ccthread CLAUDE.md

ccthread CLAUDE.md is an instructions file for coding agents from jakemarsh/ccthread. It costs 2,891 tokens per session, scanned A, original, MIT.

Repository instructions explaining ccthread, a tool that turns Claude Code session logs into readable Markdown and searches across projects.

In plain words
What is it for?
Finding information in past conversations, reviewing work, learning from mistakes, and documenting recurring processes or project guidance.
Why use it?
Raw JSONL session files are difficult for people and coding agents to read. It provides context for understanding the project and its design decisions before making changes.

Instructions file

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 instructions/jakemarsh/ccthread/claude-md
Clone the repo
git clone --depth 1 https://github.com/jakemarsh/ccthread

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 ccthread CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/jakemarsh/ccthread/claude-md.svg)](https://agentmods.dev/instructions/jakemarsh/ccthread/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/jakemarsh/ccthread/claude-md"><img src="https://agentmods.dev/badge/instructions/jakemarsh/ccthread/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 2,891 This file is loaded in full into every session.
When invoked 2,891 The same file — it is already loaded in full.
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 $0.02891 $0.02891
Opus 5 $0.01445 $0.01445
Sonnet 5 $0.00578 $0.00578
Haiku 4.5 $0.00289 $0.00289

Measured 3d ago against content hash cb60a9755270, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

ccthread CLAUDE.md 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 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.

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.

CLAUDE.md · 174 lines

How it starts

The opening of the file, as written. The whole thing — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md — ccthread

Context for future agents working in this repo. Reading the code is fine; reading this first will save you time.

Why this exists

Claude Code writes every session to ~/.claude/projects/<encoded-project>/<session-uuid>.jsonl. Raw JSONL is unreadable for agents and humans. ccthread turns any session (or any slice) into clean markdown and offers cross-project search. The six target use cases:

  1. Finding things in past conversations
  2. Learning from past mistakes
  3. Reviewing/summarizing rounds of work for teammates
  4. Finding answers or values discussed before
  5. Reviewing conversations to create skills out of past processes (or enhance them)
  6. Reviewing conversations to populate a project's CLAUDE.md

Stack & key decisions

  • Bun + TypeScript. Chosen over C for portability, simplicity, and bun build --compile — which emits a single cross-platform binary with the Bun runtime embedded.
  • Streaming everywhere. Real session files go up to 100+ MB / 35k lines. Never load a file whole. All parsing flows through src/parser/stream.ts which uses Bun.file().stream() + line splitter.
  • Ship a compiled binary. Users get ccthread as a single executable; Bun isn't required at runtime.
  • Plugin with a tiny dispatcher. The plugin repo stays ~few KB. plugin/bin/ccthread detects OS/arch on first run and downloads the matching release asset into ${CLAUDE_PLUGIN_DATA}/bin/, caches it, then execs it.
  • No SQLite index in v1. Streaming scan is plenty fast (sub-second for find across 11k files on an M-series Mac). v2 can add bun:sqlite for offset caching.
  • Thinking on by default. Agents reviewing past work usually want the reasoning. --no-thinking flips it off.
  • Tool results truncated to 40 lines by default. --tool-details full shows everything; none hides them entirely.
  • Pager is opt-in. Default is plain stdout (agent-friendly; humans can | less themselves).

Architecture

src/
  cli.ts                # citty-based entry; dispatches subcommands
  commands/             # one file per subcommand (projects, list, show, find, search, info, tools, stats, current)
  parser/
    stream.ts           # streaming line-by-line reader (never buffers whole files)
    types.ts            # discriminated types for every known log-line shape
    resolve.ts          # resolves tool_result overflow to sibling tool-results/*.txt
  format/
    markdown.ts         # canonical renderer; per-type rendering policy table lives here
    truncate.ts         # line truncation + image-block stripping
  util/
    current-session.ts  # three-tier detector for the "current" session keyword
    dates.ts            # --since/--until parsing
  paths.ts              # ~/.claude/projects resolution; project-name decode (lossy → fs-verified)
tests/
  fixtures/             # small crafted .jsonl files covering every message type we render
  *.test.ts             # unit + command-level tests (bun test)
.claude-plugin/marketplace.json   # makes the repo itself a marketplace
                                  # (`/plugin marketplace add jakemarsh/ccthread`)
plugin/
  .claude-plugin/plugin.json
  bin/ccthread          # POSIX dispatcher
  bin/ccthread.cmd      # Windows dispatcher
  bin/.ccthread-version # pinned binary version (bumped in lockstep with plugin.json)
  hooks/hooks.json      # SessionStart + SessionEnd wiring for the 'current' detector
  hooks/record-session.sh          # writes session id to $CLAUDE_PLUGIN_DATA/sessions/<claude-pid>.json
  hooks/cleanup-session.sh         # removes the file on session end
  skills/ccthread/SKILL.md
scripts/
  build-all.ts          # cross-compile every target

Read the full file on GitHub · 174 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 · 174 lines · 2,891 tokens per session scan A cb60a9755270

Subscribe to this mod's changes

ccthread CLAUDE.md is an instructions file published in the GitHub repository jakemarsh/ccthread (1 stars, last pushed 4mo ago), licensed MIT. It adds 2,891 tokens to every session, about $0.0145 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.