synchronize

synchronize is a skill for Claude Code, Codex from synaptiai/agent-capability-standard. It costs 40 tokens per session (2,290 once invoked), scanned A, original, Apache-2.0.

A capability for combining results from multiple sources into one result while handling conflicts and keeping track of where each part came from. Sources can include agent outputs, files, or API responses.

In plain words
What is it for?
Use it to merge research, agent outputs, data imports, or system responses, with rules such as latest-wins, source priority, or field-level conflict handling.
Why use it?
It removes the manual work of comparing overlapping results and deciding which conflicting information to keep. The merged result can also be checked against a target data schema.

Skill for Claude CodeCodex

Part of the agent-capability-standard plugin — 42 skills, 2 hooks shipped together

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/synaptiai/agent-capability-standard/synchronize
Any agent
npx skills add synaptiai/agent-capability-standard --skill synchronize
Clone the repo
git clone --depth 1 https://github.com/synaptiai/agent-capability-standard

Made for: Claude Code, Codex.

Or install agent-capability-standard, the plugin that ships this one along with the rest of its 42 skills, 2 hooks.

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 synchronize

README.md
[![agentmods](https://agentmods.dev/badge/skills/synaptiai/agent-capability-standard/synchronize.svg)](https://agentmods.dev/skills/synaptiai/agent-capability-standard/synchronize)
Your own site
<a href="https://agentmods.dev/skills/synaptiai/agent-capability-standard/synchronize"><img src="https://agentmods.dev/badge/skills/synaptiai/agent-capability-standard/synchronize.svg" alt="Measured on agentmods" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,290 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 $0.00040 $0.02290
Opus 5 $0.00020 $0.01145
Sonnet 5 $0.00008 $0.00458
Haiku 4.5 $0.00004 $0.00229

Measured 4d ago against content hash 4dbdf5ebb156, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

synchronize 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/synchronize/SKILL.md · 276 lines

How it starts

The opening of the file, as written. The whole thing — 276 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Intent

Execute synchronize to merge data from multiple sources into a coherent, unified result with explicit conflict resolution.

Success criteria:

  • All source data is accounted for (merged, replaced, or explicitly dropped)
  • Conflicts are detected and resolved according to specified strategy
  • Provenance is preserved for each merged element
  • Output includes lineage trace for every change

Compatible schemas:

  • schemas/output_schema.yaml

Inputs

Parameter Required Type Description
sources Yes array[string|object] List of data sources to synchronize (URIs, agent outputs, or inline data)
strategy No enum Merge strategy: merge (combine), replace (latest wins), conflict_resolve (manual rules). Default: merge
conflict_rules No object Rules for conflict resolution: priority order, field-level policies, or custom handlers
target_schema No string Schema to validate merged output against

Procedure

  1. Inventory sources: List all sources to synchronize

    • Record source type (agent output, file, API response)
    • Extract timestamp or version if available
    • Note source authority level (primary, secondary, derived)
  2. Normalize structures: Transform all sources to comparable format

    • Identify common keys/fields across sources
    • Map equivalent fields with different names
    • Flag structural incompatibilities
  3. Detect conflicts: Compare values for overlapping entities

    • Exact match: no conflict
    • Value difference: record as conflict with both values
    • Missing in one source: record as addition/deletion
  4. Apply resolution strategy:

    • merge: Combine non-conflicting data; use conflict_rules for overlaps
    • replace: Use most recent or highest-priority source
    • conflict_resolve: Apply explicit rules; flag unresolvable for human review
  5. Ground claims: Attach provenance to each merged element

    • Format: source:<source_id>:<path> or conflict:<resolution_method>
    • Track which source contributed each field

Read the full file on GitHub · 276 lines

Files

What ships with it

2 files 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 · 276 lines · 40 tokens per session scan A 4dbdf5ebb156

Subscribe to this mod's changes

synchronize is a skill published in the GitHub repository synaptiai/agent-capability-standard (4 stars, last pushed 4d ago), licensed Apache-2.0. It adds 40 tokens to every session and 2,290 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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