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 edit-contractgit 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/edit-contract)<a href="https://agentmods.dev/skills/yha9806/academic-writing-toolkit/edit-contract"><img src="https://agentmods.dev/badge/skills/yha9806/academic-writing-toolkit/edit-contract/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/edit-contract"><img src="https://agentmods.dev/badge/skills/yha9806/academic-writing-toolkit/edit-contract.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 | $0.00028 | $0.01277 |
| Opus 5 | $0.00014 | $0.00639 |
| Sonnet 5 | $0.00006 | $0.00255 |
| Haiku 4.5 | $0.00003 | $0.00128 |
Grade A, and why
edit-contract 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 yesterday.
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 — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/edit-contract — Bounded Chapter Edits
One file per contract at contracts/{chapter}-{slug}.md. No other ledgers.
Running Python helpers
Choose the interpreter before running the examples. For a globally installed
copy, use the private runtime recorded by its installer. In a checkout or linked
workspace, use AWT_PYTHON when set, otherwise the toolkit's .venv (follow the
skill directory link back to the toolkit): Scripts/python.exe on Windows,
bin/python on macOS/Linux. Without that environment, check that python
(Windows) or python3 (macOS/Linux) actually runs and has the helper's dependencies.
Replace the example's python3 with that executable. In PowerShell, prefix a
quoted executable with &; keep commands on one line and quote file paths.
When to use
Before a substantive edit (rewriting more than one paragraph, changing what a section claims, restructuring). Not for typo fixes or single-sentence edits.
Contract file format
# Edit Contract: {chapter} — {short goal}
## Spine card
- Section role: {what this section must keep doing in the argument}
- Core claim (must not broaden): {one sentence}
- Sources in scope: {list; their roles — support / background / challenge}
- Forbidden: {claims that must NOT appear; scope that must NOT leak in}
## Scope
- May change: {chapters/ch3.md}
- Must not change: {chapters/ch2.md, chapters/ch4.md}
## Attempts
- [ ] Attempt 1: {date} — {outcome: accepted / revise / rejected, one line why}
Workflow
- Draft the contract from the user's request and the current section; show it; the user approves or amends it in conversation before any edit.
- Make the edit within Scope. After the edit, restate in one short table: what changed, whether the core claim broadened (quote before/after if it did), and whether anything Forbidden appeared.
- Record the attempt line. The user's accept/revise/reject decision in conversation is the gate — the file records it, it does not grant it.
What ships with it
6 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.
- references/author-control/00_AUTHOR_INTENT.md 725 B
- references/author-control/01_EVIDENCE_AND_CLAIMS.md 1.3 KB
- references/author-control/02_REVISION_LOG.md 724 B
- references/author-control/README.md 6.9 KB
- scripts/check-author-control.py 7.9 KB runs code
- scripts/scaffold-author-control.py 3.5 KB runs code
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.
- yesterday Changed · +11 lines 7695f47bcb8d
- 2d ago Changed · +23 lines f62649a1f377
- 3d ago First seen · 76 lines · 28 tokens per session scan A 953ed53531bc
edit-contract is a skill published in the GitHub repository yha9806/academic-writing-toolkit (37 stars, last pushed 2d ago), licensed MIT. It adds 28 tokens to every session and 1,277 once invoked, about $0.0001 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 2026-09-06.
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