skills.rest
papercomputecopapercomputecoOfficial·1 Agent Skills Included

tapes

Capture, store, and query LLM session telemetry

Captures LLM API calls through a transparent proxy and stores them in an immutable, append-only log. Projects raw interactions into browsable sessions, traces, and spans with deterministic IDs and built-in deduplication. Eliminates manual logging and guesswork when auditing agent behavior, token usage, and costs. Serves everything over a REST API for fast querying, stats, and export.
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npx skills add papercomputeco/tapes --all -g -y
Available:

Gives coding agents the project architecture, CLI boundaries, testing conventions, and build commands needed to work on this Go telemetry system correctly.

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📦 In Repo
papercomputecopapercomputeco

tapes-search

Index and semantically search stored LLM sessions in the tapes telemetry system.

Official
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install tapes?▼

Run `npx skills add papercomputeco/tapes --all -g -y` in your terminal to install everything globally.

What does tapes do?▼

Tapes intercepts LLM API calls through a transparent proxy, stores them in an immutable log, and turns them into queryable sessions, traces, and spans.

How do I capture an agent session with tapes?▼

Start the server with `tapes serve`, then launch your agent through the companion `tapesctl start` command, which routes traffic through the capture proxy automatically.

Does tapes need a database?▼

Yes, it stores sessions in PostgreSQL, and the bundled `tapes local up` command spins up Postgres plus a local Ollama model via Docker for you.

Can I search and export past agent sessions?▼

Yes. The REST API offers session listing, trace browsing, span-level stats, semantic search, and JSONL export of any captured session.

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