Not in the top 1,000 by GitHub stars
coleam00/custom-agent-with-skills
Pydantic AI agent that implements the idea of Claude Skills (progressive disclosure) with no reliance on Claude itself.
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
skills/code_review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
5a8506503d0d → 5a8506503d0d
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 → 5a8506503d0d
No earlier version was observed for comparison.
skills/recipe_finder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
5a8506503d0d → 5a8506503d0d
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 → 5a8506503d0d
No earlier version was observed for comparison.
skills/research_assistant/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
5a8506503d0d → 5a8506503d0d
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 → 5a8506503d0d
No earlier version was observed for comparison.
skills/weather/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
5a8506503d0d → 5a8506503d0d
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 → 5a8506503d0d
No earlier version was observed for comparison.
skills/world_clock/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
5a8506503d0d → 5a8506503d0d
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 → 5a8506503d0d
No earlier version was observed for comparison.
Verified commit 5a8506503d0de3e736b5bbd7e7a9f3dc64b174a8
git clone --filter=blob:none --no-checkout https://github.com/coleam00/custom-agent-with-skills.git .hotskills/coleam00-custom-agent-with-skills && git -C .hotskills/coleam00-custom-agent-with-skills checkout --detach 5a8506503d0de3e736b5bbd7e7a9f3dc64b174a8
# Copy each selected skill directory from .hotskills/coleam00-custom-agent-with-skills into .claude/skills/<skill-name>/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
- code_review
skills/code_review - recipe_finder
skills/recipe_finder - research_assistant
skills/research_assistant - weather
skills/weather - world_clock
skills/world_clock
How it works
code_review
When your agent uses it
Review code for quality, security, and best practices. Use when analyzing code, suggesting improvements, or conducting code reviews.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
1,059 tokensWhen the skill is activated
Reference documents
17,512 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Use
- Available Operations
- Multi-Step Review Workflow
- Resources
- Examples
- Notes
Scripts executed separately
scripts/__init__.pyscripts/lint_patterns.py
Files
SKILL.mdcore5,212 bytesreferences/best_practices.mddoc18,164 bytesreferences/common_antipatterns.mddoc34,435 bytesreferences/security_checklist.mddoc23,659 bytesscripts/__init__.pyruns34 bytesscripts/lint_patterns.pyruns11,527 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubrecipe_finder
When your agent uses it
Search recipes by ingredients, cuisine, or dietary needs. Get nutrition info, meal plans, and cooking instructions. Use when user asks about cooking, recipes, meals, or food.
What it loads into context
Frontmatter
57 tokensAlways available to the agent
SKILL.md
1,280 tokensWhen the skill is activated
Reference documents
4,220 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Use
- Available Operations
- Instructions
- Dietary Restriction Mappings
- Cuisine Types
- Resources
- Examples
- Notes
Files
SKILL.mdcore5,257 bytesreferences/api_reference.mddoc8,346 bytesreferences/dietary_guide.mddoc6,899 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubresearch_assistant
When your agent uses it
Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
What it loads into context
Frontmatter
51 tokensAlways available to the agent
SKILL.md
1,206 tokensWhen the skill is activated
Reference documents
3,958 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Use
- Available Operations
- Instructions
- Resources
- Examples
- Notes
Files
SKILL.mdcore5,090 bytesreferences/api_reference.mddoc8,384 bytesreferences/search_tips.mddoc6,643 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubweather
When your agent uses it
Get weather information for locations using Open-Meteo API. Use when user asks about weather, temperature, or forecasts.
What it loads into context
Frontmatter
43 tokensAlways available to the agent
SKILL.md
672 tokensWhen the skill is activated
Reference documents
1,303 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Use
- Available Operations
- Instructions
- Resources
- Examples
- Notes
Files
SKILL.mdcore2,442 bytesreferences/api_reference.mddoc4,462 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubworld_clock
When your agent uses it
Get current time in any timezone and convert times between locations. Use when user asks about time in different cities, timezone conversions, or scheduling across timezones.
What it loads into context
Frontmatter
51 tokensAlways available to the agent
SKILL.md
1,960 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Use
- Available Operations
- Instructions
- Common Timezone Identifiers
- Timezone Abbreviations Reference
- API Response Format
- Examples
- Handling Edge Cases
- Notes
Files
SKILL.mdcore7,044 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- code_review
- recipe_finder
- research_assistant
- weather
- world_clock
Repository facts
- License
- No license detected
- Created
- Jan 26, 2026
- Last pushed
- Jan 27, 2026
- Forks
- 42
- Open issues
- 0
- Project activity
- Slowing
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 5, 2026
- No broad tool permissions
- No dangerous shell commands
- 59 network referencesin 8 files: recipe_finder/references/api_reference.md:14 research_assistant/references/api_reference.md:8 code_review/references/best_practices.md:188 and 5 more
- No hidden or obfuscated text
- No instruction overrides
- 2 executable scriptsin 2 files: code_review/scripts/__init__.py:1 code_review/scripts/lint_patterns.py:1
- 13 references to secretsin 4 files: code_review/references/security_checklist.md:595 code_review/references/common_antipatterns.md:65 code_review/references/best_practices.md:201 and 1 more
- No requests to vote in Hot
Show all 74 signals by file
skills/code_review/references/best_practices.md
- Network accessline 188
MAX_CONNECTIONS = 100 DEFAULT_TIMEOUT_SECONDS = 30 API_BASE_URL = "https://api.example.com" - Network accessline 189
DEFAULT_TIMEOUT_SECONDS = 30 API_BASE_URL = "https://api.example.com" SUPPORTED_FILE_TYPES = frozenset({"pdf", "doc", "txt"}) - Network accessline 190
API_BASE_URL = "https://api.example.com" - Access to secretsline 201
[Credential-related source omitted] - Network accessline 726
async def fetch_with_limit(url: str) -> Response: async with semaphore: return await fetch(url) - Network accessline 728
return await fetch(url)
skills/code_review/references/common_antipatterns.md
skills/code_review/references/security_checklist.md
- Network accessline 410
"img-src 'self' data: https:; " "font-src 'self'; " "connect-src 'self' https://api.example.com; " - Network accessline 411
"font-src 'self'; " "connect-src 'self' https://api.example.com; " "frame-ancestors 'none';" - Network accessline 412
"connect-src 'self' https://api.example.com; " - Access to secretsline 595
[Credential-related source omitted] - Access to secretsline 600
[Credential-related source omitted] - Access to secretsline 605
[Credential-related source omitted] - Access to secretsline 606
[Credential-related source omitted] - Access to secretsline 607
[Credential-related source omitted] - Access to secretsline 613
[Credential-related source omitted] - Access to secretsline 618
[Credential-related source omitted]
skills/code_review/scripts/__init__.py
- Executable scriptline 1
Executable file
skills/code_review/scripts/lint_patterns.py
- Executable scriptline 1
Executable file
skills/recipe_finder/SKILL.md
- Network accessline 50
**Option A: TheMealDB (Simpler, Completely Free)** - Good for: Basic recipe search, random recipes, category browsing - URL: `https://www.themealdb.com/api/json/v1/1/` - Network accessline 51
- Good for: Basic recipe search, random recipes, category browsing - URL: `https://www.themealdb.com/api/json/v1/1/` - No API key needed (use "1" as the key) - Network accessline 52
- URL: `https://www.themealdb.com/api/json/v1/1/` - Network accessline 64
https://www.themealdb.com/api/json/v1/1/search.php?s=chicken - Network accessline 69
[Credential-related source omitted]
skills/recipe_finder/references/api_reference.md
- Network accessline 14
https://www.themealdb.com/api/json/v1/1 - Network accessline 30
https://www.themealdb.com/api/json/v1/1/search.php?s=chicken - Network accessline 40
https://www.themealdb.com/api/json/v1/1/search.php?f=c - Network accessline 50
https://www.themealdb.com/api/json/v1/1/lookup.php?i=52772 - Network accessline 60
https://www.themealdb.com/api/json/v1/1/random.php - Network accessline 74
https://www.themealdb.com/api/json/v1/1/filter.php?i=chicken_breast - Network accessline 86
https://www.themealdb.com/api/json/v1/1/filter.php?c=Seafood - Network accessline 98
https://www.themealdb.com/api/json/v1/1/filter.php?a=Italian - Network accessline 144
"strArea": "Japanese", "strInstructions": "Preheat oven to 350...", "strMealThumb": "https://www.themealdb.com/images/media/meals/wvpsxx1468256321.jpg", - Network accessline 145
"strInstructions": "Preheat oven to 350...", "strMealThumb": "https://www.themealdb.com/images/media/meals/wvpsxx1468256321.jpg", "strYoutube": "https://www.youtube.com/watch?v=4aZr5hZXP_s", - Network accessline 146
"strMealThumb": "https://www.themealdb.com/images/media/meals/wvpsxx1468256321.jpg", - Network accessline 147
"strYoutube": "https://www.youtube.com/watch?v=4aZr5hZXP_s", - Network accessline 152
"strMeasure2": "1/2 cup", "strMeasure3": "1/4 cup", "strSource": "https://example.com/recipe", - Network accessline 153
"strMeasure3": "1/4 cup", "strSource": "https://example.com/recipe", "strTags": "Meat,Casserole" - Network accessline 154
"strSource": "https://example.com/recipe", - Network accessline 172
https://api.spoonacular.com - Access to secretsline 179
[Credential-related source omitted] - Network accessline 207
[Credential-related source omitted] - Network accessline 225
[Credential-related source omitted] - Network accessline 241
[Credential-related source omitted] - Network accessline 260
[Credential-related source omitted] - Network accessline 270
[Credential-related source omitted] - Network accessline 284
[Credential-related source omitted] - Network accessline 409
https://spoonacular.com/recipeImages/{id}-312x231.jpg
skills/research_assistant/SKILL.md
- Network accessline 52
https://api.semanticscholar.org/graph/v1/paper/search?query=YOUR_QUERY - Network accessline 104
1. Load API reference 2. Call: `https://api.semanticscholar.org/graph/v1/paper/search?query=large+language+models&year=2023&fields=title,authors,year,citationCount,abstract&limit=10` - Network accessline 105
2. Call: `https://api.semanticscholar.org/graph/v1/paper/search?query=large+language+models&year=2023&fields=title,authors,year,citationCount,abstract&limit=10`
skills/research_assistant/references/api_reference.md
- Network accessline 8
https://api.semanticscholar.org/graph/v1 - Network accessline 15
For higher rate limits, request an API key at: https://www.semanticscholar.org/product/api - Network accessline 44
GET https://api.semanticscholar.org/graph/v1/paper/search?query=machine+learning&fields=title,authors,year,citationCount,abstract,tldr&limit=10&year=2023-2024 - Network accessline 96
GET https://api.semanticscholar.org/graph/v1/paper/ARXIV:1706.03762?fields=title,authors,year,citationCount,abstract,tldr,references,citations - Network accessline 166
GET https://api.semanticscholar.org/graph/v1/author/search?query=Geoffrey+Hinton&fields=name,paperCount,citationCount,hIndex - Network accessline 193
GET https://api.semanticscholar.org/graph/v1/author/1741101?fields=name,paperCount,citationCount,hIndex,papers.title,papers.year - Network accessline 215
GET https://api.semanticscholar.org/graph/v1/paper/ARXIV:1706.03762/citations?fields=title,authors,year,citationCount&limit=20 - Network accessline 229
GET https://api.semanticscholar.org/graph/v1/paper/ARXIV:1706.03762/references?fields=title,authors,year,citationCount&limit=20 - Network accessline 250
GET https://api.semanticscholar.org/recommendations/v1/papers/forpaper/649def34f8be52c8b66281af98ae884c09aef38b?fields=title,authors,year,citationCount&limit=10 - Network accessline 276
POST https://api.semanticscholar.org/graph/v1/paper/batch?fields=title,year,citationCount - Network accessline 338
https://www.semanticscholar.org/paper/{paperId} - Network accessline 343
https://www.semanticscholar.org/paper/649def34f8be52c8b66281af98ae884c09aef38b
skills/weather/references/api_reference.md
- Network accessline 8
https://api.open-meteo.com/v1/forecast - Network accessline 85
https://api.open-meteo.com/v1/forecast?latitude=40.71&longitude=-74.01¤t=temperature_2m,weather_code,wind_speed_10m,relative_humidity_2m - Network accessline 91
https://api.open-meteo.com/v1/forecast?latitude=40.71&longitude=-74.01¤t=temperature_2m,weather_code,apparent_temperature&temperature_unit=fahrenheit - Network accessline 97
https://api.open-meteo.com/v1/forecast?latitude=40.71&longitude=-74.01¤t=temperature_2m,relative_humidity_2m,apparent_temperature,precipitation,weather_code,cloud_cover,wind_speed_10m,wind_direction_10m&temperature_unit=fahrenheit&tim
skills/world_clock/SKILL.md
- Network accessline 43
https://worldtimeapi.org/api/timezone/{Area}/{Location} - Network accessline 50
https://worldtimeapi.org/api/timezone/Asia/Tokyo - Network accessline 55
https://worldtimeapi.org/api/timezone/America/New_York - Network accessline 173
1. Call: `https://worldtimeapi.org/api/timezone/Asia/Tokyo`
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: 74 facts
- Network access in code of documentationcode_review/references/best_practices.md:188Low confidence
- Network access in code of documentationcode_review/references/best_practices.md:189Low confidence
- Network access in code of documentationcode_review/references/best_practices.md:190Low confidence
- Access to secrets in prose of documentationcode_review/references/best_practices.md:201Low confidence
- Network access in code of documentationcode_review/references/best_practices.md:726Low confidence
- Network access in code of documentationcode_review/references/best_practices.md:728Low confidence
- Access to secrets in code of documentation: a variable, placeholder or call, not a stored valuecode_review/references/common_antipatterns.md:65Low confidence
- Access to secrets in code of documentationcode_review/references/common_antipatterns.md:687Low confidence
- Access to secrets in code of documentationcode_review/references/common_antipatterns.md:690Low confidence
- Access to secrets in code of documentationcode_review/references/common_antipatterns.md:694Low confidence
- Network access in code of documentationcode_review/references/security_checklist.md:410Low confidence
- Network access in code of documentationcode_review/references/security_checklist.md:411Low confidence
- Network access in code of documentationcode_review/references/security_checklist.md:412Low confidence
- Access to secrets in code of documentationcode_review/references/security_checklist.md:595Low confidence
- Access to secrets in code of documentationcode_review/references/security_checklist.md:600Low confidence
- Access to secrets in code of documentation: a variable, placeholder or call, not a stored valuecode_review/references/security_checklist.md:605Low confidence
- Access to secrets in code of documentationcode_review/references/security_checklist.md:606Low confidence
- Access to secrets in code of documentation: a variable, placeholder or call, not a stored valuecode_review/references/security_checklist.md:607Low confidence
- Access to secrets in code of documentationcode_review/references/security_checklist.md:613Low confidence
- Access to secrets in code of documentationcode_review/references/security_checklist.md:618Low confidence
- Executable script in prose of a file that runscode_review/scripts/__init__.py:1Low confidence
- Executable script in prose of a file that runscode_review/scripts/lint_patterns.py:1Low confidence
- Network access in prose of the SKILL.mdrecipe_finder/SKILL.md:50Low confidence
- Network access in prose of the SKILL.mdrecipe_finder/SKILL.md:51Low confidence
- Network access in prose of the SKILL.mdrecipe_finder/SKILL.md:52Low confidence
- Network access in code of the SKILL.mdrecipe_finder/SKILL.md:64High confidence
- Network access in code of the SKILL.mdrecipe_finder/SKILL.md:69High confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:14Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:30Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:40Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:50Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:60Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:74Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:86Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:98Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:144Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:145Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:146Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:147Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:152Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:153Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:154Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:172Low confidence
- Access to secrets in code of documentation: a variable, placeholder or call, not a stored valuerecipe_finder/references/api_reference.md:179Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:207Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:225Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:241Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:260Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:270Low confidence
- Network access in code of documentationrecipe_finder/references/api_reference.md:284Low confidence
and 24 more
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Native | Path .claude/PRD.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/weather/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/weather/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/weather/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/weather/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/weather/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.