Borrowing it
Nothing to install: this file belongs to webmaxru/is-ai-native. 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/webmaxru/is-ai-native/main/.copilot/skills/architectural-proposals/SKILL.mdgit clone --depth 1 https://github.com/webmaxru/is-ai-nativeWrote 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/webmaxru/is-ai-native/architectural-proposals)<a href="https://agentmods.dev/skills/webmaxru/is-ai-native/architectural-proposals"><img src="https://agentmods.dev/badge/skills/webmaxru/is-ai-native/architectural-proposals/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/webmaxru/is-ai-native/architectural-proposals"><img src="https://agentmods.dev/badge/skills/webmaxru/is-ai-native/architectural-proposals.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00018 | $0.01429 |
| Opus 5.5 | $0.00007 | $0.00572 |
| Sonnet 5.5 | $0.00004 | $0.00286 |
| Haiku 4.5 | $0.00002 | $0.00143 |
Grade A, and why
architectural-proposals 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 2mo 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.
This is a copy
100% identical to architectural-proposals — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Context
Proposals create alignment before code is written. Cheaper to change a doc than refactor code. Use this pattern when:
- Architecture shifts invalidate existing assumptions
- Product direction changes require new foundation
- Multiple waves/milestones will be affected by a decision
- External dependencies (Copilot CLI, SDK APIs) change
Patterns
Proposal Structure (docs/proposals/)
Required sections:
- Problem Statement — Why current state is broken (specific, measurable evidence)
- Proposed Architecture — Solution with technical specifics (not hand-waving)
- What Changes — Impact on existing work (waves, milestones, modules)
- What Stays the Same — Preserve existing functionality (no regression)
- Key Decisions Needed — Explicit choices with recommendations
- Risks and Mitigations — Likelihood + impact + mitigation strategy
- Scope — What's in v1, what's deferred (timeline clarity)
Optional sections:
- Implementation Plan (high-level milestones)
- Success Criteria (measurable outcomes)
- Open Questions (unresolved items)
- Appendix (prior art, alternatives considered)
Tone Ceiling Enforcement
Always:
- Cite specific evidence (user reports, performance data, failure modes)
- Justify recommendations with technical rationale
- Acknowledge trade-offs (no perfect solutions)
- Be specific about APIs, libraries, file paths
Never:
- Hype ("revolutionary", "game-changing")
- Hand-waving ("we'll figure it out later")
- Unsubstantiated claims ("users will love this")
- Vague timelines ("soon", "eventually")
Wave Restructuring Pattern
When a proposal invalidates existing wave structure:
- Acknowledge the shift: "This becomes Wave 0 (Foundation)"
- Cascade impacts: Adjust downstream waves (Wave 1, Wave 2, Wave 3)
- Preserve non-blocking work: Identify what can proceed in parallel
- Update dependencies: Document new blocking relationships
Example (Interactive Shell):
- Wave 0 (NEW): Interactive Shell — blocks all other waves
- Wave 1 (ADJUSTED): npm Distribution — shell bundled in cli.js
- Wave 2 (DEFERRED): SquadUI — waits for shell foundation
- Wave 3 (ADJUSTED): Public Docs — now documents shell as primary interface
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.
- 2mo ago First seen · 152 lines · 18 tokens per session scan A 45719db4cb9b
architectural-proposals is a skill published in the GitHub repository webmaxru/is-ai-native (5 stars, last pushed 2mo ago), licensed MIT. It adds 18 tokens to every session and 1,429 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to architectural-proposals, differing in 0 lines, and is treated as a copy.
architectural-proposals compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| architectural-proposalswebmaxru/is-ai-native | Skill | 5 | 2mo ago | MIT | A | 18 | Claude Code, Codex |
| My Skillbradygaster/squad | Skill | 3.3k | yesterday | MIT | A | 2 | Claude Code, Codex |
| clean-architecture-dotnetSebastienDegodez/copilot-instructions | Skill | 199 | 1mo ago | Apache-2.0 | A | 50 | Claude Code, Codex |
| mutation-testingSebastienDegodez/copilot-instructions | Skill | 199 | 1mo ago | Apache-2.0 | A | 29 | Claude Code, Codex |
| generate-microcks-openapi-samplesSebastienDegodez/copilot-instructions | Skill | 199 | 1mo ago | Apache-2.0 | A | 37 | Claude Code, Codex |
| outside-in-tddSebastienDegodez/copilot-instructions | Skill | 199 | 1mo ago | Apache-2.0 | A | 35 | Claude Code, Codex |
| creating-dotnet-mcp-serversSebastienDegodez/copilot-instructions | Skill | 199 | 1mo ago | Apache-2.0 | A | 43 | Claude Code, Codex |