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 yha9806/academic-writing-toolkit --skill revision-escalationgit clone --depth 1 https://github.com/yha9806/academic-writing-toolkitWrote 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/yha9806/academic-writing-toolkit/revision-escalation)<a href="https://agentmods.dev/skills/yha9806/academic-writing-toolkit/revision-escalation"><img src="https://agentmods.dev/badge/skills/yha9806/academic-writing-toolkit/revision-escalation/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/yha9806/academic-writing-toolkit/revision-escalation"><img src="https://agentmods.dev/badge/skills/yha9806/academic-writing-toolkit/revision-escalation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00068 | $0.00964 |
| Opus 5.5 | $0.00027 | $0.00386 |
| Sonnet 5.5 | $0.00014 | $0.00193 |
| Haiku 4.5 | $0.00007 | $0.00096 |
Grade A, and why
revision-escalation 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 — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/revision-escalation - 3-Strike Revision Control
Purpose
Prevent repeated local patches from making a draft or code path more inconsistent. Use this when the issue may no longer be wording or implementation detail, but specification, structure, evidence, or version-control drift.
Trigger Words
This skill activates on: revision escalation, 3-strike, three strikes, stop and diagnose, still wrong, still weird, unclear, weak, 越改越乱, 还是不对, 还是怪, 不够清楚, 逻辑还是混乱, /revision-escalation.
Core Rule
If the same issue remains unresolved after 3 revision attempts, treat it as a specification or structure problem before treating it as another local editing task.
Do not make a fourth patch immediately.
Repeated feedback that the manuscript is becoming more abstract, no longer states who it helps, or contains individually correct sentences without a recognisable paper spine is a structural signal even when fewer than three formal edit contracts have failed. Pause and compare the current draft with the author-intent and argument baselines.
Revision Escalation Check
Before editing again, classify the problem:
| Category | Meaning | Next action |
|---|---|---|
| Underspecified request | Target, constraint, audience, venue, or expected output is missing. | Ask for a concrete target before editing. |
| Ambiguous feedback | Feedback is evaluative but not operational: "weird", "weak", "unclear", "not good enough". | Ask what should change. |
| Local execution problem | The goal is clear, but the previous patch implemented it incorrectly. | Make one small targeted patch. |
| Structural mismatch | The issue affects the real-world problem, intended use, research object, research question, primary experiment, gap, contribution, evidence chain, section structure, module boundary, or venue framing. | Propose a restructure plan before editing. |
| Evidence gap | The desired claim is unsupported by available data, experiments, citations, or files. | Downgrade the claim or request evidence. |
| Version contamination | Repeated patches have mixed old assumptions with new requirements, causing inconsistency, duplication, or bloat. | Recommend a new version, branch, or consolidated brief. |
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 Changed · +12 lines 1921bc954700
- 2mo ago First seen · 79 lines · 68 tokens per session scan A 64fe5c43fd37
revision-escalation is a skill published in the GitHub repository yha9806/academic-writing-toolkit (54 stars, last pushed 10d ago), licensed MIT. It adds 68 tokens to every session and 964 once invoked, about $0.0003 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 2026-08-30.
revision-escalation compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| revision-escalationyha9806/academic-writing-toolkit | Skill | 54 | 10d ago | MIT | A | 68 | Claude Code |
| academic-cvmuhammad1438/academic-writer-skills | Skill | 7 | 7mo ago | MIT | A | 0 | Claude Code |
| argumentation-enginemuhammad1438/academic-writer-skills | Skill | 7 | 7mo ago | MIT | A | 0 | Claude Code |
| conference-presentationmuhammad1438/academic-writer-skills | Skill | 7 | 7mo ago | MIT | A | 0 | Claude Code |
| latex-writermuhammad1438/academic-writer-skills | Skill | 7 | 7mo ago | MIT | A | 0 | Claude Code |
| preregistration-guidemuhammad1438/academic-writer-skills | Skill | 7 | 7mo ago | MIT | A | 0 | Claude Code |
| cover-letter-writermuhammad1438/academic-writer-skills | Skill | 7 | 7mo ago | MIT | A | 0 | Claude Code |