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 bybren-llc/safe-agentic-workflow --skill safe-ai-dlcgit clone --depth 1 https://github.com/bybren-llc/safe-agentic-workflowWrote 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/bybren-llc/safe-agentic-workflow/safe-ai-dlc)<a href="https://agentmods.dev/skills/bybren-llc/safe-agentic-workflow/safe-ai-dlc"><img src="https://agentmods.dev/badge/skills/bybren-llc/safe-agentic-workflow/safe-ai-dlc/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/bybren-llc/safe-agentic-workflow/safe-ai-dlc"><img src="https://agentmods.dev/badge/skills/bybren-llc/safe-agentic-workflow/safe-ai-dlc.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 | $0.00083 | $0.01682 |
| Opus 5 | $0.00042 | $0.00841 |
| Sonnet 5 | $0.00017 | $0.00336 |
| Haiku 4.5 | $0.00008 | $0.00168 |
Grade A, and why
safe-ai-dlc 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 10d 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 — 149 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SAFe x AI-DLC Skill
TEMPLATE: This skill uses
{{PLACEHOLDER}}tokens. Replace with your project values before use.
Purpose
Encode the SAFe x AI-DLC fusion so agents structure multi-issue programs consistently: SAFe supplies
the hierarchy and guardrails, AI-DLC supplies the cadence and the human checkpoint. Inside a program
that adopts this fusion, sprints give way to Bolts, because agent teams elaborate, build, and
verify in hours rather than weeks. Adopting the fusion is a per-program choice; the standard sprint
path stays valid, and single isolated tickets route to safe-workflow instead.
When This Skill Applies
- Turning an audit, epic, or initiative into an executable program
- Structuring work in the tracker as initiative, projects, milestones, issues, and sub-issues
- Breaking an initiative into Units of Work and sequencing them into Bolts
- Wiring dependencies so gates land before the fixes they verify
- Running a Bolt: elaborate, validate with the human, construct, verify gates are real, evidence, merge
Do NOT use it for a single isolated ticket with no program context — use safe-workflow for that.
The Fusion Model
SAFe gives hierarchy, WSJF, roles, DoD, and dependencies. AI-DLC gives cadence (Bolts) and the human-in-the-loop.
| SAFe | AI-DLC | Tracker object |
|---|---|---|
| Portfolio Epic | The Program | Initiative |
| Epic/value stream | Program stream | Sub-initiative, or project priority |
| Feature | Unit of Work | Project |
| PI increment | Bolt | bolt:N label + target date |
| Phase gate | Inception / Construction / Operations | Project Milestone (3 per project) |
| Story/Enabler | Story | Issue |
| Task | Mob task | Sub-issue |
| WSJF/Role/DoD | prioritization / mob role / gate | description + agent:* labels + AC/DoD |
What ships with it
3 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.
- 10d ago First seen · 149 lines · 83 tokens per session scan A b795868a1de5
safe-ai-dlc is a skill published in the GitHub repository bybren-llc/safe-agentic-workflow (406 stars, last pushed 1mo ago), licensed MIT. It adds 83 tokens to every session and 1,682 once invoked, about $0.0004 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.
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