consolidate

consolidate is a command for Claude Code from ProjectDXAI/labrat. It costs 0 tokens per session (154 once invoked), scanned A, original, MIT.

A command for recording a short checkpoint about the current state of an ongoing software research search.

In plain words
What is it for?
It helps document the leading result, which research groups are succeeding, the main failure type and the next bottleneck in the work.
Why use it?
It turns recent candidates, evaluations and failure patterns into a durable summary, so the next supervisor can continue with the relevant context.

Command for Claude Code

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 commands/projectdxai/labrat/consolidate
Clone the repo
git clone --depth 1 https://github.com/ProjectDXAI/labrat

Made for: Claude Code.

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 consolidate

README.md
[![agentmods](https://agentmods.dev/badge/commands/projectdxai/labrat/consolidate.svg)](https://agentmods.dev/commands/projectdxai/labrat/consolidate)
Your own site
<a href="https://agentmods.dev/commands/projectdxai/labrat/consolidate"><img src="https://agentmods.dev/badge/commands/projectdxai/labrat/consolidate.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 154 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 $0.00000 $0.00154
Opus 5 $0.00000 $0.00077
Sonnet 5 $0.00000 $0.00031
Haiku 4.5 $0.00000 $0.00015

Measured 4d ago against content hash 4114a9348589, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

consolidate 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 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.

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.

examples/nlp-sentiment/research_lab/.claude/commands/consolidate.md · 13 lines

What it actually says

Write a compact checkpoint summary of the current frontier.

  1. Read consolidation_agent.md.
  2. Read state/frontier.json, the last twenty entries of state/candidates.jsonl, and state/evaluations.jsonl.
  3. Read the dominant failure_class distribution in the last twenty evaluations.
  4. Write logs/checkpoints/checkpoint_<timestamp>.md including:
    • current global champion + the family funding concentration,
    • which families have actually won decisive challenges,
    • the dominant failure_class and what it suggests,
    • the next bottleneck (throughput, evaluation quality, operator quality, or scope).

Keep the checkpoint short and durable. The supervisor will use this file the next time it reads the workspace.

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. 4d ago First seen · 13 lines · 0 tokens per session scan A 4114a9348589

Subscribe to this mod's changes

consolidate is a command published in the GitHub repository ProjectDXAI/labrat (239 stars, last pushed 27d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 154 tokens. 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.