synthesize

synthesize is a skill for Claude Code from odere-pro/claude-wiki-pages-plugin. It costs 88 tokens per session (1,065 once invoked), scanned A, original, MIT.

A workflow for comparing information across multiple notes and writing one synthesis page. A synthesis page combines findings, themes, timelines, or contradictions from a defined set of sources.

In plain words
What is it for?
Use it to compare pages, find shared themes, identify contradictions, perform gap analysis, or build a timeline.
Why use it?
It gives cross-topic analysis a consistent scope, source trail, and file location instead of leaving the findings scattered across notes.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions CLAUDE.md.

Part of the claude-wiki-pages plugin — 26 skills, 5 commands, 17 agents, 7 hooks shipped together

Good fit Use it to compare pages, find shared themes, identify contradictions, perform gap analysis, or build a timeline.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/odere-pro/claude-wiki-pages-plugin/synthesize
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 odere-pro/claude-wiki-pages-plugin --skill synthesize
Clone the repo
git clone --depth 1 https://github.com/odere-pro/claude-wiki-pages-plugin

Made for: Claude Code.

Or install claude-wiki-pages, the plugin that ships this one along with the rest of its 26 skills, 5 commands, 17 agents, 7 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 synthesize

README.md
[![agentmods](https://agentmods.dev/badge/skills/odere-pro/claude-wiki-pages-plugin/synthesize/github.svg)](https://agentmods.dev/skills/odere-pro/claude-wiki-pages-plugin/synthesize)
Your own site
<a href="https://agentmods.dev/skills/odere-pro/claude-wiki-pages-plugin/synthesize"><img src="https://agentmods.dev/badge/skills/odere-pro/claude-wiki-pages-plugin/synthesize/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 synthesize

Your own site · 80×15
<a href="https://agentmods.dev/skills/odere-pro/claude-wiki-pages-plugin/synthesize"><img src="https://agentmods.dev/badge/skills/odere-pro/claude-wiki-pages-plugin/synthesize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 88 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,065 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 $0.00088 $0.01065
Opus 5 $0.00044 $0.00532
Sonnet 5 $0.00018 $0.00213
Haiku 4.5 $0.00009 $0.00106

Measured 10d ago against content hash 04eba0ab60f8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

synthesize 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 10d 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/synthesize/SKILL.md · 110 lines

How it starts

The opening of the file, as written. The whole thing — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.

LLM Wiki — Synthesize

Produce a single new page under vault/wiki/_synthesis/ with type: synthesis frontmatter. Every synthesis covers a defined scope and cites every source it rests on.

This skill writes one page per invocation. A multi-topic session becomes several synthesis notes, not one sprawling document.

When to invoke

  • The user names an explicit scope and asks for cross-topic analysis.
  • /claude-wiki-pages:query offered to file an answer as a synthesis and the user accepted.
  • The claude-wiki-pages-ingest-agent agent detects that a batch of new sources opens a synthesis opportunity — the agent passes the scope here.

Reading contract

  • vault/CLAUDE.md — the schema.
  • The user-selected scope: explicit pages, a topic folder, or a list of concepts / entities.
  • Pages reached by following wikilinks from the scope, when the synthesis type calls for them (e.g., contradiction needs to read both sides).

Writing contract

Exactly one new file:

vault/wiki/_synthesis/<kebab-slug>.md

The file must carry the synthesis frontmatter schema from vault/CLAUDE.md:

  • title — Title Case, matches the first entry of aliases.
  • type: synthesis.
  • synthesis_type — one of comparison, theme, contradiction, gap, timeline. No default.
  • path: "_synthesis".
  • scope: — every page the synthesis rests on, as piped-basename [[file-basename|Title]] wikilinks (never a bare [[Title]] — it does not resolve and renders as a ghost node). At least two entries (a synthesis of one page is an extended page, not a synthesis).
  • sources: — every source cited. At least one entry.
  • aliases: — first entry equals title.
  • created, updated, status, confidence per schema defaults.

Plus one log append:

## [YYYY-MM-DD] synthesize | <title>

This skill MUST NOT:

  • Write to vault/raw/.
  • Write to any wiki path outside _synthesis/.
  • Edit an existing synthesis note — produce a new one and, if needed, mark the prior one status: superseded in a follow-up step (separate invocation).
  • Rebuild wiki/index.md directly. Instead, print a reminder that /claude-wiki-pages:index should be run after a new synthesis lands.

Read the full file on GitHub · 110 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. 10d ago First seen · 110 lines · 88 tokens per session scan A 04eba0ab60f8

Subscribe to this mod's changes

synthesize is a skill published in the GitHub repository odere-pro/claude-wiki-pages-plugin (1 stars, last pushed 2mo ago), licensed MIT. It adds 88 tokens to every session and 1,065 once invoked, about $0.0004 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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