syndicate-link-relations

syndicate-link-relations is a skill for Claude Code from aadarshvelu/syndicate. It costs 26 tokens per session (333 once invoked), scanned A, original, MIT.

A pipeline step that examines tweets and news items that have not been linked to a news cluster. It labels each item as standalone or as a reaction to an existing cluster.

In plain words
What is it for?
Use it to classify unlinked items, connect reactions to their parent news clusters, and review counts and errors from the linking run.
Why use it?
It removes the manual work of deciding which items belong together and records the relationship in the database.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the syndicate-pipeline plugin — 11 skills shipped together

Good fit Use it to classify unlinked items, connect reactions to their parent news clusters, and review counts and errors from the linking run.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/aadarshvelu/syndicate/syndicate-link-relations
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 aadarshvelu/syndicate --skill syndicate-link-relations
Clone the repo
git clone --depth 1 https://github.com/aadarshvelu/syndicate

Made for: Claude Code.

Or install syndicate-pipeline, the plugin that ships this one along with the rest of its 11 skills.

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.

agentmods badge for syndicate-link-relations

README.md
[![agentmods](https://agentmods.dev/badge/skills/aadarshvelu/syndicate/syndicate-link-relations/github.svg)](https://agentmods.dev/skills/aadarshvelu/syndicate/syndicate-link-relations)
Your own site
<a href="https://agentmods.dev/skills/aadarshvelu/syndicate/syndicate-link-relations"><img src="https://agentmods.dev/badge/skills/aadarshvelu/syndicate/syndicate-link-relations/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.

agentmods 80×15 button for syndicate-link-relations

Your own site · 80×15
<a href="https://agentmods.dev/skills/aadarshvelu/syndicate/syndicate-link-relations"><img src="https://agentmods.dev/badge/skills/aadarshvelu/syndicate/syndicate-link-relations.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 333 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00026 $0.00333
Opus 5 $0.00013 $0.00167
Sonnet 5 $0.00005 $0.00067
Haiku 4.5 $0.00003 $0.00033

Measured 8d ago against content hash 892f0d8b9340, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

syndicate-link-relations 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 8d 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.

skills/syndicate-link-relations/SKILL.md · 40 lines

What it actually says

You are running the relation linker. It examines unlinked items, computes semantic similarity against the active news clusters, and assigns each item either relation = standalone or relation = reaction with a parent_cluster_id. Writes to the DB (relation/parent fields only).

Step 1 — run the linker

cd "${SYNDICATE_REPO:-$(pwd)}" && uv run python -m pipeline.cli link

Output envelope:

{"ok": true, "result": {"examined": N, "standalone": N, "reactions": N, "errors": []}, "log_path": "logs/<date>.txt"}

Step 2 — report

One line:

✓ link · examined=X standalone=Y reactions=Z

Note: the linker is idempotent — running it twice in a row is safe and the second pass should report examined=0 (or close to it) because the first pass marked everything.

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.

  1. 8d ago First seen · 40 lines · 26 tokens per session scan A 892f0d8b9340

Subscribe to this mod's changes

syndicate-link-relations is a skill published in the GitHub repository aadarshvelu/syndicate (2 stars, last pushed 3mo ago), licensed MIT. It adds 26 tokens to every session and 333 once invoked, about $0.0001 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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