aigd-sync

aigd-sync is a skill for Claude Code, Codex from ProdaZhang/aigd. It costs 110 tokens per session (1,127 once invoked), scanned A, original, MIT.

A game-design integration skill that updates the project's shared specifications after an individual system is finalized. It keeps the global design, combined HTML prototype, and implementation guide aligned with each completed system.

In plain words
What is it for?
Use it after handing off a system to merge its results into the global specification, update the integrated prototype and implementation guide, and record cross-system acceptance checks.
Why use it?
It prevents changes in one game system from leaving the overall design or prototype outdated. It also tracks downstream effects and consolidates shared values such as names, numbers, and units.

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/prodazhang/aigd/aigd-sync
Any agent
npx skills add ProdaZhang/aigd --skill aigd-sync
Clone the repo
git clone --depth 1 https://github.com/ProdaZhang/aigd

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 aigd-sync

README.md
[![agentmods](https://agentmods.dev/badge/skills/prodazhang/aigd/aigd-sync.svg)](https://agentmods.dev/skills/prodazhang/aigd/aigd-sync)
Your own site
<a href="https://agentmods.dev/skills/prodazhang/aigd/aigd-sync"><img src="https://agentmods.dev/badge/skills/prodazhang/aigd/aigd-sync.svg" alt="Measured on agentmods" height="20"></a>
Per session 110 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,127 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 $0.00110 $0.01127
Opus 5 $0.00055 $0.00563
Sonnet 5 $0.00022 $0.00225
Haiku 4.5 $0.00011 $0.00113

Measured 3d ago against content hash 2e667f91a0e5, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

aigd-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 3d 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.

aigd-sync/SKILL.md · 44 lines

How it starts

The opening of the file, as written. The whole thing — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AIGD · sync (sync-back integration) [minimal skeleton]

Package contract: install the whole aigd package (the orchestrator aigd/+references/ and the 6 sub-skills (including aigd-ui-capture) placed at the same level in this environment's skills directory, following the host agent, e.g. Claude Code's .claude/skills/), don't copy this skill alone — this package's sub-skills rely on aigd/ at the same level to fetch the methodology, copying it alone breaks the link.

Positioning

Cross-cutting action (not a linear "step 5"): triggered after every system's handoff, a continuous / milestone-style sync-back. Writes each single system's results back to the project layer, keeping the spine consistent with the whole; manages "downstream impact".

Read / produce / write back

  • Read: the manifest (full), each system's status, the project charter.
  • Produce / change:
    • Global-spec consolidation (enums / number ranges / units deduplicated and aligned).
    • spec/integration-acceptance.md (land the results of the "integration check" below into cross-system acceptance; the implementation master guide points to it).
    • Overall prototype (integration demo) — a single html file, placed where the project charter "directory layout" specifies (engineering layout → docs/prototypes/).
    • impl-overview.md (handoff-package entry point: the start-here for downstream AI).
  • Write back: ① shared item changed → per "recipe 4" reverse-look-up in two categories (point-to-point → table A "depended-on-by (downstream)" / broadcast-type → table C "referenced shared source of truth") → mark affected already-finalized systems Recheck (record in table D); ② recheck passed → that system Recheck → Final, refresh table D's finalization time (= this recheck's confirmation time) — this is the only exit from the Recheck state; not handling it leaves that state hanging forever.

Recipe

  1. After a system is finalized: absorb its enums / number ranges into the global spec.
  2. Merge that system into the overall prototype (integration demo).
  3. Refresh the implementation master guide (system list / build order / contract locations / acceptance entry).
  4. Run downstream impact, in two categories (each reverse-looks-up a different column):
    • Point-to-point system edge (one system's output consumed by several others) changed → reverse-look-up table A "depended-on-by (downstream)", mark those few downstream Recheck (record in table D).
    • Broadcast-type shared source of truth (enums / text structure / id namespace, see manifest table F) changed → backward-compatible (pure append) needs no recheck; breaking change → reverse-look-up table C "referenced shared source of truth" to find the systems that listed it (broadcast-type sources aren't in table A "depended-on-by") → mark those systems Recheck in table D, don't blow up the whole table.
  5. Recheck the Recheck systems: verify whether their references to the "changed shared item" still hold → if they hold, status back to Final, refresh table D; if not, bounce (back to iterate/concept, and per the bounce rules cascade to its downstream again).

Read the full file on GitHub · 44 lines

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. 3d ago First seen · 44 lines · 110 tokens per session scan A 2e667f91a0e5

Subscribe to this mod's changes

aigd-sync is a skill published in the GitHub repository ProdaZhang/aigd (2 stars, last pushed 2mo ago), licensed MIT. It adds 110 tokens to every session and 1,127 once invoked, about $0.0006 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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