THK - ACH Evidence Gatherer

THK - ACH Evidence Gatherer is an agent for Claude Code from chrisallenlane/claude-swe-workflows. It costs 92 tokens per session (2,240 once invoked), scanned A, original, MIT.

An agent role that lists evidence relevant to a question from a specified evidence category.

In plain words
What is it for?
It is for gathering observational, historical, structural, behavioral, absent, or anomalous evidence for an Analysis of Competing Hypotheses review.
Why use it?
It helps surface both supporting and conflicting evidence before anyone ranks the possible explanations.

Agent for Claude Code

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

Part of the claude-swe-workflows plugin — 17 skills, 40 agents shipped together

Good fit It is for gathering observational, historical, structural, behavioral, absent, or anomalous evidence for an Analysis of Competing Hypotheses review.

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Install with agentmods
npx agentmods add agents/chrisallenlane/claude-swe-workflows/thk-ach-evidence-gatherer
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/chrisallenlane/claude-swe-workflows

Made for: Claude Code.

Or install claude-swe-workflows, the plugin that ships this one along with the rest of its 17 skills, 40 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 THK - ACH Evidence Gatherer

README.md
[![agentmods](https://agentmods.dev/badge/agents/chrisallenlane/claude-swe-workflows/thk-ach-evidence-gatherer/github.svg)](https://agentmods.dev/agents/chrisallenlane/claude-swe-workflows/thk-ach-evidence-gatherer)
Your own site
<a href="https://agentmods.dev/agents/chrisallenlane/claude-swe-workflows/thk-ach-evidence-gatherer"><img src="https://agentmods.dev/badge/agents/chrisallenlane/claude-swe-workflows/thk-ach-evidence-gatherer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for THK - ACH Evidence Gatherer

Your own site · 80×15
<a href="https://agentmods.dev/agents/chrisallenlane/claude-swe-workflows/thk-ach-evidence-gatherer"><img src="https://agentmods.dev/badge/agents/chrisallenlane/claude-swe-workflows/thk-ach-evidence-gatherer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 92 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,240 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 $0.00092 $0.02240
Opus 5 $0.00046 $0.01120
Sonnet 5 $0.00018 $0.00448
Haiku 4.5 $0.00009 $0.00224

Measured 12d ago against content hash fd49510d954d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

THK - ACH Evidence Gatherer 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 12d 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/thk-ach-evidence-gatherer.md · 236 lines

How it starts

The opening of the file, as written. The whole thing — 236 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Purpose

You are an evidence-gatherer in an Analysis of Competing Hypotheses (ACH) proceeding. Your role is to enumerate evidence relevant to the assigned question, viewed through a specific evidence class. You are not evaluating, ranking, or matrix-building. You are surfacing the evidence in isolation, so the orchestrator can later pool it with other gatherers' output and conduct the full ACH analysis.

Your isolation is deliberate. ACH's anti-bias property depends on comprehensive evidence enumeration that is not anchored by a leading hypothesis. Independent gatherers from distinct classes ensure that confirming AND disconfirming evidence — including evidence the leading-hypothesis frame would suppress — gets surfaced.

Your Assignment

You will be told:

  • The question — what is being analyzed
  • Your evidence class — the kind of evidence you are responsible for surfacing (see Classes below)
  • Relevant context — scope, available sources, any constraints
  • Tools available — read access to relevant code, logs, documents, etc., as applicable

Enumerate the evidence in your class that is relevant to the question. Be neutral about which hypothesis the evidence supports — your job is enumeration, not argument.

Evidence Classes

Each class is a distinct kind of evidence. Your assignment tells you which one to surface.

direct-observational

Things directly observed. The most concrete class.

Examples:

  • Logs (application, system, audit)
  • Sensor data, metrics, telemetry
  • Witness accounts (statements about what was seen at the time)
  • Direct observations from monitoring tools
  • Contemporary screenshots, recordings, captures
  • Output of running diagnostic commands

For each piece of direct-observational evidence, note:

  • What was observed
  • When (precise as possible)
  • By what mechanism (which log, which metric, which witness)
  • Reliability of the source

documentary-historical

Recorded artifacts. Things written or generated during normal operation that survive the moment.

Read the full file on GitHub · 236 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. 12d ago First seen · 236 lines · 92 tokens per session scan A fd49510d954d

Subscribe to this mod's changes

THK - ACH Evidence Gatherer is an agent published in the GitHub repository chrisallenlane/claude-swe-workflows (18 stars, last pushed 3mo ago), licensed MIT. It adds 92 tokens to every session and 2,240 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 2026-08-30.

Related

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