What is syft-profile-summary?

A workflow for turning a Syft CLI following list into reusable user-profile files, such as interests, aversions, and a profile summary. Syft is a command-line tool that provides the following list.

Use it to check Syft, save the following list, and create or refresh profile files in an existing profiles directory.

It gives the list a stable saved source and turns topic names into profile information that other work can reuse.

syft-profile-summary — Skill for Codex by Solatrader

Install

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.

Any agent

npx skills add Solatrader/syft-news-skills --skill syft-profile-summary

Clone the repo

git clone --depth 1 https://github.com/Solatrader/syft-news-skills

Made for: Codex.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/solatrader/syft-news-skills/syft-profile-summary/github.svg)](https://agentmods.dev/skills/solatrader/syft-news-skills/syft-profile-summary)

Your own site

<a href="https://agentmods.dev/skills/solatrader/syft-news-skills/syft-profile-summary"><img src="https://agentmods.dev/badge/skills/solatrader/syft-news-skills/syft-profile-summary/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/solatrader/syft-news-skills/syft-profile-summary"><img src="https://agentmods.dev/badge/skills/solatrader/syft-news-skills/syft-profile-summary.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 79 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 853 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00079	$0.00853
Opus 5	$0.00039	$0.00426
Sonnet 5	$0.00016	$0.00171
Haiku 4.5	$0.00008	$0.00085

Measured 12d ago against content hash 29c32e51916d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

syft-profile-summary 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.

.github/skills/syft-profile-summary/SKILL.md · 93 lines

How it starts

The opening of the file, as written. The whole thing — 93 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Syft Profile Summary

Assume a Syft-only workflow unless the user provides richer profile artifacts. Treat the following list as the canonical source when no dashboard, trace URL, or local Python pipeline is available.

Outputs

Create or refresh these artifacts:

profiles/following_topics.md
profiles/raw_interest_block.txt
profiles/raw_aversion_block.txt
profiles/profile_summary.md
optionally profiles/profile_notes.md

If the workspace already has a different profile directory, reuse it instead of creating a second one.

Workflow

Confirm that Syft is available. Run syft status.
Read the user's following list. Run syft following.
Save the following list as a first-class artifact. Write the original topic list into profiles/following_topics.md. Keep this file close to the original Syft output, with only light cleanup for readability. Treat this as the canonical source artifact in Syft-only environments.
Optionally derive a usable raw interest block. The following list usually has topic names but not explicit scores, so infer relative strength from:
- repeated motifs across many followed topics
- specificity of the topic
- how central that motif feels to the whole follow graph
- whether it looks like a structural worldview axis or a lighter side-interest
Use stable score bands instead of fake precision. Prefer bands such as 100 / 85 / 70 / 55 / 35. Interpret them as:
- 100: defining axis or obsession
- 85: strong recurring axis
- 70: meaningful secondary axis
- 55: supporting but not central
- 35: light or occasional interest
Do not invent aversions from following data alone. If the user has not explicitly stated dislikes, keep raw_aversion_block.txt minimal and honest. Use this default when needed: Original aversions: (not explicitly provided by user yet)
Produce two profile layers together.
- canonical source layer: the unscored following_topics.md
- interpretive layer: the high-dimensional profile_summary.md

Read the full file on GitHub · 93 lines

Files

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.

Changes

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 · 93 lines · 79 tokens per session scan A 29c32e51916d

Subscribe to this mod's changes

syft-profile-summary is a skill published in the GitHub repository Solatrader/syft-news-skills (5 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 79 tokens to every session and 853 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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