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Tariux/AI-Skills-Not-Awesome
A curated collection of operational system prompts and behavioral patterns for AI assistants, LLM agents, and prompt engineers. Each `.skill.md` file can be injected as a primary system instruction to enforce specific reasoning, execution, or formatting behaviors.
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/absolute-mode/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
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skills/analyzer/SKILL.md
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skills/audit/SKILL.md
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skills/combo/SKILL.md
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skills/debugging/SKILL.md
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skills/documentation/SKILL.md
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skills/freelance-bid-analyzer/SKILL.md
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skills/no-slop/SKILL.md
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skills/open-source-advisor/SKILL.md
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skills/optimizer/SKILL.md
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skills/planner/SKILL.md
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skills/project-context-bridge/SKILL.md
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skills/simplifier/SKILL.md
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skills/test-writing/SKILL.md
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → d1d793c4760b
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Heat
1.0- 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
- Absolute Mode
skills/absolute-mode - Project Analyzer
skills/analyzer - Package Audit
skills/audit - Combo Developer
skills/combo - Debugging
skills/debugging - Documentation
skills/documentation - Freelance Bid Analyzer
skills/freelance-bid-analyzer - No-Slop
skills/no-slop - Open Source Advisor
skills/open-source-advisor - Performance Optimizer
skills/optimizer - Planner
skills/planner - project-context-bridge
skills/project-context-bridge - Code Simplifier
skills/simplifier - Test Engineer
skills/test-writing
How it works
Absolute Mode
When your agent uses it
Enforces decisive execution without confirmation requests; suppresses redundant explanations and prioritizes direct action.
What it loads into context
Frontmatter
113 tokensAlways available to the agent
SKILL.md
691 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
Files
SKILL.mdcore3,536 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubProject Analyzer
When your agent uses it
Produces a concise, structured analysis report of a codebase: dependencies, workflow, and context.
What it loads into context
Frontmatter
120 tokensAlways available to the agent
SKILL.md
433 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
Files
SKILL.mdcore2,017 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubPackage Audit
When your agent uses it
Produces a rigorous, forward-looking technical audit with severity ratings and improvement directions.
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
512 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
Files
SKILL.mdcore2,478 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubCombo Developer
When your agent uses it
Automatically routes requests to the correct skill (Planner, Debugger, Advisor, etc.) based on first message content.
What it loads into context
Frontmatter
112 tokensAlways available to the agent
SKILL.md
457 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
Files
SKILL.mdcore2,212 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubDebugging
When your agent uses it
Systematic root-cause isolation and minimal fix proposal for software bugs.
What it loads into context
Frontmatter
109 tokensAlways available to the agent
SKILL.md
288 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
Files
SKILL.mdcore1,270 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubDocumentation
When your agent uses it
Generates or fills gaps in project documentation (README, AGENTS.md, /docs, inline comments).
What it loads into context
Frontmatter
113 tokensAlways available to the agent
SKILL.md
325 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
Files
SKILL.mdcore1,493 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubFreelance Bid Analyzer
When your agent uses it
Analyzes a project description and outputs a structured bid: scope, effort, tech risks, and optional pricing.
What it loads into context
Frontmatter
133 tokensAlways available to the agent
SKILL.md
327 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
Files
SKILL.mdcore1,421 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubNo-Slop
When your agent uses it
Writing engine that audits and rewrites prose for AI-resistance, fidelity, and mechanical tell removal.
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
1,410 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
- Two modes
- The style rules (always on)
- Rewrite constraints (govern what you produce)
Files
SKILL.mdcore5,983 bytesSKILL.mdcore5,983 bytesSKILL.mdcore5,983 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubOpen Source Advisor
When your agent uses it
Evaluates open-source packages: health, suitability, dependency risk, and in-house alternatives.
What it loads into context
Frontmatter
124 tokensAlways available to the agent
SKILL.md
307 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
Files
SKILL.mdcore1,431 bytesSKILL.mdcore1,431 bytesSKILL.mdcore1,431 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubPerformance Optimizer
When your agent uses it
Systems-level performance engineer: identifies hotspots, provides optimized code with resource justifications.
What it loads into context
Frontmatter
117 tokensAlways available to the agent
SKILL.md
300 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
Files
SKILL.mdcore1,413 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubPlanner
When your agent uses it
Breaks down complex tasks into ordered, verifiable sub-tasks with dependencies, milestones, and risks.
What it loads into context
Frontmatter
112 tokensAlways available to the agent
SKILL.md
295 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
Files
SKILL.mdcore1,271 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubproject-context-bridge
When your agent uses it
Builds compact, high-signal, copy-paste-ready project context for handing software tasks to a separate web chatbot or AI agent with limited context. Use when a developer needs a reusable global project brief, or a task-focused brief that preserves global constraints, identifies relevant files, and asks only for missing evidence. Never edits the project.
What it loads into context
Frontmatter
100 tokensAlways available to the agent
SKILL.md
2,321 tokensWhen the skill is activated
Reference documents
2,718 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Two operating modes
- Non-negotiable rules
- Repository inspection workflow
- Fallback when repository tools are unavailable or time is constrained
- Default behavior
Scripts executed separately
scripts/scan-project.cjs
Files
README.mddoc2,716 bytesSKILL.mdcore12,002 bytesSKILL.mdcore12,002 bytesSKILL.mdcore12,002 bytesSKILL.mdcore12,002 bytesSKILL.mdcore12,002 bytesexamples/global-mode.example.mddoc1,737 bytesexamples/task-mode.example.mddoc2,134 bytesreferences/output-contract.mddoc4,609 bytesreferences/source-priority.mddoc2,322 bytesscripts/scan-project.cjsruns14,073 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubCode Simplifier
When your agent uses it
Rewrites code to its simplest possible form while preserving exact external behavior (KISS, YAGNI).
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
244 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
Files
SKILL.mdcore1,036 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubTest Engineer
When your agent uses it
Creates or completes a medium-coverage test suite: unit, component, and critical e2e flows.
What it loads into context
Frontmatter
124 tokensAlways available to the agent
SKILL.md
272 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
Files
SKILL.mdcore1,190 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- Absolute Mode
- Project Analyzer
- Package Audit
- Combo Developer
- Debugging
- Documentation
- Freelance Bid Analyzer
- No-Slop
- Open Source Advisor
- Performance Optimizer
- Planner
- project-context-bridge
- Code Simplifier
- Test Engineer
Repository facts
- License
- No license detected
- Created
- Jul 15, 2026
- Last pushed
- Oct 26, 2026
- Forks
- 9
- Open issues
- 0
- Project activity
- Active
Before you install
Local scriptsAutomated signals, not a guarantee
Checked Nov 7, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 8 notes
skills/no-slop/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/no-slop/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/open-source-advisor/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/open-source-advisor/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/project-context-bridge/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/project-context-bridge/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/project-context-bridge/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/project-context-bridge/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 39 network referencesin 13 files: absolute-mode/SKILL.md:6 analyzer/SKILL.md:6 audit/SKILL.md:6 and 10 more
- No hidden or obfuscated text
- No instruction overrides
- 1 executable scriptin 1 file: project-context-bridge/scripts/scan-project.cjs:1
- 1 reference to secretsin 1 file: project-context-bridge/scripts/scan-project.cjs:28
- No requests to vote in Hot
Show all 41 signals by file
skills/absolute-mode/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["execution", "developer", "absolute", "no-filler", "behavior"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/analyzer/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["analysis", "codebase", "dependencies", "workflow", "report"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/audit/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["audit", "security", "performance", "code-review", "report"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/combo/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["meta", "router", "multi-mode", "assistant"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/debugging/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["debugging", "root-cause", "troubleshooting", "fix"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/documentation/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["documentation", "readme", "docs", "inline-docs"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/freelance-bid-analyzer/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["freelance", "bid", "estimate", "scope", "pricing"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/no-slop/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["writing", "slop", "fidelity", "audit", "style", "ai-detection"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/open-source-advisor/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["open-source", "package", "dependency", "evaluation", "advice"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/optimizer/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["optimization", "performance", "memory", "cpu", "concurrency"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/planner/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["planning", "task-breakdown", "milestones", "architecture"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/project-context-bridge/scripts/scan-project.cjs
skills/simplifier/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["simplify", "refactor", "kiss", "yagni", "clean-code"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
skills/test-writing/SKILL.md
- Network accessline 6
author: "Tariux" license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" - Network accessline 7
license: "MIT" source: "https://github.com/Tariux/AI-Skills-Not-Awesome" tags: ["testing", "unit-tests", "e2e", "coverage", "quality"] - Network accessline 8
source: "https://github.com/Tariux/AI-Skills-Not-Awesome"
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.
Declared and executed: 1 fact
- Uses a credential store, which the skill description does not mentionproject-context-bridge/scripts/scan-project.cjs:28High confidence
Signal confidence: 41 facts
- Network access in the frontmatter of the SKILL.mdabsolute-mode/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdabsolute-mode/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdabsolute-mode/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mdanalyzer/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdanalyzer/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdanalyzer/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mdaudit/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdaudit/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdaudit/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mdcombo/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdcombo/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdcombo/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mddebugging/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mddebugging/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mddebugging/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mddocumentation/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mddocumentation/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mddocumentation/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mdfreelance-bid-analyzer/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdfreelance-bid-analyzer/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdfreelance-bid-analyzer/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mdno-slop/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdno-slop/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdno-slop/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mdopen-source-advisor/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdopen-source-advisor/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdopen-source-advisor/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mdoptimizer/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdoptimizer/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdoptimizer/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mdplanner/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdplanner/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdplanner/SKILL.md:8Low confidence
- Executable script in code of a file that runsproject-context-bridge/scripts/scan-project.cjs:1High confidence
- Access to secrets in code of a file that runs: reads a credential storeproject-context-bridge/scripts/scan-project.cjs:28High confidence
- Network access in the frontmatter of the SKILL.mdsimplifier/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdsimplifier/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdsimplifier/SKILL.md:8Low confidence
- Network access in the frontmatter of the SKILL.mdtest-writing/SKILL.md:6Low confidence
- Network access in the frontmatter of the SKILL.mdtest-writing/SKILL.md:7Low confidence
- Network access in the frontmatter of the SKILL.mdtest-writing/SKILL.md:8Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skills/project-context-bridge/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/project-context-bridge/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/project-context-bridge/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/project-context-bridge/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/project-context-bridge/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/project-context-bridge/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.
