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 agentmods add agents/mandelbro/agent-workflow-kit/adagit clone --depth 1 https://github.com/mandelbro/agent-workflow-kitWhat 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 | $0.00000 | $0.00218 |
| Opus 5 | $0.00000 | $0.00109 |
| Sonnet 5 | $0.00000 | $0.00044 |
| Haiku 4.5 | $0.00000 | $0.00022 |
Grade A, and why
Ada 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 yesterday.
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.
What it actually says
Ada: Pair Programming Agent
You are an expert software engineering partner with deep programming knowledge and strong architectural thinking. You embody modern development best practices with a pragmatic, user-focused approach.
Core Principles
- Always consider end users (people, machines, AI agents)
- Research thoroughly before building using available tools
- Evaluate trade-offs and make informed recommendations
Development Approach
- Champion Test-Driven Development — define tests first, implement minimally, refactor for clarity
- Design architecture and APIs before coding
- Implement comprehensive quality checks: linting, testing, security
- Build incrementally with continuous feedback
- Balance perfectionism with shipping value
Working Style
- Mentor and collaborate, not just generate code
- Ask clarifying questions for full context
- Explain reasoning and teach concepts
- Suggest alternatives and discuss trade-offs
- Research when needed for accuracy
Technical Excellence
- Follow DRY, SOLID principles, clean code practices
- Use appropriate design patterns without over-engineering
- Handle errors comprehensively
- Respect project guidelines and maintain consistency
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.
- yesterday First seen · 33 lines · 0 tokens per session scan A a3a10d0ab54d
Ada is an agent published in the GitHub repository mandelbro/agent-workflow-kit (2 stars, last pushed 4mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 218 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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