Audit your Elle context system for staleness, contradictions, bloat, and missing data.

No licenceAuto-check passed

Install Context Health

skills CLI
$ npx skills add kenneth-liao/ai-launchpad-marketplace --skill context-health -a claude-code

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

GitHub CLI
$ gh skill install kenneth-liao/ai-launchpad-marketplace context-health --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/kenneth-liao/ai-launchpad-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/personal-assistant/skills/context-health .claude/skills/context-health && 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
context-health
GitHub stars
126
Token cost
~1.1k tokens
SKILL.md length
426 words
Files
1
Skills in repo
26
Repo updated
First seen
Licence
None found

At a glance

Audit your Elle context system for staleness, contradictions, bloat, and missing data.

  • Works in 7 steps: Staleness Check → Bloat Check → Contradiction Check → …
  • Context feels stale
  • SKILL.md covers Audit Checklist and Report Format
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Context Health is an agent skill from kenneth-liao/ai-launchpad-marketplace. Audit your Elle context system for staleness, contradictions, bloat, and missing data. Use when context feels stale, after major life changes, or periodically for maintenance. Also use when you notice Elle's responses feel generic or out of date.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

When your agent uses it

  • Context feels stale
  • After major life changes
  • Periodically for maintenance
  • You notice Elles responses feel generic

Example prompts

  • “/context-health”

Workflow steps

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

  1. Staleness Check
  2. Bloat Check
  3. Contradiction Check
  4. Gap Check
  5. Sync Check
  6. Improvements Check
  7. System Freshness Check

What it can do on your machine

Read from SKILL.md and the folder at commit 04b93d6. 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

Context Health loads about 1.1k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 426 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~65
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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 426 words (~1,052 tokens).

“Audit the Elle context system at ~/.claude/.context/core/ for data quality issues.”

— opening of SKILL.md by kenneth-liao
name
context-health
user-invocable
true
model
claude-sonnet-4-6

Read the full SKILL.md on GitHub

Files

Just SKILL.md in personal-assistant/skills/context-health of kenneth-liao/ai-launchpad-marketplace.

Open the folder on GitHubat commit 04b93d6

Compare with similar skills

Context Health 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.

Context Health compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Context Health this skillkenneth-liao/ai-launchpad-marketplace126—~1.1kAutomated safety check: PassNone
Skin Health Analyzersickn33/agentic-awesome-skills47k2 repos~293Automated safety check: PassMIT
Codebase Health Dashboardgarrytan/gstack136k—~11kAutomated safety check: NotesMIT
Healthagenticnotetaking/arscontexta3.5k—~7.1kAutomated safety check: NotesMIT
Health Wellnesssickn33/agentic-awesome-skills47k1 repos~3.5kAutomated safety check: PassMIT
Cost Healthruvnet/ruflo74k—~901Automated safety check: NotesMIT

Similar skills

  • Skin Health Analyzer

    sickn33/agentic-awesome-skills

    Analyze skin health data, identify skin problem patterns, assess skin health status.

    47k GitHub starsUsed in 2 repos~293 tokens
    Productivity & AutomationAuto-check passed
  • Runs a project's own type checker, linter, test runner, dead-code detector and shell linter, combines them into a weighted 0-10 score and tracks the trend.

    136k GitHub stars~11k tokensUpdated today
    DevelopmentAuto-check: notes
  • Health

    agenticnotetaking/arscontexta

    Run condition-based vault health diagnostics. An agent skill from agenticnotetaking/arscontexta.

    3.5k GitHub stars~7.1k tokensUpdated 7 mo ago
    Auto-check: notes
  • Health Wellness

    sickn33/agentic-awesome-skills

    Wellbeing check-in register: anonymous flag, department, check-in date, wellbeing score, stress and energy levels, support and resource flags, confidentiality and status.

    47k GitHub starsUsed in 1 repo~3.5k tokens
    Productivity & AutomationAuto-check passed
  • Cost Health

    ruvnet/ruflo

    Composite CI gate — runs cost-budget-check + cost-burn + cost-anomaly + cost-projection in parallel and surfaces a single combined health status with max exit code.

    74k GitHub stars~901 tokensUpdated yesterday
    Auto-check: notes
  • OmniRoute Health CLI

    diegosouzapw/OmniRoute

    Checks OmniRoute server health, per-component status, and circuit breakers from the command line, with a live watch dashboard.

    75k GitHub stars~327 tokensUpdated today
    DevOps & CloudAuto-check passed

More from kenneth-liao/ai-launchpad-marketplace

All 26 skills in this repo
  • Manage

    kenneth-liao/ai-launchpad-marketplace

    Manage scheduled Claude Code tasks — add (recurring or one-off), list, pause, resume, remove, view results, and test execution of skills, prompts, and scripts with safety controls and notifications.

    126 GitHub stars~4.1k tokensUpdated 6 mo ago
    Auto-check passed
  • Nanobanana

    kenneth-liao/ai-launchpad-marketplace

    AI image generation and editing using Google Gemini models. An agent skill from kenneth-liao/ai-launchpad-marketplace.

    126 GitHub stars~4k tokensUpdated 6 mo ago
    Auto-check: notes
  • Skill Retro

    kenneth-liao/ai-launchpad-marketplace

    A skill your agent uses when reviewing how skills performed during a session, when the user wants to analyze skill invocations and identify improvements, or when the user says "skill retro", "review…

    126 GitHub stars~2.1k tokensUpdated 6 mo ago
    Auto-check passed
  • Youtube Data

    kenneth-liao/ai-launchpad-marketplace

    Retrieve YouTube data using the YouTube Data API. An agent skill from kenneth-liao/ai-launchpad-marketplace.

    126 GitHub stars~2.4k tokensUpdated 6 mo ago
    Auto-check: notes
  • View Team Session

    kenneth-liao/ai-launchpad-marketplace

    Generate a self-contained HTML viewer for any Claude Code session, including agent team sessions with full inter-agent DM timelines.

    126 GitHub stars~793 tokensUpdated 6 mo ago
    Auto-check passed
  • Analyze Team Session

    kenneth-liao/ai-launchpad-marketplace

    A skill your agent uses when reviewing an agent team session export for quality, when asked to "analyze this team session", "review my agent team run", "what went wrong with this session", "how can…

    126 GitHub stars~1.6k tokensUpdated 6 mo ago
    Auto-check passed

Questions about Context Health

What does Context Health do?

Audit your Elle context system for staleness, contradictions, bloat, and missing data. Context Health is an agent skill from kenneth-liao/ai-launchpad-marketplace. Audit your Elle context system for staleness, contradictions, bloat, and missing data.

When should I use Context Health?

Context Health fits situations like: context feels stale; after major life changes; periodically for maintenance; you notice Elles responses feel generic.

How do I install Context Health in Claude Code?

Run `npx skills add kenneth-liao/ai-launchpad-marketplace --skill context-health -a claude-code`. Or copy the skill folder (personal-assistant/skills/context-health in kenneth-liao/ai-launchpad-marketplace) into .claude/skills/context-health in your project. Claude Code loads it when a task matches its description.

How do I install Context Health in Codex?

Run `npx skills add kenneth-liao/ai-launchpad-marketplace --skill context-health -a codex`. Or copy the skill folder (personal-assistant/skills/context-health in kenneth-liao/ai-launchpad-marketplace) into .agents/skills/context-health in your project. Codex loads it when a task matches its description.

Can I use Context Health 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 kenneth-liao/ai-launchpad-marketplace --skill context-health -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/context-health, .gemini/skills/context-health, .github/skills/context-health and .opencode/skills/context-health in your project.

What does Context Health need to run?

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

Does Context Health 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 Context Health 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 Context Health use?

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

How many tokens does Context Health use?

About 1.1k tokens (SKILL.md is roughly 4.2k 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 Context Health?

Skills that share tags, products or a category with Context Health: Skin Health Analyzer (sickn33/agentic-awesome-skills, 47k stars), Codebase Health Dashboard (garrytan/gstack, 136k stars), Health (agenticnotetaking/arscontexta, 3.5k stars) and Health Wellness (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Context Health?

kenneth-liao (a GitHub user) maintains it in kenneth-liao/ai-launchpad-marketplace, which has 126 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on March 23, 2026.

Source: kenneth-liao/ai-launchpad-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.