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.
npx skills add DukeTwoCan/autonovel-agent-skills --skill autonovel-consistency-passgit clone --depth 1 https://github.com/DukeTwoCan/autonovel-agent-skillsWrote 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.
[](https://agentmods.dev/skills/duketwocan/autonovel-agent-skills/autonovel-consistency-pass)<a href="https://agentmods.dev/skills/duketwocan/autonovel-agent-skills/autonovel-consistency-pass"><img src="https://agentmods.dev/badge/skills/duketwocan/autonovel-agent-skills/autonovel-consistency-pass/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.
<a href="https://agentmods.dev/skills/duketwocan/autonovel-agent-skills/autonovel-consistency-pass"><img src="https://agentmods.dev/badge/skills/duketwocan/autonovel-agent-skills/autonovel-consistency-pass.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00103 | $0.02573 |
| Opus 5.5 | $0.00041 | $0.01029 |
| Sonnet 5.5 | $0.00021 | $0.00515 |
| Haiku 4.5 | $0.00010 | $0.00257 |
Grade A, and why
autonovel-consistency-pass scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 195 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Autonovel — Phase 3b.1 (Consistency pass)
Catch cross-chapter inconsistencies (character voice drift, plot holes, world-rule violations, repeated phrases) that the per-chapter drafting loop can't see.
When to use this skill
- State.json shows
"phase": "consistency"(set by autonovel-revision when 3a complete) - User says "do a consistency pass" / "check for plot holes" / "look for inconsistencies"
Prerequisites
!`cd "$AUTONOVEL_WORKSPACE/$NOVEL_SLUG" && ls chapters/*.md | wc -l`
!`cat "$AUTONOVEL_WORKSPACE/$NOVEL_SLUG/state.json" | python -c "import json,sys; s=json.load(sys.stdin); print(s.get('phase'), s.get('revision_cycle'))"`
Need ≥2 chapters drafted; otherwise consistency-pass is meaningless.
Workflow
Step 1 — Build rolling chapter summary
If story_state/facts.json exists, drafting has already been appending each
accepted chapter's summary to consistency_state/rolling_summary.md live
(see autonovel-drafting/references/fact-extraction.md). In that case, read
the existing consistency_state/rolling_summary.md first, note which
## Chapter N headers are already present, and only fill gaps — chapters
with no header (drafted before story-state was initialized, or the file is
missing entirely). Do not regenerate a summary that already exists. If
story_state/facts.json does not exist, or the summary file is missing
entirely, build every chapter's summary from scratch as below.
For each chapter needing a summary:
- Read
chapters/ch_NN.md. - Generate a ~200-token summary covering: what happens, which characters appear, what state changes (relationship dynamics, possessions, knowledge), any world-rule invocations.
- Append to
consistency_state/rolling_summary.mdwith header## Chapter N.
This is the rolling summary the windowed reviewer uses. Built once (or gap-filled); reused across windows.
Step 2 — Window the manuscript
Use lib/chunk_text.py:
import sys
sys.path.insert(0, "${HERMES_SKILL_DIR}/lib")
from chunk_text import chunk_by_chapters
# Read all chapter files in order
import os, glob
chapter_files = sorted(glob.glob("$AUTONOVEL_WORKSPACE/$NOVEL_SLUG/chapters/ch_*.md"))
chapter_texts = [open(f).read() for f in chapter_files]
chunks = chunk_by_chapters(chapter_texts, group_size=4)
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 2mo ago First seen · 195 lines · 103 tokens per session scan A d391c9d6f6ff
autonovel-consistency-pass is a skill published in the GitHub repository DukeTwoCan/autonovel-agent-skills (2 stars, last pushed 3mo ago), licensed MIT. It adds 103 tokens to every session and 2,573 once invoked, about $0.0004 per session on Opus 5.5. 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.
Other skills, from other repositories
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A review workflow for finding story problems from several viewpoints, including issues with structure, characters, wording, and fictional world rules. It can use multiple reviewer agents or work alone.
story-setup
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story
A Chinese-language routing tool for fiction writers that directs requests to tools for outlining, writing, analysis, reviews, covers, importing novels, browser control, and project management.
story-cover
A novel-cover generator that creates a cover with the book title and author name. It chooses a visual style from the book information and can use Codex's image-generation tool.
story-deslop
A writing editor for Chinese web novels that detects writing patterns often associated with AI-generated text and makes the prose feel more natural.
story-import
A tool for turning an existing novel into a structured writing project. It analyzes the book and organizes its characters, settings, plot plans, chapters, and tracking data for later writing.