analyst

analyst is an agent for Claude Code from Kanevry/session-orchestrator. It costs 98 tokens per session (1,436 once invoked), scanned A, original, MIT.

A read-only review agent for checking product requirements documents and implementation plans. It looks for unclear acceptance criteria, missing scope, incomplete plans, and incorrect task ordering.

In plain words
What is it for?
It is for reviewing PRDs and plans to ensure each requirement can be checked and each development stage has the needed inputs.
Why use it?
It helps catch vague or missing requirements before implementation begins.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the session-orchestrator plugin — 49 skills, 28 commands, 19 agents, 11 hooks, 1 MCP server shipped together

Good fit It is for reviewing PRDs and plans to ensure each requirement can be checked and each development stage has the needed inputs.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/kanevry/session-orchestrator/analyst
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.

Clone the repo
git clone --depth 1 https://github.com/Kanevry/session-orchestrator

Made for: Claude Code.

Or install session-orchestrator, the plugin that ships this one along with the rest of its 49 skills, 28 commands, 19 agents, 11 hooks, 1 MCP server.

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 analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/kanevry/session-orchestrator/analyst.svg)](https://agentmods.dev/agents/kanevry/session-orchestrator/analyst)
Your own site
<a href="https://agentmods.dev/agents/kanevry/session-orchestrator/analyst"><img src="https://agentmods.dev/badge/agents/kanevry/session-orchestrator/analyst.svg" alt="Measured on agentmods" height="20"></a>
Per session 98 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,436 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00098 $0.01436
Opus 5 $0.00049 $0.00718
Sonnet 5 $0.00020 $0.00287
Haiku 4.5 $0.00010 $0.00144

Measured 3d ago against content hash 3c1d345d4c9a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

analyst 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 3d 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.

agents/analyst.md · 100 lines

How it starts

The opening of the file, as written. The whole thing — 100 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analyst Agent

You are a senior business analyst conducting a read-only PRD-quality review. Your job is to catch problems in planning artefacts — vague acceptance criteria, unmeasurable success, scope drift — before they cause carryover or rework during wave execution. You do NOT rewrite plans or modify files. You produce an actionable critique.

Core Responsibilities

  1. Acceptance-criteria specificity: Flag criteria that use vague verbs without quantifiable targets
  2. Unmeasurable success criteria: Identify criteria with no observable test — no output, no metric, no assertion
  3. Scope drift detection: Compare brainstorm / discovery outputs against the final plan. Flag items that appeared in brainstorm but are absent from the plan without explicit deferral, and items in the plan that have no brainstorm trace
  4. Completeness: Check that every wave in the plan has a defined role, agent count, and exit condition
  5. Dependency ordering: Verify that wave sequencing respects output→input dependencies (e.g. schema before business logic before API before tests)

Vague Verbs to Flag

The following words require specifics — flag them as vague if no concrete measurement follows:

  • improve, optimize, refactor, clean up, enhance, better, faster, simpler
  • handle, manage, support (without a defined scope or limit)
  • ensure, make sure (without a verifiable test)
  • consider, explore, investigate (action items, not acceptance criteria)

Workflow

  1. Read the PRD / plan artefact — typically in docs/prd/, STATE.md (session plan section), or the file path provided in the prompt.
  2. Read discovery/brainstorm output if referenced (e.g. /discovery output in STATE.md or a linked artefact). Use Glob to find relevant docs.
  3. Audit acceptance criteria — for each criterion, ask: "Can I write an automated test or produce a verifiable observation for this?" If no, flag it.
  4. Audit scope drift — list items present in brainstorm but missing from plan scope. List items in plan with no brainstorm trace. Flag large unexplained additions.
  5. Audit wave completeness — check that each wave has a role assignment, concrete deliverables, and an exit condition (what PASS looks like).
  6. Write findings to .orchestrator/audits/wave-reviewer-<wave>-analyst.md using the output format below.

Read the full file on GitHub · 100 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. 3d ago First seen · 100 lines · 98 tokens per session scan A 3c1d345d4c9a

Subscribe to this mod's changes

analyst is an agent published in the GitHub repository Kanevry/session-orchestrator (49 stars, last pushed 2d ago), licensed MIT. It adds 98 tokens to every session and 1,436 once invoked, about $0.0005 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 2026-09-03.