Borrowing it
Nothing to install: this file belongs to layer1labs/specsmith. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/layer1labs/specsmith/main/.agents/skills/local-ai-governed/SKILL.mdgit clone --depth 1 https://github.com/layer1labs/specsmithWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/layer1labs/specsmith/local-ai-governed)<a href="https://agentmods.dev/skills/layer1labs/specsmith/local-ai-governed"><img src="https://agentmods.dev/badge/skills/layer1labs/specsmith/local-ai-governed.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00556 |
| Opus 5 | $0.00000 | $0.00278 |
| Sonnet 5 | $0.00000 | $0.00111 |
| Haiku 4.5 | $0.00000 | $0.00056 |
Grade A, and why
local-ai-governed scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SKILL.md
Local AI Governed Profile
Requirements Covered
Governance Requirements
- REQ-012: Least-Privilege Agent Permissions
- REQ-217: Agent Permissions Check
- REQ-220: Policy Guardrails
- REQ-244: Context Window Sizing
- REQ-245: Live Context Fill Indicator
- REQ-246: Auto Context Compression
- REQ-247: Hard Context Ceiling
Core Principle
The local-ai-governed profile is designed for agents operating with local AI models and tools. It ensures compliance with Specsmith governance while managing the unique constraints and capabilities of local AI environments.
Profile Characteristics
Required Skills
- preflight-gate
- governed-agent-loop
- requirement-author
- testcase-author
- traceability-auditor
- context-pack-compiler
- token-budget-auditor
- skill-composer
- webui-integration
- vllm-integration
- lmstudio-integration
- ollama-integration
- openterminal-integration
Environment-Specific Features
- Local AI model integration capabilities
- Context window optimization for local AI constraints
- Compliance with local AI environment policies
- Integration with various local AI platforms
Implementation Details
Local AI-Specific Execution
- Leverage local AI model capabilities for code generation and analysis
- Optimize context windows to fit local AI constraints
- Apply Specsmith governance rules within local AI environments
- Maintain traceability between local AI actions and Specsmith requirements
Context Management
- Optimize context for local AI model limitations
- Apply local AI-specific compression techniques
- Ensure context fits within local AI constraints while maintaining traceability
- Track local AI usage and performance metrics
Configuration
Default Behavior
By default, the local-ai-governed profile:
- Integrates with various local AI platforms (WebUI, VLLM, LMStudio, Ollama, OpenTerminal)
- Optimizes context for local AI model constraints
- Maintains full Specsmith governance compliance
- Tracks local AI usage metrics
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 80 lines · 0 tokens per session scan A 1ed7ad1b4e2d
local-ai-governed is a skill published in the GitHub repository layer1labs/specsmith (7 stars, last pushed 6d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 556 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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