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 lenar-amirov/product-pipeline-public --skill next-advisorgit clone --depth 1 https://github.com/lenar-amirov/product-pipeline-publicWrote 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/lenar-amirov/product-pipeline-public/next-advisor)<a href="https://agentmods.dev/skills/lenar-amirov/product-pipeline-public/next-advisor"><img src="https://agentmods.dev/badge/skills/lenar-amirov/product-pipeline-public/next-advisor/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/lenar-amirov/product-pipeline-public/next-advisor"><img src="https://agentmods.dev/badge/skills/lenar-amirov/product-pipeline-public/next-advisor.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 | $0.00072 | $0.00621 |
| Opus 5 | $0.00036 | $0.00311 |
| Sonnet 5 | $0.00014 | $0.00124 |
| Haiku 4.5 | $0.00007 | $0.00062 |
Grade A, and why
next-advisor 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.
How it starts
The opening of the file, as written. The whole thing — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Next Advisor — /next
Recommend the most valuable next action from state, not from step numbers. "You are on step 6, next is step 7" is exactly what this skill replaces.
Inputs (read all that exist)
output/hypotheses.json— the registry (orhypotheses.py show <dir>)python3 tools/scripts/validate-evidence.py <dir>— violationspython3 tools/scripts/coverage.py <dir>— phase map + focusoutput/status.json—dependencies[](ages, deadlines, blocks; legacypending.*values count too) andstepsstatuses- Last 2-3 entries of
output/decisions.md— what was promised last time CONTEXT.md— is there a target? kill criteria?
Diagnosis order (first match wins the top slot; report up to 3)
- Stalled external dependency — an entry in
dependencies[]past its deadline (or a legacy pending older than 7 days — legacy support ends in 2.0) → recommend: chase the owner / move the deadline / switch to synthetic (downgrading dependent hypotheses) / consciously skip (status: "skipped"). Name the blocked hypotheses fromblocks. - Evidence violations — flagged
data_inconsistencyheld above 0.6, confidence outside type range → recommend reconciling before anything built on those numbers (especially before a gate). - Ready-but-unstarted work — e.g. ≥2 hypotheses confirmed REAL and
/solutionsnot run; solutions scored and/sketchempty; deck ready and gate not rehearsed → recommend the job that converts existing evidence into progress. - Frame gaps that now matter — no target/kill criteria AND a gate is
near → recommend
/setup-initiative(this is the only moment to push it). - Open hypotheses without a validation path — testing/draft hypotheses
that no brief or dependency covers → recommend
/briefor/ingest.
Output format
Short. For each recommendation: what → why now → one command/action to start. Reference hypothesis ids and real dates/ages. No generic advice ("keep validating") — every line must be executable today. If everything is genuinely blocked on external people, say exactly that and list who owes what since when.
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 · 48 lines · 72 tokens per session scan A bc50ec60d258
next-advisor is a skill published in the GitHub repository lenar-amirov/product-pipeline-public (12 stars, last pushed 22d ago), licensed MIT. It adds 72 tokens to every session and 621 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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