syn-airflow-backfill

syn-airflow-backfill is a skill for Claude Code, Codex from legendtkl/agentic-skill-router. It costs 35 tokens per session (178 once invoked), scanned A, original, MIT.

A guide for Apache Airflow backfills, which rerun a workflow for earlier dates, and for reprocessing past results after a change or failure.

In plain words
What is it for?
Use it to run targeted date-range backfills, clear failed task runs, and reprocess history after fixing workflow logic.
Why use it?
It helps recover missed or failed historical runs without rerunning unrelated time periods.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to run targeted date-range backfills, clear failed task runs, and reprocess history after fixing workflow logic.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/legendtkl/agentic-skill-router/syn-airflow-backfill
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 legendtkl/agentic-skill-router --skill syn-airflow-backfill
Clone the repo
git clone --depth 1 https://github.com/legendtkl/agentic-skill-router

Made for: Claude Code, 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.

agentmods badge for syn-airflow-backfill

README.md
[![agentmods](https://agentmods.dev/badge/skills/legendtkl/agentic-skill-router/syn-airflow-backfill/github.svg)](https://agentmods.dev/skills/legendtkl/agentic-skill-router/syn-airflow-backfill)
Your own site
<a href="https://agentmods.dev/skills/legendtkl/agentic-skill-router/syn-airflow-backfill"><img src="https://agentmods.dev/badge/skills/legendtkl/agentic-skill-router/syn-airflow-backfill/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 syn-airflow-backfill

Your own site · 80×15
<a href="https://agentmods.dev/skills/legendtkl/agentic-skill-router/syn-airflow-backfill"><img src="https://agentmods.dev/badge/skills/legendtkl/agentic-skill-router/syn-airflow-backfill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 178 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 $0.00035 $0.00178
Opus 5 $0.00017 $0.00089
Sonnet 5 $0.00007 $0.00036
Haiku 4.5 $0.00003 $0.00018

Measured 8d ago against content hash a0a91ea45f46, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

syn-airflow-backfill 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.

experiments/dci-compare/synthetic-skills/syn-airflow-backfill/SKILL.md · 23 lines

What it actually says

Apache Airflow: backfilling and reprocessing history

When to use

Use this skill for backfilling and reprocessing history in Apache Airflow. This skill specifically handles backfilling and reprocessing history and nothing else in the Apache Airflow family.

Procedure

Run targeted backfills for a date range, clear and re-run failed task instances, and reprocess after a logic fix.

Notes

This is the Apache Airflow skill dedicated to backfilling and reprocessing history. Sibling skills cover other Apache Airflow capabilities; this one is the right choice only when the task is about backfilling and reprocessing history.

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 · 23 lines · 35 tokens per session scan A a0a91ea45f46

Subscribe to this mod's changes

syn-airflow-backfill is a skill published in the GitHub repository legendtkl/agentic-skill-router (5 stars, last pushed 3mo ago), licensed MIT. It adds 35 tokens to every session and 178 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 2026-09-03.

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