inspect-run

inspect-run is a command for coding agents from ololand-ai/ololand-plugins. It costs 63 tokens per session (846 once invoked), scanned A, original, Apache-2.0.

A command for inspecting the audit trail of an OloLand agent run, including its metadata, events, tool calls, model calls, and grader result.

In plain words
What is it for?
Use it with a run ID to view status, model and cost details, the event tree, selected event types, and any grader verdict.
Why use it?
It lets reviewers and auditors reconstruct what happened during a run and examine how the result was produced.

Command

Part of the ololand-dd plugin — 22 skills, 52 commands, 3 agents shipped together

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/ololand-ai/ololand-plugins/inspect-run
Clone the repo
git clone --depth 1 https://github.com/ololand-ai/ololand-plugins

Or install ololand-dd, the plugin that ships this one along with the rest of its 22 skills, 52 commands, 3 agents.

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 inspect-run

README.md
[![agentmods](https://agentmods.dev/badge/commands/ololand-ai/ololand-plugins/inspect-run.svg)](https://agentmods.dev/commands/ololand-ai/ololand-plugins/inspect-run)
Your own site
<a href="https://agentmods.dev/commands/ololand-ai/ololand-plugins/inspect-run"><img src="https://agentmods.dev/badge/commands/ololand-ai/ololand-plugins/inspect-run.svg" alt="Measured on agentmods" height="20"></a>
Per session 63 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 846 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 $0.00063 $0.00846
Opus 5 $0.00032 $0.00423
Sonnet 5 $0.00013 $0.00169
Haiku 4.5 $0.00006 $0.00085

Measured 4d ago against content hash a7acd8399cf9, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

inspect-run 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.

plugins/ololand-dd/commands/inspect-run.md · 79 lines

How it starts

The opening of the file, as written. The whole thing — 79 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/inspect-run

You are reading the audit trail for a single OloLand agent run. Everything an analyst, compliance reviewer, or auditor needs to reconstruct what happened and why lives in agent_runs + agent_spans. This command surfaces both.

Required inputs

  1. run_id — the agent_runs row id. If the user doesn't have one, offer to list recent runs:
    • "I don't have a run_id. Want me to list recent runs for your company first?" → call mcp__ololand__list_agent_runs (optionally filtered by deal_id, status_filter, model_version, entry_point).

Optional:

  • kind — filter spans by kind (model_call, tool_call, compaction, sse_event). Useful when a run has hundreds of spans and the user wants to focus.
  • show_grader — default true. Include the grader verdict in the output.

Action

  1. Call mcp__ololand__get_agent_run with run_id for the run header + per-kind span counts + grader fields.
  2. If the user wants the per-span detail (default: yes for runs with <50 spans, ask for runs with more), call mcp__ololand__list_agent_spans with run_id and optional kind.
  3. If show_grader and the run has a grader_passed value, also surface the rationale verbatim from mcp__ololand__get_grader_verdict (or directly from the grader_rationale field already in get_agent_run's payload).

Output

Render in this order:

Run <run_id>
  Agent:        <agent_name>
  Status:       <status>
  Entry point:  <entry_point>
  Model:        <model_provider> / <model_version>
  Harness:      <harness_version>
  Deal:         <deal_id>
  Started:      <started_at>
  Ended:        <ended_at>

Tokens
  Input:           <total_input_tokens>
  Output:          <total_output_tokens>
  Cache creation:  <total_cache_creation_tokens>
  Cache read:      <total_cache_read_tokens>
  Cost (cents):    <cost_cents>

Spans (<total>)
  <kind>:  <count>
  ...

Grader verdict (if any)
  Passed:       <grader_passed>
  Rationale:    <grader_rationale>
  Artifact run: <grader_artifact_run_id>

Read the full file on GitHub · 79 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. 4d ago First seen · 79 lines · 63 tokens per session scan A a7acd8399cf9

Subscribe to this mod's changes

inspect-run is a command published in the GitHub repository ololand-ai/ololand-plugins (0 stars, last pushed today), licensed Apache-2.0. It adds 63 tokens to every session and 846 once invoked, about $0.0003 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.