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 aadarshvelu/syndicate --skill syndicate-rungit clone --depth 1 https://github.com/aadarshvelu/syndicateWrote 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/aadarshvelu/syndicate/syndicate-run)<a href="https://agentmods.dev/skills/aadarshvelu/syndicate/syndicate-run"><img src="https://agentmods.dev/badge/skills/aadarshvelu/syndicate/syndicate-run/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/aadarshvelu/syndicate/syndicate-run"><img src="https://agentmods.dev/badge/skills/aadarshvelu/syndicate/syndicate-run.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 | $0.00044 | $0.01041 |
| Opus 5 | $0.00022 | $0.00521 |
| Sonnet 5 | $0.00009 | $0.00208 |
| Haiku 4.5 | $0.00004 | $0.00104 |
Grade A, and why
syndicate-run scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/syndicate-run
You are running the full syndicate pipeline. Long-running (typically 30–90 min depending on backlog and AI provider) and writes to the DB plus pushes to the news-archive git remote. Only run when the user explicitly asked.
This is the on-demand equivalent of the user's scheduled cron. It does not schedule the next wake-up — scheduling is the user's local concern (launchd / systemd / cron / etc.) and is documented in the README.
Step 1 — preflight
Run status once before kicking off:
cd "${SYNDICATE_REPO:-$(pwd)}" && uv run python -m pipeline.cli status
Report items_unsummarized and the current last_run_per_channel.<ch>.ok
flags. If any required env var (per the /syndicate-heal recommended-vars
list) is missing, stop and report — the run will fail mid-flight
otherwise.
Step 2 — run
Parse $ARGUMENTS for skip flags and --summarize-limit N:
cd "${SYNDICATE_REPO:-$(pwd)}" && uv run python -m pipeline.cli run \
${skip_gmail:+--skip-gmail} \
${skip_rss:+--skip-rss} \
${skip_twitter:+--skip-twitter} \
${skip_git:+--skip-git} \
--summarize-limit ${summarize_limit:-50}
The output envelope contains a full OrchestratorResult dict:
{
"ok": true,
"result": {
"started_at": "...",
"finished_at": "...",
"ok": true,
"gmail": {"ok": true, "fetched": N, "saved": N, ...},
"rss": {...},
"twitter": {...},
"relation": {...},
"dedup": {...},
"summarize": {...},
"git": {"ok": true, "exported_today": N, "committed": true, "pushed": true, ...},
"errors": []
},
"log_path": "logs/<date>.txt"
}
By default the run also posts a summary to Telegram (matches uv run syndicate behavior). Pass --no-notify if the user wants to skip that.
Step 3 — report
Render the standard box summary that the user is familiar with from the launchd run output and from Telegram:
════════════════════════════════════════════════════════════════════
SYNDICATE · <finished_at> · <duration> · <OK|FAILED>
════════════════════════════════════════════════════════════════════
✓ Gmail fetched=N saved=N skipped=N failed=N
✓ RSS fetched=N saved=N skipped=N failed=N
✓ Twitter fetched=N saved=N skipped=N failed=N
✓ Relation examined=N standalone=N reactions=N
✓ Dedup examined=N clusters=N demoted=N [method=N ...]
✓ Summarize examined=N done=N skipped=N
✓ Git today=+N yesterday=+N · committed · pushed
════════════════════════════════════════════════════════════════════
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.
- 8d ago First seen · 110 lines · 44 tokens per session scan A fb09497886f0
syndicate-run is a skill published in the GitHub repository aadarshvelu/syndicate (2 stars, last pushed 3mo ago), licensed MIT. It adds 44 tokens to every session and 1,041 once invoked, about $0.0002 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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