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LunarXuan/image-prompt-reverse
High-fidelity AI image prompt reverse-engineering skill for Codex
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
4dead0a32e23 → 4dead0a32e23
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 4dead0a32e23
No earlier version was observed for comparison.
Heat
6.8- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
Individual skills in this repository
How it works
image-prompt-reverse
When your agent uses it
Analyze user-provided reference images and reverse-engineer high-fidelity AI image-generation prompts. Use when the user asks to recreate, imitate, reverse-engineer, or extract prompts from photographs, illustrations, 3D renders, products, characters, landscapes, typography, logos, posters, or other visual references. Do not use for requests that only require OCR or an ordinary image description.
What it loads into context
Frontmatter
87 tokensAlways available to the agent
SKILL.md
1,607 tokensWhen the skill is activated
Reference documents
6,213 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 基本原则
- 工作流程
- 媒介边界
- IP、品牌、Logo 与文字
- 默认输出格式
Files
LICENSEasset35,150 bytesREADME.mddoc4,123 bytesSKILL.mdcore5,999 bytesagents/openai.yamlasset293 bytesreferences/analysis-framework.mddoc4,827 bytesreferences/category-guides.mddoc6,410 bytesreferences/illustration-style.mddoc6,151 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- image-prompt-reverse
Repository facts
- License
- GPL-3.0
- Created
- Sep 1, 2026
- Last pushed
- Sep 6, 2026
- Forks
- 80
- Open issues
- 1
- Project activity
- Slowing
Rank over the last 12 weeks
Now #898 · best #852 · down 6 in 30 days
- #964 on Oct 19
- #966 on Oct 20
- #980 on Oct 21
- #948 on Oct 22
- #961 on Oct 23
- #898 since Oct 24
45 earlier periods
- #892 on Aug 30
- #971 on Sep 1
- #930 on Sep 2
- #929 on Sep 3
- #888 on Sep 4
- #861 on Sep 5
- #900 on Sep 6
- #925 on Sep 7
- #941 on Sep 8
- #926 on Sep 9
- #920 on Sep 10
- #884 on Sep 11
- #883 from Sep 12 to Sep 13
- #920 on Sep 14
- #910 on Sep 15
- #921 on Sep 16
- #916 on Sep 17
- #902 on Sep 18
- #876 on Sep 19
- #895 on Sep 20
- #915 on Sep 21
- #935 on Sep 22
- #927 on Sep 23
- #892 on Sep 24
- #869 on Sep 26
- #887 on Sep 27
- #961 on Sep 29
- #929 on Sep 30
- #865 on Oct 1
- #852 on Oct 3
- #897 on Oct 4
- #919 on Oct 5
- #909 on Oct 6
- #945 on Oct 7
- #984 on Oct 8
- #949 on Oct 9
- #921 on Oct 10
- #933 on Oct 11
- #957 on Oct 12
- #960 on Oct 13
- #979 on Oct 14
- #963 on Oct 15
- #966 on Oct 16
- #942 on Oct 17
- #923 on Oct 18
Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 6, 2026
- No broad tool permissions
- No dangerous shell commands
- 11 network referencesin 2 files: LICENSE:4 README.md:39
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- No access to secrets
- No requests to vote in Hot
Show all 11 signals by file
LICENSE
- Network accessline 4
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/> - Network accessline 647
You should have received a copy of the GNU General Public License along with this program. If not, see <https://www.gnu.org/licenses/>. - Network accessline 648
along with this program. If not, see <https://www.gnu.org/licenses/>. - Network accessline 665
if any, to sign a "copyright disclaimer" for the program, if necessary. For more information on this, and how to apply and follow the GNU GPL, see <https://www.gnu.org/licenses/>. - Network accessline 667
<https://www.gnu.org/licenses/>. - Network accessline 672
the library. If this is what you want to do, use the GNU Lesser General Public License instead of this License. But first, please read <https://www.gnu.org/licenses/why-not-lgpl.html>. - Network accessline 674
<https://www.gnu.org/licenses/why-not-lgpl.html>.
README.md
- Network accessline 39
git clone https://github.com/LunarXuan/image-prompt-reverse.git "%USERPROFILE%\.codex\skills\image-prompt-reverse" - Network accessline 55
欢迎访问 [LINUX DO](https://linux.do/latest)，浏览社区最新主题与讨论。 - Network accessline 91
git clone https://github.com/LunarXuan/image-prompt-reverse.git "%USERPROFILE%\.codex\skills\image-prompt-reverse" - Network accessline 107
Visit [LINUX DO](https://linux.do/latest) to browse the community’s latest topics and discussions.
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 4 facts
- Network access in code of documentationREADME.md:39Low confidence
- Network access in prose of documentationREADME.md:55Low confidence
- Network access in code of documentationREADME.md:91Low confidence
- Network access in prose of documentationREADME.md:107Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
