Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add jmagly/aiwg --skill aiwg-regenerate-windsurfrulesgit clone --depth 1 https://github.com/jmagly/aiwgWrote 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/jmagly/aiwg/aiwg-regenerate-windsurfrules)<a href="https://agentmods.dev/skills/jmagly/aiwg/aiwg-regenerate-windsurfrules"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-regenerate-windsurfrules/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/jmagly/aiwg/aiwg-regenerate-windsurfrules"><img src="https://agentmods.dev/badge/skills/jmagly/aiwg/aiwg-regenerate-windsurfrules.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00024 | $0.01428 |
| Opus 5 | $0.00012 | $0.00714 |
| Sonnet 5 | $0.00005 | $0.00286 |
| Haiku 4.5 | $0.00002 | $0.00143 |
Grade A, and why
aiwg-regenerate-windsurfrules 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 9d 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 — 225 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Regenerate .windsurfrules
Regenerate the .windsurfrules file for Windsurf (Codeium) integration, analyzing current project state while preserving team directives and organizational requirements.
Hook file approach (default): Generates AIWG-windsurf.md and adds @AIWG-windsurf.md directive. Note: Windsurf @-link support is unverified — defaults to full inject until confirmed (see #444).
Full inject (--full-inject): Embeds AIWG content inline with AIWG markers.
Parameters
| Flag | Description |
|---|---|
--no-backup |
Skip creating backup file |
--dry-run |
Preview changes without writing |
--show-preserved |
List all detected preserved content and exit |
--full |
Full regeneration, preserve nothing (destructive) |
Execution Steps
Step 1: Create Backup
Unless --no-backup specified:
- Check if
.windsurfrulesexists - If exists, copy to
.windsurfrules.backup-{YYYYMMDD-HHMMSS} - Report backup location
Step 2: Extract Preserved Content
Same preservation patterns as other platforms:
- Explicit Preserve Blocks:
<!-- PRESERVE -->...<!-- /PRESERVE --> - Preserved Section Headings: Team *, Org *, Definition of Done, etc.
- Inline Directives: Lines with directive keywords
Step 3: Analyze Project
- Languages and package managers
- Development commands
- Test framework
- CI/CD configuration
- Directory structure
- Windsurf-specific configuration in
.windsurf/
Step 4: Detect AIWG State
Check installed frameworks by scanning:
.windsurf/workflows/for workflows.windsurf/rules/for rules.windsurf/skills/for skillsAGENTS.mdfor aggregated agents
Read registry for framework versions.
Step 5: Generate .windsurfrules
Document Structure:
# .windsurfrules
Project rules for Windsurf AI assistance.
## Project Overview
{Description from README.md or package.json}
## Tech Stack
- **Language**: {detected languages}
- **Framework**: {detected frameworks}
- **Package Manager**: {npm/yarn/pnpm/etc.}
## Development Commands
| Command | Description |
|---------|-------------|
| `npm install` | Install dependencies |
| `npm run build` | Build project |
| `npm test` | Run tests |
## Project Structure
src/ → Source code test/ → Test files docs/ → Documentation
## Code Conventions
{Project-specific conventions}
---
## Team Directives
<!-- PRESERVED SECTION -->
{ALL PRESERVED CONTENT}
<!-- /PRESERVED SECTION -->
---
## AIWG Framework Integration
This project uses AIWG SDLC framework with Windsurf.
### Installed Frameworks
| Framework | Agents | Workflows |
|-----------|--------|-----------|
| sdlc-complete | 54 | 42 |
### Using Agents
Agents are available via AGENTS.md (aggregated format).
### Natural Language Mappings
| Request | Maps To |
|---------|---------|
| "run security review" | flow-security-review-cycle |
| "check status" | project-status |
| "start iteration N" | flow-iteration-dual-track |
## Project Artifacts
{If .aiwg/ exists:}
| Category | Location |
|----------|----------|
| Requirements | @.aiwg/requirements/ |
| Architecture | @.aiwg/architecture/ |
## Core References
| Topic | Reference |
|-------|-----------|
| Orchestration | @~/.local/share/ai-writing-guide/agentic/code/addons/aiwg-utils/prompts/core/orchestrator.md |
| Agent Design | @~/.local/share/ai-writing-guide/agentic/code/addons/aiwg-utils/prompts/agents/design-rules.md |
{If SDLC framework installed:}
## SDLC References
| Topic | Reference |
|-------|-----------|
| Natural Language | @~/.local/share/ai-writing-guide/agentic/code/frameworks/sdlc-complete/docs/simple-language-translations.md |
## Resources
- **AIWG Installation**: `~/.local/share/ai-writing-guide`
---
<!--
Add team-specific notes below.
Content in preserved sections survives regeneration.
-->
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.
- 9d ago First seen · 225 lines · 24 tokens per session scan A 398c9b07ad97
aiwg-regenerate-windsurfrules is a skill published in the GitHub repository jmagly/aiwg (211 stars, last pushed yesterday), licensed MIT. It adds 24 tokens to every session and 1,428 once invoked, about $0.0001 per session on Opus 5. 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 2026-09-03.
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