synapse-usage

synapse-usage is a skill for Claude Code, Codex from S1LV4/th0th. It costs 92 tokens per session (3,028 once invoked), scanned A, original, MIT.

A retrieval service that adjusts which stored results are returned during a coding task. It keeps a session so searches in the same task can use the task’s context.

In plain words
What is it for?
Use it for multi-step debugging, code review, refactoring across files, or learning an unfamiliar module when several related searches are needed.
Why use it?
Repeated searches can produce too much unrelated information; this service is intended to keep later results focused on the work at hand.

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/s1lv4/th0th/synapse-usage
Any agent
npx skills add S1LV4/th0th --skill synapse-usage
Clone the repo
git clone --depth 1 https://github.com/S1LV4/th0th

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 synapse-usage

README.md
[![agentmods](https://agentmods.dev/badge/skills/s1lv4/th0th/synapse-usage.svg)](https://agentmods.dev/skills/s1lv4/th0th/synapse-usage)
Your own site
<a href="https://agentmods.dev/skills/s1lv4/th0th/synapse-usage"><img src="https://agentmods.dev/badge/skills/s1lv4/th0th/synapse-usage.svg" alt="Measured on agentmods" height="20"></a>
Per session 92 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,028 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00092 $0.03028
Opus 5 $0.00046 $0.01514
Sonnet 5 $0.00018 $0.00606
Haiku 4.5 $0.00009 $0.00303

Measured 3d ago against content hash 5aa8311149f2, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

synapse-usage scanned grade A with 1 finding 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

Synapse is exposed via the tools-API at `http://localhost:3333/api/v1/synapse/...` (no MCP tools yet). All interaction is `curl` against six endpoints:
skills/synapse-usage/SKILL.md · 272 lines

How it starts

The opening of the file, as written. The whole thing — 272 lines — stays where its author put it; the contents beside it link to each section on GitHub.

synapse-usage Skill

Use the th0th Synapse cognitive modulation layer to get focused, low-noise retrieval during multi-step coding tasks. Synapse does not replace th0th_search or th0th_optimized_context — it modulates which results survive and in what order based on session context, task alignment, agent affinity, intent, recency, and result diversity.

When to Apply

Activate Synapse whenever the same task will issue more than one search in the same conversation:

  • Multi-step debugging (error → handler → config)
  • Code review (PR → history → tests)
  • Refactor across files (usages → definitions → tests)
  • Onboarding to a new module (entry point → calls → decisions)
  • Any prolonged session where the same files/concepts will reappear

Skip Synapse for one-shot lookups; the overhead does not pay back.

Interface

Synapse is exposed via the tools-API at http://localhost:3333/api/v1/synapse/... (no MCP tools yet). All interaction is curl against six endpoints:

Endpoint Purpose
POST /api/v1/synapse/session Create a session, returns sessionId
GET /api/v1/synapse/session/:id Inspect session state
PATCH /api/v1/synapse/session/:id Update task context (refreshes TTL)
DELETE /api/v1/synapse/session/:id End session
POST /api/v1/synapse/session/:id/prime Seed buffer with known-relevant entries
POST /api/v1/synapse/session/:id/access Record access for agent-affinity scoring
POST /api/v1/synapse/session/:id/prefetch Plan + execute prefetch on file open
GET /api/v1/synapse/sessions List active session count (debug)

Search integration: pass synapseSessionId on POST /api/v1/search/project (the th0th_search MCP tool maps to this endpoint).

Lifecycle (the five moves)

1. Open a session at task start

SID=$(curl -sS -X POST http://localhost:3333/api/v1/synapse/session \
  -H 'Content-Type: application/json' \
  -d '{
    "agentId":"claude-code",
    "taskContext":"investigating ECONNRESET errors in auth middleware under load",
    "enableBuffer":true
  }' | jq -r .data.sessionId)

Read the full file on GitHub · 272 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 · 272 lines · 92 tokens per session scan A 5aa8311149f2

Subscribe to this mod's changes

synapse-usage is a skill published in the GitHub repository S1LV4/th0th (135 stars, last pushed 2mo ago), licensed MIT. It adds 92 tokens to every session and 3,028 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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