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.
npx agentmods add commands/ygtalp/rawthink-mcp/rtclosegit clone --depth 1 https://github.com/ygtalp/rawthink-mcpWrote 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.
[](https://agentmods.dev/commands/ygtalp/rawthink-mcp/rtclose)<a href="https://agentmods.dev/commands/ygtalp/rawthink-mcp/rtclose"><img src="https://agentmods.dev/badge/commands/ygtalp/rawthink-mcp/rtclose.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.01726 |
| Opus 5 | $0.00000 | $0.00863 |
| Sonnet 5 | $0.00000 | $0.00345 |
| Haiku 4.5 | $0.00000 | $0.00173 |
Grade B, and why
rtclose scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
JSONL_PATH=$(find ~/.claude/projects/ -name "*.jsonl" -newer /tmp/session_start 2>/dev/null | head -1) How it starts
The opening of the file, as written. The whole thing — 190 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/rtclose — Session Close
This command closes the current session and performs:
- JSONL export (Python pipeline)
- Entity extraction (knowledge graph feeding)
- Handoff + MEMORY.md update
- Report
Argument
Optional title: /rtclose "Session Title"
If not provided, generate a title from the session's main topic.
Step 0: Project Detection
Detect the project name from CWD and create a project tag:
# Get CWD
PROJECT_DIR=$(basename "$(pwd)")
PROJECT_TAG="project/$(echo "$PROJECT_DIR" | tr '[:upper:]' '[:lower:]')"
JSONL path is CWD-specific: Each project's JSONLs are under different encoded paths.
- Encode the CWD path: replace
/with-, remove:— look under~/.claude/projects/
Export always goes to the vault: vault/ relative to the project root.
Step 1: JSONL Export (Python pipeline)
Find the session JSONL file and export:
# Detect project directory
PROJECT_DIR=$(basename "$(pwd)")
PROJECT_TAG="project/$(echo "$PROJECT_DIR" | tr '[:upper:]' '[:lower:]')"
# Find JSONL path based on CWD
# Create encoded CWD: /home/user/projects/myproject -> home-user-projects-myproject
CWD_ENCODED=$(pwd | sed 's|^/||' | sed 's|/|-|g')
JSONL_PATH=$(ls -t ~/.claude/projects/${CWD_ENCODED}/*.jsonl 2>/dev/null | head -1)
# If not found, search manually
if [ -z "$JSONL_PATH" ]; then
echo "WARNING: JSONL not found, searching ~/.claude/projects/ ..."
JSONL_PATH=$(find ~/.claude/projects/ -name "*.jsonl" -newer /tmp/session_start 2>/dev/null | head -1)
fi
# Export — to vault relative to project root
PYTHONUTF8=1 rawthink-export "$JSONL_PATH" \
--title "[TITLE]" \
--slug "[SLUG]" \
--tags "$PROJECT_TAG,[OTHER_TAGS]" \
--vault-dir vault \
--reindex
- If the user provided a title via
/rtclose "Session Title", use it for[TITLE] - Otherwise generate a title from the session's main topic (2-5 words)
[SLUG]= slugify the title (lowercase, hyphen-separated)[OTHER_TAGS]= extract from session content (comma-separated) —$PROJECT_TAGis added automatically--reindexflag updates Qdrant. If Ollama is down or errors, retry without--reindex.- Parse the output as JSON — save
session_idandfilesfields.
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.
- 4d ago First seen · 190 lines · 0 tokens per session scan B b1370bd6c5ea
rtclose is a command published in the GitHub repository ygtalp/rawthink-mcp (0 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,726 tokens. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other commands, from other repositories
compress
Save this Claude Code session to the vault and update the semantic memory index.
checkpoint
Save a mid-session checkpoint — for continuity between sessions of the same day.
resume
Load context from the vault before starting work.
preserve
Scan this conversation and silently save anything worth permanent memory.
wiki-ingest
Ingest a source document into the LLM Wiki.
weekly
Weekly memory report — facts learned, procedures, repeated mistakes prevented.