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SKILL verified MIT Self-run

Skill Generalizer

skill-hqhq1025-skill-optimizer-skill-generalizer · by hqhq1025

Use when turning local, private, or personal Agent Skills into publishable skills for GitHub, marketplaces, teams, or public sharing, especially when private paths, personal habits, credentials, internal hosts, or user-specific context must be removed.

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Install

$ agentstack add skill-hqhq1025-skill-optimizer-skill-generalizer

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

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[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-hqhq1025-skill-optimizer-skill-generalizer)

Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Skill Generalizer

Overview

Convert a working local skill into a clean public artifact. The goal is to preserve the reusable technique while removing private context, personal assumptions, and machine-specific setup.

When To Use

  • A user wants to publish, share, promote, open-source, or package a local skill.
  • A skill was born from personal workflows, private repos, local paths, transcripts, remote hosts, or team conventions.
  • The output needs to be useful to strangers without leaking the author's environment.

Do not use for tuning a skill only for the user's own machine; use skill-personalizer for that.

Workflow

  1. Inspect the actual source skill and nearby repo files before judging.
  2. If the source skill quality is unclear, run the audit checks from skill-personalizer first.
  3. Separate the reusable capability from personal implementation details.
  4. Redact or replace private names, paths, hosts, credentials, account IDs, transcripts, and one-off project facts.
  5. Rewrite the skill around general triggering conditions, portable workflows, and bounded assumptions.
  6. Keep SKILL.md concise; move long rubrics, examples, or scripts into bundled resources.
  7. Check target-agent compatibility before writing install instructions or support claims.
  8. Produce publication-ready packaging and honest promotion copy only when requested.
  9. Verify frontmatter, file layout, install path, and at least one realistic usage prompt.

Public Release Rules

  • Frontmatter description should describe when to use the skill, not summarize its workflow.
  • Public examples must be generic or explicitly sanitized.
  • Claims in README or marketplace copy must match files that actually exist.
  • Prefer portable commands and path placeholders over the author's home directory or private aliases.
  • If a personal detail is essential, turn it into a configurable variable with setup guidance.

References

Read [publication-rubric.md](references/publication-rubric.md) when doing a full release pass, redaction review, README rewrite, or promotional packaging.

Read [platform-compatibility.md](references/platform-compatibility.md) before claiming support for Codex, Claude Code, Cursor, OpenCode, Gemini CLI, or other coding agents.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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