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Agent skill

Graceful Degradation

by parcadei in parcadei/Continuous-Claude-v3

Graceful Degradation with Helpful Messages. An agent skill from parcadei/Continuous-Claude-v3.

MITAuto-check passedDevelopment

Install Graceful Degradation

skills CLI
$ npx skills add parcadei/Continuous-Claude-v3 --skill graceful-degradation -a claude-code

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

GitHub CLI
$ gh skill install parcadei/Continuous-Claude-v3 graceful-degradation --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/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/graceful-degradation .claude/skills/graceful-degradation && 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
graceful-degradation
GitHub stars
3.9k
Used in
1 other repo
Token cost
~554 tokens
SKILL.md length
131 words
Files
1
Skills in repo
141
Repo updated
First seen
Licence
MIT

At a glance

Graceful Degradation with Helpful Messages. An agent skill from parcadei/Continuous-Claude-v3.

  • Tasks that involve Error handling
  • SKILL.md covers Pattern, DO, DON'T and Example: LMStudio Check Pattern, plus 2 more sections
  • Reaches lmstudio.ai

What it does

Graceful Degradation is an agent skill from parcadei/Continuous-Claude-v3. Graceful Degradation with Helpful Messages

Its SKILL.md is about 550 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 Development, covering Error handling. The repository describes itself as: Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows. The licence is MIT.

When your agent uses it

  • Tasks that involve Error handling

Example prompts

  • “/graceful-degradation”

What it can do on your machine

Read from SKILL.md and the folder at commit d07ff4b. 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 typescript).

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • lmstudio.ai

    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

Graceful Degradation loads about 554 tokens when it runs. Until then it costs about 16 tokens; SKILL.md has 131 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~16
When it runs · the whole SKILL.md, loaded when a task matches
~554

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 parcadei/Continuous-Claude-v3 at commit d07ff4b, republished under its MIT licence (© parcadei). 131 words, ~554 tokens.

Download SKILL.mdSave it as .claude/skills/graceful-degradation/SKILL.md (or your agent's skills folder).
name
graceful-degradation
description
Graceful Degradation with Helpful Messages
user-invocable
false

Graceful Degradation with Helpful Messages

When optional services are unavailable, degrade gracefully with actionable fallback messages.

Pattern

Check availability at the start, cache the result, and provide helpful messages that explain what's missing and how to fix it.

DO

  • Check service availability early (before wasting compute)
  • Cache health check results for the session (e.g., 60s TTL)
  • Provide actionable fallback messages:
    • What service is missing
    • What features are degraded
    • How to enable the service
  • Continue with reduced functionality when possible

DON'T

  • Silently fail or return empty results
  • Check availability on every call (cache it)
  • Assume the user knows how to start missing services

Example: LMStudio Check Pattern

typescript
let lmstudioAvailable: boolean | null = null;
let lastCheck = 0;
const CACHE_TTL = 60000; // 60 seconds

async function checkLMStudio(): Promise<boolean> {
  const now = Date.now();
  if (lmstudioAvailable !== null && now - lastCheck < CACHE_TTL) {
    return lmstudioAvailable;
  }

  try {
    const response = await fetch('http://localhost:1234/v1/models', {
      signal: AbortSignal.timeout(2000)
    });
    lmstudioAvailable = response.ok;
  } catch {
    lmstudioAvailable = false;
  }
  lastCheck = now;
  return lmstudioAvailable;
}

// Usage
if (!await checkLMStudio()) {
  return {
    result: 'continue',
    message: `LMStudio not available at localhost:1234.

To enable Godel-Prover tactic suggestions:
1. Install LMStudio from https://lmstudio.ai/
2. Load "Goedel-Prover-V2-8B" model
3. Start the local server on port 1234

Continuing without AI-assisted tactics...`
  };
}

Fallback Message Template

[Service] not available at [endpoint].

To enable [feature]:
1. [Step to install/start]
2. [Configuration step if needed]
3. [Verification step]

Continuing without [degraded feature]...

Source Sessions

  • This session: LMStudio availability check with 60s caching and helpful fallback
  • 174e0ff3: Environment variable debugging - print computed paths for troubleshooting

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

Files

Just SKILL.md in .claude/skills/graceful-degradation of parcadei/Continuous-Claude-v3.

Open the folder on GitHubat commit d07ff4b

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in parcadei/Continuous-Claude-v3, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Graceful Degradation 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.

Graceful Degradation compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Graceful Degradation this skillparcadei/Continuous-Claude-v33.9k1 repos~554Automated safety check: PassMIT
Mole Bug Patternstw93/Mole70k—~2kAutomated safety check: PassGPL-3.0
Native Data FetchingCherryHQ/cherry-studio-app4k6 repos~2.9kAutomated safety check: NotesMIT
Rust Best Practicesfarm-fe/farm5.6k3 repos~1.1kAutomated safety check: PassMIT
R Function Input Validationtidyverse/dplyr5.1k1 repos~2.3kAutomated safety check: PassCustom licence
Next Best Practicesvercel-labs/openreview1.7k18 repos~1kAutomated safety check: PassNone

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Categories

Questions about Graceful Degradation

What does Graceful Degradation do?

Graceful Degradation with Helpful Messages. An agent skill from parcadei/Continuous-Claude-v3. Graceful Degradation is an agent skill from parcadei/Continuous-Claude-v3.

When should I use Graceful Degradation?

Graceful Degradation fits situations like: tasks that involve Error handling.

How do I install Graceful Degradation in Claude Code?

Run `npx skills add parcadei/Continuous-Claude-v3 --skill graceful-degradation -a claude-code`. Or copy the skill folder (.claude/skills/graceful-degradation in parcadei/Continuous-Claude-v3) into .claude/skills/graceful-degradation in your project. Claude Code loads it when a task matches its description.

How do I install Graceful Degradation in Codex?

Run `npx skills add parcadei/Continuous-Claude-v3 --skill graceful-degradation -a codex`. Or copy the skill folder (.claude/skills/graceful-degradation in parcadei/Continuous-Claude-v3) into .agents/skills/graceful-degradation in your project. Codex loads it when a task matches its description.

Can I use Graceful Degradation 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 parcadei/Continuous-Claude-v3 --skill graceful-degradation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/graceful-degradation, .gemini/skills/graceful-degradation, .github/skills/graceful-degradation and .opencode/skills/graceful-degradation in your project.

What does Graceful Degradation need to run?

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

Does Graceful Degradation access the network?

SKILL.md names 1 domain. In commands or code: lmstudio.ai; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Graceful Degradation 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 Graceful Degradation use?

Graceful Degradation 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 Graceful Degradation use?

About 554 tokens (SKILL.md is roughly 2.2k 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 Graceful Degradation?

Skills that share tags, products or a category with Graceful Degradation: Mole Bug Patterns (tw93/Mole, 70k stars), Native Data Fetching (CherryHQ/cherry-studio-app, 4k stars), Rust Best Practices (farm-fe/farm, 5.6k stars) and R Function Input Validation (tidyverse/dplyr, 5.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Graceful Degradation?

parcadei (a GitHub user) maintains it in parcadei/Continuous-Claude-v3, which has 3,943 GitHub stars. The repository holds 141 skills in this directory. The repository was last updated on January 26, 2026.

Source: parcadei/Continuous-Claude-v3 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.