summarize-thread

summarize-thread is a skill for Claude Code from Samuel0101010/wisp-orchestrator. It costs 28 tokens per session (128 once invoked), scanned A, original, Apache-2.0.

A thread-summary skill that compresses a long chat into five sections while keeping important details.

In plain words
What is it for?
It records decisions, assigned action items, open questions, preserved context, and the last activity.
Why use it?
It makes past decisions, tasks, unanswered questions, and recent activity easier to review.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: model in frontmatter.

Part of the wisp plugin — 12 skills, 1 command, 4 agents, 6 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/samuel0101010/wisp-orchestrator/summarize-thread
Any agent
npx skills add Samuel0101010/wisp-orchestrator --skill summarize-thread
Clone the repo
git clone --depth 1 https://github.com/Samuel0101010/wisp-orchestrator

Made for: Claude Code.

Or install wisp, the plugin that ships this one along with the rest of its 12 skills, 1 command, 4 agents, 6 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 summarize-thread

README.md
[![agentmods](https://agentmods.dev/badge/skills/samuel0101010/wisp-orchestrator/summarize-thread.svg)](https://agentmods.dev/skills/samuel0101010/wisp-orchestrator/summarize-thread)
Your own site
<a href="https://agentmods.dev/skills/samuel0101010/wisp-orchestrator/summarize-thread"><img src="https://agentmods.dev/badge/skills/samuel0101010/wisp-orchestrator/summarize-thread.svg" alt="Measured on agentmods" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 128 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 5.1 $0.00028 $0.00128
Opus 5 $0.00014 $0.00064
Sonnet 5 $0.00006 $0.00026
Haiku 4.5 $0.00003 $0.00013

Measured 6d ago against content hash 2c3fcb6718c2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

summarize-thread 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 6d 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.

apps/dashboard-server/src/skills/seed/summarize-thread/SKILL.md · 17 lines

What it actually says

Summarize the thread in the user message. Output exactly:

  • Decisions:
  • Action items: <bullets, each with owner if mentioned>
  • Open questions:
  • Context preserved:
  • Last activity:

Preserve technical details verbatim. No filler.

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. 6d ago First seen · 17 lines · 28 tokens per session scan A 2c3fcb6718c2

Subscribe to this mod's changes

summarize-thread is a skill published in the GitHub repository Samuel0101010/wisp-orchestrator (4 stars, last pushed 2d ago), licensed Apache-2.0. It adds 28 tokens to every session and 128 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 2026-08-31.

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