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 ai-driven-dev/framework --skill 02-backloggit clone --depth 1 https://github.com/ai-driven-dev/frameworkWrote 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/ai-driven-dev/framework/02-backlog)<a href="https://agentmods.dev/skills/ai-driven-dev/framework/02-backlog"><img src="https://agentmods.dev/badge/skills/ai-driven-dev/framework/02-backlog/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/ai-driven-dev/framework/02-backlog"><img src="https://agentmods.dev/badge/skills/ai-driven-dev/framework/02-backlog.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 | $0.00055 | $0.00410 |
| Opus 5.5 | $0.00022 | $0.00164 |
| Sonnet 5.5 | $0.00011 | $0.00082 |
| Haiku 4.5 | $0.00006 | $0.00041 |
Grade A, and why
02-backlog 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 3d 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.
What it actually says
Backlog
flowchart LR
intent([ask, create, manage, review, or refine]) --> inspect
inspect -->|"ask"| answer([answer from the read model])
inspect -->|"create"| triage --> route
inspect -->|"manage"| route
inspect -->|"refine"| assess
inspect -->|"review"| review
route --> decide
assess --> decide
review --> decide
decide -->|"revise"| route
decide -->|"no change"| done
decide -->|"authorize"| apply --> verify
verify -->|"invalid"| route
verify -->|"coherent"| done([backlog])
Actions
Run the flow above. Read only the next action file.
| Action | Does |
|---|---|
| inspect | resolve the scope, event, and authority |
| triage | classify intake and detect existing work |
| review | find actionable backlog health improvements |
| route | delegate proposed artifact changes |
| assess | challenge refinement from three viewpoints |
| decide | reconcile proposals and confirm authority |
| apply | delegate authorized writes |
| verify | prove the resulting graph is coherent |
Transversal rules
- Keep product, lifecycle, and backlog decisions with the user.
- Delegate artifact work to its owning capability, resolved by purpose and verified as installed before delegating.
- Store each relation once, in its owning artifact.
- Ask natural questions; never expose internal routes, checks, or unchanged state.
- Change only authorized artifacts and fields.
What ships with it
14 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.
- actions/01-inspect.md 1.3 KB
- actions/02-triage.md 963 B
- actions/03-review.md 1.0 KB
- actions/04-route.md 966 B
- actions/05-assess.md 763 B
- actions/06-decide.md 1019 B
- actions/07-apply.md 1.2 KB
- actions/08-verify.md 852 B
- references/change-set.md 517 B
- references/events.md 1002 B
- references/intake.md 665 B
- references/modes.md 674 B
- references/review.md 1.1 KB
- references/supports.md 928 B
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.
- 1mo ago Changed · +13 lines 7d62091d9f0e
- 1mo ago First seen · 49 lines · 55 tokens per session scan A 85af66da2ba8
02-backlog is a skill published in the GitHub repository ai-driven-dev/framework (522 stars, last pushed yesterday), licensed MIT. It adds 55 tokens to every session and 410 once invoked, about $0.0002 per session on Opus 5.5. 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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