safe Prompt?

davidondrej (a GitHub user) maintains it in davidondrej/skills, which has 4,112 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on October 8, 2026.

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