Install
$ agentstack add skill-yha9806-academic-writing-toolkit-logic-review ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
/logic-review — Paragraph Logic Review
Purpose
Find paragraphs that may need a topic sentence, a clearer transition, merging, or re-ordering. The deterministic script flags candidates; the agent explains and proposes edits.
Trigger Words
This skill activates on: logic review, flow check, paragraph logic, /logic-review.
Workflow
- Resolve the bundled helper at
scripts/audit-logic.pyrelative to thisSKILL.md, then run it from the project root:
python3 {skill_dir}/scripts/audit-logic.py --base-dir . --json
- Read the flagged paragraphs and nearby context.
- Present a numbered review table with location, issue type, why it matters, and a proposed edit.
- Wait for user approval before editing chapter files.
- Apply only approved edits, then re-run the audit.
Constraints
- Never auto-fix chapter logic without user approval.
- Preserve the author's argument and section structure.
- Keep edits local to the flagged paragraph unless the user approves a broader rewrite.
- No emoji.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: yha9806
- Source: yha9806/academic-writing-toolkit
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.