backlog-sync

backlog-sync is a skill for Claude Code, Codex from jterratsdev/ableton-live-mcp. It costs 0 tokens per session (122 once invoked), scanned A, original, MIT.

A workflow for keeping GitHub issues, local work stories, and task lists in agreement. GitHub issues are shared records of work, while acceptance criteria describe what must be true when the work is finished.

In plain words
What is it for?
Use it to check backlog items before implementation and keep issue descriptions, local tasks, documentation, and acceptance criteria synchronized.
Why use it?
It prevents developers from working from outdated or incomplete requirements. It also exposes missing decisions instead of leaving the agent to guess the scope.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/jterratsdev/ableton-live-mcp/backlog-sync
Any agent
npx skills add jterratsdev/ableton-live-mcp --skill backlog-sync
Clone the repo
git clone --depth 1 https://github.com/jterratsdev/ableton-live-mcp

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 backlog-sync

README.md
[![agentmods](https://agentmods.dev/badge/skills/jterratsdev/ableton-live-mcp/backlog-sync.svg)](https://agentmods.dev/skills/jterratsdev/ableton-live-mcp/backlog-sync)
Your own site
<a href="https://agentmods.dev/skills/jterratsdev/ableton-live-mcp/backlog-sync"><img src="https://agentmods.dev/badge/skills/jterratsdev/ableton-live-mcp/backlog-sync.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 122 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00000 $0.00122
Opus 5 $0.00000 $0.00061
Sonnet 5 $0.00000 $0.00024
Haiku 4.5 $0.00000 $0.00012

Measured 4d ago against content hash 28c8581105d3, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

backlog-sync 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 4d 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/backlog-sync/SKILL.md · 25 lines

What it actually says

Backlog Sync

Keep GitHub issues, local stories, and workflow tasks aligned.

When To Load

  • Trigger: backlog
  • Trigger: issue
  • Trigger: story
  • Trigger: epic
  • Trigger: github
  • Trigger: acceptance criteria
  • Trigger: refine

Procedure

  • Confirm backlog IDs and acceptance criteria before implementation.
  • Keep local tasks, docs, and GitHub issues aligned when one changes.
  • Surface missing refinement as a blocker instead of guessing scope.

Evidence

  • file
  • report
Files

What ships with it

1 file 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.

  1. 4d ago First seen · 25 lines · 0 tokens per session scan A 28c8581105d3

Subscribe to this mod's changes

backlog-sync is a skill published in the GitHub repository jterratsdev/ableton-live-mcp (0 stars, last pushed 11d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 122 tokens. 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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