Not in the top 1,000 by GitHub stars
Technicalflight/image-prompt-reverse
把一张图片逆推成生成提示词（Image to Prompt）：中英双语重建提示词 + 风格标签 + 结构化 JSON prompt，零依赖校验脚本 | Forensic image-to-prompt reconstruction. AGPL-3.0 · Commercial use requires license.
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.
View weekly changes
SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
e1988d5d1b93 → e1988d5d1b93
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 Network or broad shell
First observation → e1988d5d1b93
No earlier version was observed for comparison.
Heat
0.3- 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
30-day change not yet available: not enough history.
Individual skills in this repository
How it works
image-prompt-reverse
When your agent uses it
把一张图片逆推成生成提示词（image to prompt）。看图后法证式重建它最可能的原始生成提示词，产出中文与英文两套重建提示词、4×2 风格标签、结构化 JSON prompt、recreation_prompt / prompt_core / negative_prompt，并对双语输出做语言桶校验。当用户说"反推提示词""这张图用了什么 prompt""图片转提示词""解析出这张图的 prompt""照这张图的风格帮我写 prompt""怎么做出这种图"时使用。
What it loads into context
Frontmatter
141 tokensAlways available to the agent
SKILL.md
1,735 tokensWhen the skill is activated
Reference documents
5,438 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 触发判定
- 环境
- 三步
- 常见坑
- 文件说明
Scripts executed separately
scripts/validate_analysis.py
Files
.gitignoreasset51 bytesLICENSEasset34,523 bytesREADME.mddoc4,730 bytesSKILL.mdcore5,906 bytesSKILL.mdcore5,906 bytesSKILL.mdcore5,906 bytesSKILL.mdcore5,906 bytesassets/alipay_qr.pngasset240,922 bytesassets/wechat_qr.pngasset135,724 bytesreferences/prompt-contract.mddoc8,877 bytesreferences/validation-rules.mddoc4,802 bytesscripts/validate_analysis.pyruns14,948 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
- AGPL-3.0
- Created
- Sep 19, 2026
- Last pushed
- Sep 19, 2026
- Forks
- 0
- Open issues
- 0
- Project activity
- Active
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 4, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 3 notes
SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 12 network referencesin 3 files: LICENSE:4 README.md:9 SKILL.md:33
- No hidden or obfuscated text
- No instruction overrides
- 1 executable scriptin 1 file: scripts/validate_analysis.py:1
- No access to secrets
- No requests to vote in Hot
Show all 13 signals by file
LICENSE
- Network accessline 4
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/> - Network accessline 645
You should have received a copy of the GNU Affero General Public License along with this program. If not, see <https://www.gnu.org/licenses/>. - Network accessline 646
along with this program. If not, see <https://www.gnu.org/licenses/>. - Network accessline 659
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 AGPL, see <https://www.gnu.org/licenses/>. - Network accessline 661
<https://www.gnu.org/licenses/>.
README.md
- Network accessline 9
[](./LICENSE) - Network accessline 10
[](#-许可证--license) - Network accessline 11
 - Network accessline 12
 - Network accessline 84
- **[Linux.Do](https://linux.do)** — 一个分享和讨论技术的社区
SKILL.md
scripts/validate_analysis.py
- Executable scriptline 1
#!/usr/bin/env python
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: 8 facts
- Network access in prose of documentationREADME.md:9Low confidence
- Network access in prose of documentationREADME.md:10Low confidence
- Network access in prose of documentationREADME.md:11Low confidence
- Network access in prose of documentationREADME.md:12Low confidence
- Network access in prose of documentationREADME.md:84Low confidence
- Network access in prose of the SKILL.mdSKILL.md:33Low confidence
- Network access in prose of the SKILL.mdSKILL.md:34Low confidence
- Executable script in code of a file that runsscripts/validate_analysis.py:1High 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.
