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HunYiSage/StudyAnalysis-Skills

深度解析链接、文档或代码，生成“全能导师级”的教学笔记

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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`knowledge-absorber/SKILL.md`

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View on GitHub Add to my skills

Verified commit f8f8ce80c79054d5a62f2d1f15319d1ebe44cb2f

661GitHub stars

7stars in 7 days

1skill in this repository

0commits in 30 days

Heat

3.6

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

knowledge-absorber knowledge-absorber

How it works

knowledge-absorber

When your agent uses it

深度解析链接、文档或代码，生成”全能导师级”的教学笔记（零基础直达精通）。具备”真理锚定”校验能力，自动识别幻觉与过时信息。支持国学风格渲染，自动清理广告和无用内容。

What it loads into context

Frontmatter

144 tokens

Always available to the agent

SKILL.md

1,552 tokens

When the skill is activated

Reference documents

4,100 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

第一步：智能摄取 (Content Ingestion)
第二步：真理锚定 (Truth Anchoring)
第三步：生成教学内容
第四步：质量验收 (Quality Assurance)

Scripts executed separately

assets/mentor_runtime.js
scripts/build_source_package.py
scripts/content_ingester.py
scripts/demo_run.py
scripts/generate_knowledge_card.py
scripts/knowledge_card_generation.py
scripts/knowledge_card_rendering.py
scripts/mentor_relay.py
scripts/openai_compatible_client.py
scripts/package_interactive_html.py
scripts/quick_update.py
scripts/regenerate_html.py
scripts/rule_card_generator.py
scripts/run_full_pipeline.py
scripts/system_prompt_contract.py
scripts/truth_anchor.py
scripts/update_css.py
scripts/validate_knowledge_card.py

Files

SKILL.mdcore5,608 bytes
SKILL.mdcore5,608 bytes
SKILL.mdcore5,608 bytes
SKILL.mdcore5,608 bytes
assets/knowledge_card_base.cssasset4,266 bytes
assets/knowledge_card_design.cssasset9,760 bytes
assets/knowledge_card_ink.cssasset828 bytes
assets/knowledge_card_ink_enhanced.cssasset13,066 bytes
assets/knowledge_card_modern.cssasset841 bytes
assets/mentor_prompts.jsonasset2,570 bytes
assets/mentor_runtime.cssasset7,365 bytes
assets/mentor_runtime.jsruns35,269 bytes
references/system_prompt.mddoc14,627 bytes
requirements.txtdoc172 bytes
scripts/build_source_package.pyruns16,807 bytes
scripts/content_ingester.pyruns43,428 bytes
scripts/demo_run.pyruns10,564 bytes
scripts/generate_knowledge_card.pyruns2,930 bytes
scripts/knowledge_card_generation.pyruns10,855 bytes
scripts/knowledge_card_rendering.pyruns22,082 bytes
scripts/mentor_relay.pyruns3,850 bytes
scripts/openai_compatible_client.pyruns9,253 bytes
scripts/package_interactive_html.pyruns21,403 bytes
scripts/quick_update.pyruns718 bytes
scripts/regenerate_html.pyruns2,425 bytes
scripts/rule_card_generator.pyruns12,769 bytes
scripts/run_full_pipeline.pyruns15,249 bytes
scripts/system_prompt_contract.pyruns4,593 bytes
scripts/truth_anchor.pyruns16,124 bytes
scripts/update_css.pyruns1,064 bytes
scripts/validate_knowledge_card.pyruns20,437 bytes

No excerpt is shown for this license. Read the source on GitHub.

View the complete source on GitHub

Skills included

knowledge-absorber

Repository facts

License: No license detected
Created: Jan 20, 2026
Last pushed: Mar 16, 2026
Forks: 51
Open issues: 1
Project activity: Slowing

Rank over the last 12 weeks

Now #938 · best #761 · down 68 in 30 days

#929 on Oct 17
#910 on Oct 18
#960 on Oct 19
#959 on Oct 20
#973 on Oct 21
#938 since Oct 22

32 earlier periods

#887 on Aug 1
#797 on Aug 6
#767 on Aug 9
#802 on Aug 11
#806 on Aug 13
#765 on Aug 15
#786 on Aug 16
#796 on Aug 17
#811 on Aug 19
#804 on Aug 20
#809 on Aug 21
#761 on Aug 22
#813 on Aug 23
#873 on Sep 1
#849 on Sep 2
#852 on Sep 7
#867 on Sep 10
#864 on Sep 14
#858 on Sep 15
#832 on Sep 19
#870 on Sep 21
#880 on Sep 23
#844 on Sep 24
#846 on Sep 27
#889 on Sep 28
#910 on Oct 7
#954 on Oct 8
#917 on Oct 9
#900 on Oct 11
#935 on Oct 13
#953 on Oct 14
#949 on Oct 16

Before you install

Network or broad shell

Automated 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

knowledge-absorber/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
knowledge-absorber/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
knowledge-absorber/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
No dangerous shell commands
42 network referencesin 9 files: knowledge-absorber/scripts/content_ingester.py:398 knowledge-absorber/scripts/package_interactive_html.py:307 knowledge-absorber/SKILL.md:24 and 6 more
2 obfuscation signalsin 2 files: knowledge-absorber/assets/mentor_runtime.js:394 knowledge-absorber/scripts/knowledge_card_rendering.py:210
No instruction overrides
18 executable scriptsin 18 files: knowledge-absorber/assets/mentor_runtime.js:1 knowledge-absorber/scripts/build_source_package.py:1 knowledge-absorber/scripts/content_ingester.py:1 and 15 more
11 references to secretsin 4 files: knowledge-absorber/scripts/openai_compatible_client.py:23 knowledge-absorber/scripts/package_interactive_html.py:223 knowledge-absorber/assets/mentor_runtime.js:220 and 1 more
No requests to vote in Hot

Show all 73 signals by file

`knowledge-absorber/SKILL.md`

Network accessline 24

python scripts/run_full_pipeline.py “https://example.com/article”

Network accessline 26

python scripts/run_full_pipeline.py “E:\资料\架构图.png” python scripts/run_full_pipeline.py “E:\repo\main.py” python scripts/run_full_pipeline.py “https://example.com/article” “E:\资料\补充说明.pdf”

Network accessline 28

python scripts/run_full_pipeline.py “https://example.com/article” “E:\资料\补充说明.pdf”

Network accessline 34

python scripts/run_full_pipeline.py “学习这个 https://example.com/article”

Network accessline 125

- `python scripts/mentor_relay.py`（默认 `http://127.0.0.1:8760`）

`knowledge-absorber/assets/mentor_runtime.js`

Executable scriptline 1
```
Executable file
```

Network accessline 19

const relayUrl = String(runtimeOptions.relay_url || "http://127.0.0.1:8760").replace(/\/+$/, "");

Access to secretsline 220
```
[Credential-related source omitted]
```

Network accessline 269

let response;     try {       response = await fetch(`${relayUrl}${path}`, {

Network accessline 270

try {       response = await fetch(`${relayUrl}${path}`, {         method: "POST",

Network accessline 271

response = await fetch(`${relayUrl}${path}`, {

Possible obfuscationline 394
```
const binary = atob(value);
```

`knowledge-absorber/scripts/build_source_package.py`

Executable scriptline 1
```
Executable file
```

`knowledge-absorber/scripts/content_ingester.py`

Executable scriptline 1
```
Executable file
```

Network accessline 398

else:             try:                 resp = requests.get(url, headers=self.headers, timeout=15)

Network accessline 399

try:                 resp = requests.get(url, headers=self.headers, timeout=15)                 if resp.status_code in [403, 429, 503]:

Network accessline 400

resp = requests.get(url, headers=self.headers, timeout=15)

Network accessline 778

}             """             font_link = '<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;700&display=swap" rel="stylesheet">'

Network accessline 779

"""             font_link = '<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;700&display=swap" rel="stylesheet">'         else:

Network accessline 780

font_link = '<link href="https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;700&display=swap" rel="stylesheet">'

Network accessline 798

}             """             font_link = '<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;600;700&display=swap" rel="stylesheet">'

Network accessline 800

font_link = '<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;600;700&display=swap" rel="stylesheet">'

Network accessline 807

<meta name="viewport" content="width=device-width, initial-scale=1.0">     <title>{self.title} - LCS 真理审计报告</title>     <script src="https://cdn.tailwindcss.com"></script>

Network accessline 808

<title>{self.title} - LCS 真理审计报告</title>     <script src="https://cdn.tailwindcss.com"></script>     <script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>

Network accessline 809

<script src="https://cdn.tailwindcss.com"></script>

Network accessline 810

<script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>

Network accessline 811

<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>

`knowledge-absorber/scripts/demo_run.py`

Executable scriptline 1
```
Executable file
```

Network accessline 16

def main():     target = "https://example.com/demo"

Network accessline 17
```
target = "https://example.com/demo"
```

`knowledge-absorber/scripts/generate_knowledge_card.py`

Executable scriptline 1
```
Executable file
```

`knowledge-absorber/scripts/knowledge_card_generation.py`

Executable scriptline 1
```
Executable file
```

`knowledge-absorber/scripts/knowledge_card_rendering.py`

Executable scriptline 1
```
Executable file
```

Possible obfuscationline 210

const savedTheme=localStorage.getItem('knowledge-card-theme')||'light';document.documentElement.setAttribute('data-theme',savedTheme);document.getElementById('theme-toggle').addEventListener('click',()=>{const next=document.documentElement.

Network accessline 349

<meta charset="UTF-8"><meta name="viewport" content="width=device-width, initial-scale=1.0">   <title>{html.escape(data['header']['title'])}</title>   <script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>

Network accessline 350

<title>{html.escape(data['header']['title'])}</title>   <script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>   <style>{styles}</style>

Network accessline 351

<script src="https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js"></script>

`knowledge-absorber/scripts/mentor_relay.py`

Executable scriptline 1
```
Executable file
```

Network accessline 94

args = parse_args()     server = ThreadingHTTPServer((args.host, args.port), RelayHandler)     print(f"Mentor relay listening on http://{args.host}:{args.port}")

Network accessline 95

server = ThreadingHTTPServer((args.host, args.port), RelayHandler)     print(f"Mentor relay listening on http://{args.host}:{args.port}")     try:

Network accessline 96

print(f"Mentor relay listening on http://{args.host}:{args.port}")

`knowledge-absorber/scripts/openai_compatible_client.py`

Executable scriptline 1
```
Executable file
```
Access to secretsline 23
```
[Credential-related source omitted]
```
Access to secretsline 29
```
[Credential-related source omitted]
```

Network accessline 142

for endpoint, mode in build_endpoint_candidates(connection["base_url"]):         try:             response = requests.post(

Network accessline 143

try:             response = requests.post(                 endpoint,

Network accessline 144
```
response = requests.post(
```
Access to secretsline 148
```
[Credential-related source omitted]
```
Access to secretsline 223
```
[Credential-related source omitted]
```
Access to secretsline 224
```
[Credential-related source omitted]
```
Access to secretsline 226
```
[Credential-related source omitted]
```

`knowledge-absorber/scripts/package_interactive_html.py`

Executable scriptline 1
```
Executable file
```
Access to secretsline 223
```
[Credential-related source omitted]
```
Access to secretsline 231
```
[Credential-related source omitted]
```
Access to secretsline 240
```
[Credential-related source omitted]
```

Network accessline 307

"allow_manual": allow_manual,         "allow_injected": allow_injected,         "relay_url": "http://127.0.0.1:8760",

Network accessline 308

"allow_injected": allow_injected,         "relay_url": "http://127.0.0.1:8760",     }

Network accessline 309
```
"relay_url": "http://127.0.0.1:8760",
```

Network accessline 349

<p class=\"mentor-muted\">{manual_note}</p>         <label class=\"mentor-label\" for=\"mentor-base-url\">Base URL 或完整 Endpoint</label>         <input id=\"mentor-base-url\" class=\"mentor-input\" type=\"text\" placeholder=\"https://api.ope

Network accessline 350

<label class=\"mentor-label\" for=\"mentor-base-url\">Base URL 或完整 Endpoint</label>         <input id=\"mentor-base-url\" class=\"mentor-input\" type=\"text\" placeholder=\"https://api.openai.com/v1 或 https://api.openai.com/v1/chat/completi

Network accessline 351

<input id=\"mentor-base-url\" class=\"mentor-input\" type=\"text\" placeholder=\"https://api.openai.com/v1 或 https://api.openai.com/v1/chat/completions\">

`knowledge-absorber/scripts/quick_update.py`

Executable scriptline 1
```
Executable file
```

`knowledge-absorber/scripts/regenerate_html.py`

Executable scriptline 1
```
Executable file
```

`knowledge-absorber/scripts/rule_card_generator.py`

Executable scriptline 1
```
Executable file
```

`knowledge-absorber/scripts/run_full_pipeline.py`

Executable scriptline 1
```
Executable file
```
Access to secretsline 171
```
[Credential-related source omitted]
```

`knowledge-absorber/scripts/system_prompt_contract.py`

Executable scriptline 1
```
Executable file
```

`knowledge-absorber/scripts/truth_anchor.py`

Executable scriptline 1
```
Executable file
```

Network accessline 148

"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/133.0 Safari/537.36",     }     response = requests.get(url, timeout=10, headers=headers)

Network accessline 149

}     response = requests.get(url, timeout=10, headers=headers)     response.raise_for_status()

Network accessline 150

response = requests.get(url, timeout=10, headers=headers)

`knowledge-absorber/scripts/update_css.py`

Executable scriptline 1
```
Executable file
```

`knowledge-absorber/scripts/validate_knowledge_card.py`

Executable scriptline 1
```
Executable file
```

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.

Declared and executed: 5 facts

Contacts fonts.googleapis.com, which SKILL.md, the README and the plugin manifest do not mentionknowledge-absorber/scripts/content_ingester.py:780High confidence
Contacts cdn.tailwindcss.com, which SKILL.md, the README and the plugin manifest do not mentionknowledge-absorber/scripts/content_ingester.py:809High confidence
Contacts cdn.jsdelivr.net, which SKILL.md, the README and the plugin manifest do not mentionknowledge-absorber/scripts/content_ingester.py:810High confidence
Contacts cdn.jsdelivr.net, which SKILL.md, the README and the plugin manifest do not mentionknowledge-absorber/scripts/knowledge_card_rendering.py:351High confidence
Contacts api.openai.com, which SKILL.md, the README and the plugin manifest do not mentionknowledge-absorber/scripts/package_interactive_html.py:351High confidence

Signal confidence: 73 facts

Network access in code of the SKILL.mdknowledge-absorber/SKILL.md:24High confidence
Network access in code of the SKILL.mdknowledge-absorber/SKILL.md:26High confidence
Network access in code of the SKILL.mdknowledge-absorber/SKILL.md:28High confidence
Network access in code of the SKILL.mdknowledge-absorber/SKILL.md:34High confidence
Network access in prose of the SKILL.mdknowledge-absorber/SKILL.md:125Low confidence
Executable script in code of a file that runsknowledge-absorber/assets/mentor_runtime.js:1High confidence
Network access in code of a file that runsknowledge-absorber/assets/mentor_runtime.js:19High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueknowledge-absorber/assets/mentor_runtime.js:220Low confidence
Network access in code of a file that runsknowledge-absorber/assets/mentor_runtime.js:269High confidence
Network access in code of a file that runsknowledge-absorber/assets/mentor_runtime.js:270High confidence
Network access in code of a file that runsknowledge-absorber/assets/mentor_runtime.js:271High confidence
Possible obfuscation in code of a file that runsknowledge-absorber/assets/mentor_runtime.js:394High confidence
Executable script in code of a file that runsknowledge-absorber/scripts/build_source_package.py:1High confidence
Executable script in code of a file that runsknowledge-absorber/scripts/content_ingester.py:1High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:398High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:399High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:400High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:778High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:779High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:780High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:798High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:800High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:807High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:808High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:809High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:810High confidence
Network access in code of a file that runsknowledge-absorber/scripts/content_ingester.py:811High confidence
Executable script in code of a file that runsknowledge-absorber/scripts/demo_run.py:1High confidence
Network access in code of a file that runsknowledge-absorber/scripts/demo_run.py:16High confidence
Network access in code of a file that runsknowledge-absorber/scripts/demo_run.py:17High confidence
Executable script in code of a file that runsknowledge-absorber/scripts/generate_knowledge_card.py:1High confidence
Executable script in code of a file that runsknowledge-absorber/scripts/knowledge_card_generation.py:1High confidence
Executable script in code of a file that runsknowledge-absorber/scripts/knowledge_card_rendering.py:1High confidence
Possible obfuscation in code of a file that runsknowledge-absorber/scripts/knowledge_card_rendering.py:210High confidence
Network access in code of a file that runsknowledge-absorber/scripts/knowledge_card_rendering.py:349High confidence
Network access in code of a file that runsknowledge-absorber/scripts/knowledge_card_rendering.py:350High confidence
Network access in code of a file that runsknowledge-absorber/scripts/knowledge_card_rendering.py:351High confidence
Executable script in code of a file that runsknowledge-absorber/scripts/mentor_relay.py:1High confidence
Network access in code of a file that runsknowledge-absorber/scripts/mentor_relay.py:94High confidence
Network access in code of a file that runsknowledge-absorber/scripts/mentor_relay.py:95High confidence
Network access in code of a file that runsknowledge-absorber/scripts/mentor_relay.py:96High confidence
Executable script in code of a file that runsknowledge-absorber/scripts/openai_compatible_client.py:1High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueknowledge-absorber/scripts/openai_compatible_client.py:23Low confidence
Access to secrets in code of a file that runsknowledge-absorber/scripts/openai_compatible_client.py:29High confidence
Network access in code of a file that runsknowledge-absorber/scripts/openai_compatible_client.py:142High confidence
Network access in code of a file that runsknowledge-absorber/scripts/openai_compatible_client.py:143High confidence
Network access in code of a file that runsknowledge-absorber/scripts/openai_compatible_client.py:144High confidence
Access to secrets in code of a file that runsknowledge-absorber/scripts/openai_compatible_client.py:148High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueknowledge-absorber/scripts/openai_compatible_client.py:223Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueknowledge-absorber/scripts/openai_compatible_client.py:224Low confidence

and 23 more

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md knowledge-absorber/SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md knowledge-absorber/SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md knowledge-absorber/SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md knowledge-absorber/SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md knowledge-absorber/SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md knowledge-absorber/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.

HunYiSage/StudyAnalysis-Skills

History

knowledge-absorber/SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

knowledge-absorber

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Rank over the last 12 weeks

Before you install

knowledge-absorber/SKILL.md

knowledge-absorber/assets/mentor_runtime.js

knowledge-absorber/scripts/build_source_package.py

knowledge-absorber/scripts/content_ingester.py

knowledge-absorber/scripts/demo_run.py

knowledge-absorber/scripts/generate_knowledge_card.py

knowledge-absorber/scripts/knowledge_card_generation.py

knowledge-absorber/scripts/knowledge_card_rendering.py

knowledge-absorber/scripts/mentor_relay.py

knowledge-absorber/scripts/openai_compatible_client.py

knowledge-absorber/scripts/package_interactive_html.py

knowledge-absorber/scripts/quick_update.py

knowledge-absorber/scripts/regenerate_html.py

knowledge-absorber/scripts/rule_card_generator.py

knowledge-absorber/scripts/run_full_pipeline.py

knowledge-absorber/scripts/system_prompt_contract.py

knowledge-absorber/scripts/truth_anchor.py

knowledge-absorber/scripts/update_css.py

knowledge-absorber/scripts/validate_knowledge_card.py

How the signals fit together

Works with

You might also use

mattpocock/skills

obra/superpowers

NousResearch/hermes-agent

multica-ai/andrej-karpathy-skills

anthropics/skills

DietrichGebert/ponytail

`knowledge-absorber/SKILL.md`

`knowledge-absorber/SKILL.md`

`knowledge-absorber/assets/mentor_runtime.js`

`knowledge-absorber/scripts/build_source_package.py`

`knowledge-absorber/scripts/content_ingester.py`

`knowledge-absorber/scripts/demo_run.py`

`knowledge-absorber/scripts/generate_knowledge_card.py`

`knowledge-absorber/scripts/knowledge_card_generation.py`

`knowledge-absorber/scripts/knowledge_card_rendering.py`

`knowledge-absorber/scripts/mentor_relay.py`

`knowledge-absorber/scripts/openai_compatible_client.py`

`knowledge-absorber/scripts/package_interactive_html.py`

`knowledge-absorber/scripts/quick_update.py`

`knowledge-absorber/scripts/regenerate_html.py`

`knowledge-absorber/scripts/rule_card_generator.py`

`knowledge-absorber/scripts/run_full_pipeline.py`

`knowledge-absorber/scripts/system_prompt_contract.py`

`knowledge-absorber/scripts/truth_anchor.py`

`knowledge-absorber/scripts/update_css.py`

`knowledge-absorber/scripts/validate_knowledge_card.py`