Not in the top 1,000 by GitHub stars
yaofeino1/tech-distiller
把公司技术文档蒸馏成按职位方向过滤的结构化技术报告 | Inspired by colleague-skill & ex-skill
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 Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Local scripts
First observation → 035fe2cbf8f8
No earlier version was observed for comparison.
144GitHub stars
0stars in 7 days
1skill in this repository
0commits in 30 days
Heat
0.4- 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
tech-distiller
When your agent uses it
Distill company/team technical knowledge from internal or external documents into a structured report, filtered by technical direction/role. Use when the user wants to: (1) collect and summarize technical docs from any source (URL, file, wiki, API, knowledge base), (2) filter content by role or direction (e.g., 搜索, 推荐, 后端, 基础架构, 数据平台, ML, 客户端, 前端), (3) generate a polished technical summary report capturing architecture, algorithms, interfaces, and design decisions, (4) evolve or refine an existing report with new documents. Triggers on phrases like "蒸馏技术文档", "生成技术报告", "distill tech docs", "tech knowledge report", "技术总结", "按职位方向生成报告", "公司技术蒸馏", "知识沉淀".
What it loads into context
Frontmatter
187 tokensAlways available to the agent
SKILL.md
1,336 tokensWhen the skill is activated
Reference documents
3,310 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Workflow
- Evolution — 报告进化机制
- Notes
Scripts executed separately
scripts/render_report.py
Files
.gitignoreasset46 bytesREADME.mddoc9,249 bytesSKILL.mdcore5,346 bytesSKILL.mdcore5,346 bytesSKILL.mdcore5,346 bytesSKILL.mdcore5,346 bytesreferences/filtering-guide.mddoc3,113 bytesrequirements.txtdoc276 bytesscripts/render_report.pyruns3,089 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- tech-distiller
Repository facts
- License
- No license detected
- Created
- Apr 6, 2026
- Last pushed
- Apr 6, 2026
- Forks
- 17
- Open issues
- 1
- Project activity
- Slowing
Before you install
Local scriptsAutomated signals, not a guarantee
Checked Nov 5, 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
- 14 network referencesin 3 files: README.md:8 SKILL.md:16 scripts/render_report.py:10
- No hidden or obfuscated text
- No instruction overrides
- 1 executable scriptin 1 file: scripts/render_report.py:1
- No access to secrets
- No requests to vote in Hot
Show all 15 signals by file
README.md
- Network accessline 8
[](./LICENSE) - Network accessline 9
[](https://python.org/) - Network accessline 10
[](https://claude.ai/code) - Network accessline 11
[](https://agentskills.io/) - Network accessline 195
本项目遵循 [AgentSkills](https://agentskills.io/) 开放标准，整个 repo 即一个 skill 目录： - Network accessline 238
- **[同事.skill](https://github.com/titanwings/colleague-skill)**（by [@titanwings](https://github.com/titanwings)）— 首创"把人蒸馏成 AI Skill"的双层架构与进化机制 - Network accessline 239
- **[前任.skill](https://github.com/therealXiaomanChu/ex-skill)**（by [@therealXiaomanChu](https://github.com/therealXiaomanChu)）— 验证了蒸馏模式在职场之外的普适性 - Network accessline 245
本项目遵循 [AgentSkills](https://agentskills.io/) 开放标准，兼容 Claude Code 和 OpenClaw。
SKILL.md
- Network accessline 16
| Input | Description | Example | |---|---|---| | **文档来源** | URLs, file paths, API endpoints, wiki spaces, knowledge base IDs | `https://wiki.company.com`, local `.md` files, Feishu docs | - Network accessline 17
|---|---|---| | **文档来源** | URLs, file paths, API endpoints, wiki spaces, knowledge base IDs | `https://wiki.company.com`, local `.md` files, Feishu docs | | **技术方向** | Role / domain to focus on | `搜索算法`, `推荐系统`, `后端服务`, `数据平台`, `基础架构`, `ML/ - Network accessline 18
| **文档来源** | URLs, file paths, API endpoints, wiki spaces, knowledge base IDs | `https://wiki.company.com`, local `.md` files, Feishu docs |
scripts/render_report.py
- Executable scriptline 1
#!/usr/bin/env python3 - Network accessline 10
"direction": "搜索算法", "audience": "新员工", "sources": ["https://...", "wiki://..."], - Network accessline 11
"audience": "新员工", "sources": ["https://...", "wiki://..."], "generated_at": "2026-04-06", - Network accessline 12
"sources": ["https://...", "wiki://..."],
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.
Signal confidence: 15 facts
- Network access in prose of documentationREADME.md:8Low confidence
- 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:195Low confidence
- Network access in prose of documentationREADME.md:238Low confidence
- Network access in prose of documentationREADME.md:239Low confidence
- Network access in prose of documentationREADME.md:245Low confidence
- Network access in prose of the SKILL.mdSKILL.md:16Low confidence
- Network access in prose of the SKILL.mdSKILL.md:17Low confidence
- Network access in prose of the SKILL.mdSKILL.md:18Low confidence
- Executable script in code of a file that runsscripts/render_report.py:1High confidence
- Network access in prose of a file that runsscripts/render_report.py:10Low confidence
- Network access in prose of a file that runsscripts/render_report.py:11Low confidence
- Network access in prose of a file that runsscripts/render_report.py:12Low 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.
