AI-DLC is a portable set of skills that applies a decision-driven AI development lifecycle to coding-assistant work. Developers use it to organize requirements, design, tasks, implementation, and verification while keeping humans involved in decisions. The catalogue entries are its workflow skills.
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 aws-samples/sample-aidlc-decisions-driven-skill --skill aidlc-solutions-reviewgit clone --depth 1 https://github.com/aws-samples/sample-aidlc-decisions-driven-skillWrote 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/aws-samples/sample-aidlc-decisions-driven-skill/aidlc-solutions-review)<a href="https://agentmods.dev/skills/aws-samples/sample-aidlc-decisions-driven-skill/aidlc-solutions-review"><img src="https://agentmods.dev/badge/skills/aws-samples/sample-aidlc-decisions-driven-skill/aidlc-solutions-review/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/aws-samples/sample-aidlc-decisions-driven-skill/aidlc-solutions-review"><img src="https://agentmods.dev/badge/skills/aws-samples/sample-aidlc-decisions-driven-skill/aidlc-solutions-review.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 | $0.00042 | $0.01099 |
| Opus 5 | $0.00021 | $0.00549 |
| Sonnet 5 | $0.00008 | $0.00220 |
| Haiku 4.5 | $0.00004 | $0.00110 |
Grade A, and why
aidlc-solutions-review 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 12d 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.
The source is not reproduced here
Licensed MIT-0
The repository is licensed MIT-0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 12d ago First seen · 129 lines · 42 tokens per session scan A 40da66ea94b7
aidlc-solutions-review is a skill published in the GitHub repository aws-samples/sample-aidlc-decisions-driven-skill (57 stars, last pushed 1mo ago), licensed MIT-0. It adds 42 tokens to every session and 1,099 once invoked, about $0.0002 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 2026-08-30.
Other skills, from other repositories
design-is
Audit a design against Dieter Rams' ten "Good design is..." principles, then hand off a /make-plan prompt for one of three outcomes — new design, refine design, or redesign. Use when the user says "audit this design", "design review", "check this UI against Rams", "is this UI good", "critique this design", "design…
critique-theater
Five-dimension design quality review — score the artifact against craft, brand, accessibility, and copy, then fix what falls short before handing it over.
ss-lint
Quick automated lint — detects common design system violations in seconds.
nw-fp-usable-design
Naming conventions, API ergonomics, and usability patterns for functional code.
ss-review
Review UI code for design system compliance, accessibility, and best practices.
code-quality-principles
Applies KISS, YAGNI, and SOLID principles for clean code with reduced complexity. Use when refactoring or reviewing code for over-engineering.