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 Solatrader/syft-news-skills --skill syft-news-pipelinegit clone --depth 1 https://github.com/Solatrader/syft-news-skillsWrote 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/solatrader/syft-news-skills/syft-news-pipeline)<a href="https://agentmods.dev/skills/solatrader/syft-news-skills/syft-news-pipeline"><img src="https://agentmods.dev/badge/skills/solatrader/syft-news-skills/syft-news-pipeline/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/solatrader/syft-news-skills/syft-news-pipeline"><img src="https://agentmods.dev/badge/skills/solatrader/syft-news-skills/syft-news-pipeline.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 | $0.00089 | $0.01036 |
| Opus 5 | $0.00044 | $0.00518 |
| Sonnet 5 | $0.00018 | $0.00207 |
| Haiku 4.5 | $0.00009 | $0.00104 |
Grade A, and why
syft-news-pipeline 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 — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Syft News Pipeline
Overview
Use this skill as the entry point for the Syft-only news workflow. Route the request to the right sub-workflow, preserve shared editorial rules, and keep all final outputs publishable rather than debug-like.
Assume the user only has:
syft followingsyft topsyft search- the current agent's reasoning ability
Do not assume local Python pipelines, dashboard exports, trace URLs, or richer internal data products unless the user explicitly provides them.
Routing
Choose one route first. If the request spans multiple stages, chain the routes in the order listed in references/workflow-map.md.
-
Build or refresh a user profile. Read references/profile-summary.md.
-
Capture a durable preference or editorial rule. Read references/guidance-rulebook.md.
-
Produce a personalized daily briefing. Read references/daily-briefing.md. If profile artifacts do not exist yet, build them first.
-
Build a storyline tree. Read references/storyline-tree.md. Prefer to start from a cleaned daily news pool or a finished briefing.
-
Backfill an existing storyline. Read references/storyline-backfill.md. Preserve the existing trunk and branch identity unless the user explicitly asks for a reframe.
Shared Rules
Apply these rules across every route:
- Confirm
syftis available before doing workflow work. Runsyft status.
If the command is not found or the CLI is missing, pause the workflow and tell the user to install the official package first:
npm install -g @orionarm/syft-cli
Then have the user run:
syft login
syft status
Only continue after the CLI is available and authenticated.
- Treat
syft followingas the declared-interest source of truth in Syft-only environments. If you also have a profile summary or a confirmed rulebook, use them as interpretation layers rather than replacements for the following list.
What ships with it
8 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 · 121 lines · 89 tokens per session scan A cdc428d595ea
syft-news-pipeline is a skill published in the GitHub repository Solatrader/syft-news-skills (5 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 89 tokens to every session and 1,036 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 2026-08-31.
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