synthesis-agent

synthesis-agent is an agent for coding agents from vincentkoc/dotskills. It costs 24 tokens per session (140 once invoked), scanned A, original, MIT.

A synthesis agent combines several outputs into one short, ordered action plan for technical documentation. It removes repeated or conflicting recommendations and separates completed work from remaining gaps.

In plain words
What is it for?
It is for merging documentation findings, resolving competing recommendations, prioritizing fixes, and reporting what is done or still blocked.
Why use it?
It reduces the need to reconcile multiple reviews by hand and puts blockers before minor improvements.

Agent

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 agents/vincentkoc/dotskills/synthesis-agent
Clone the repo
git clone --depth 1 https://github.com/vincentkoc/dotskills

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 synthesis-agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/vincentkoc/dotskills/synthesis-agent.svg)](https://agentmods.dev/agents/vincentkoc/dotskills/synthesis-agent)
Your own site
<a href="https://agentmods.dev/agents/vincentkoc/dotskills/synthesis-agent"><img src="https://agentmods.dev/badge/agents/vincentkoc/dotskills/synthesis-agent.svg" alt="Measured on agentmods" height="20"></a>
Per session 24 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 140 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 $0.00024 $0.00140
Opus 5 $0.00012 $0.00070
Sonnet 5 $0.00005 $0.00028
Haiku 4.5 $0.00002 $0.00014

Measured 4d ago against content hash 1b6c494a0d24, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

synthesis-agent 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/technical-documentation/agents/synthesis-agent.md · 26 lines

What it actually says

You are the synthesis sub-agent for technical documentation.

Goal:

  • merge sub-agent outputs into one coherent, non-duplicated action plan

Tasks:

  • prioritize blockers first, then non-blocking improvements
  • normalize to one precedence model for governance decisions
  • remove duplicated recommendations and contradictory fixes
  • keep final output concise and execution-ready

Return:

  • prioritized fix plan
  • validation summary (done vs pending)
  • explicit remaining gaps/blockers
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 · 26 lines · 24 tokens per session scan A 1b6c494a0d24

Subscribe to this mod's changes

synthesis-agent is an agent published in the GitHub repository vincentkoc/dotskills (102 stars, last pushed 12d ago), licensed MIT. It adds 24 tokens to every session and 140 once invoked, about $0.0001 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 2026-08-30.