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 instructions/timescale/tiger-slack/claude-mdgit clone --depth 1 https://github.com/timescale/tiger-slackWrote 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/instructions/timescale/tiger-slack/claude-md)<a href="https://agentmods.dev/instructions/timescale/tiger-slack/claude-md"><img src="https://agentmods.dev/badge/instructions/timescale/tiger-slack/claude-md.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 | $0.02515 | $0.02515 |
| Opus 5 | $0.01257 | $0.01257 |
| Sonnet 5 | $0.00503 | $0.00503 |
| Haiku 4.5 | $0.00251 | $0.00251 |
Grade A, and why
tiger-slack 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 306 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tiger Slack - AI-Powered Slack Analytics Platform
This project provides AI-accessible Slack workspace analytics through real-time data ingestion, TimescaleDB storage, and MCP (Model Context Protocol) integration for Claude Code.
Architecture Overview
ingest/- Python service for real-time Slack event ingestion and historical data importmcp/- TypeScript MCP server providing AI-accessible APIs for Slack data analysis- TimescaleDB - Time-series database optimized for Slack message storage and analytics
- Docker Compose - Local development environment with all services
Development Commands
Service Management
docker compose up -d # Start all services (TimescaleDB, ingest, MCP server)
docker compose down # Stop all services
docker compose logs -f # View service logs
docker compose restart # Restart all services
docker compose down -v && docker compose up -d # Reset with fresh volumes
docker compose down -v --remove-orphans && docker system prune -f --volumes && docker compose up -d --build # Complete rebuild (destroys all data)
Database Access
psql -d "postgres://tsdbadmin:password@localhost:5432/tsdb" # Connect to TimescaleDB via psql
MCP Integration Setup
# Add Logfire MCP to Claude Code (requires LOGFIRE_READ_TOKEN in .env)
claude mcp add -s project logfire -e LOGFIRE_READ_TOKEN="your-token-here" -- uvx logfire-mcp@latest
# Add Tiger Slack MCP to Claude Code
claude mcp add -s project --transport http tiger-slack http://localhost:3001/mcp
Service-Specific Commands
Ingest Service (ingest/)
cd ingest/
just deps # Install/sync dependencies
just run # Run ingest service locally
just migrate # Run database migrations
just jobs # Run scheduled sync jobs manually
just import /path/to/export # Import Slack workspace export
just lint && just format && just typecheck # Code quality checks
just build-image # Build Docker image
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.
- 5d ago First seen · 306 lines · 2,515 tokens per session scan A 0fdb03def689
tiger-slack CLAUDE.md is an instructions file published in the GitHub repository timescale/tiger-slack (49 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 2,515 tokens to every session, about $0.0126 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 2026-08-30.
Other instructions, from other repositories
tai42-mcp-dynamic-postgres AGENTS.md
AGENTS.md instructions for tai42ai/tai42-mcp-dynamic-postgres, covering agents.md, commits, build, test, lint, comments and docs and rules.
MCP-PostgreSQL-Ops copilot-instructions.md
Instructions for call518/MCP-PostgreSQL-Ops, covering architecture overview, core components, key patterns, in functions.py and development workflows.
counterpoise-ledger CLAUDE.md
Instructions for jeffjjohnston/counterpoise-ledger, covering claude.md, project overview, development commands, essential commands and testing.
scalix-cloud-mcp GEMINI.md
Gemini CLI instructions for scalixworld/scalix-cloud-mcp: Scalix Cloud is the agent-native cloud: PostgreSQL databases, containers, functions, AI, object storage, auth, DNS and persistent Linux machines behind one MCP endpoint — 53 tools, one API key.
bun-pg-mcp AGENTS.md
AGENTS.md instructions for igoraguiar/bun-pg-mcp, covering agents.md, project context, tech stack, directory map and commands.
mcp-database CLAUDE.md
Claude Code instructions for DiegoBulhoes/mcp-database, covering claude.md, commands, architecture, invariants (do not weaken) and adding or changing a tool.