strong-edit
Skill0 starsChanged 8 months agoUnlicenseView on GitHub
Critical editorial analysis of articles. Examines structure, argument strength, relevance, and readability. Use for substantive editing - challenging what's said and how, not just polish.
In this repository12 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- agent-optimizeSkill
- dev-recordSkill
- flesh-outSkill
- generator-codingSkill
- light-v-structureSkill
- no-pre-existing-failuresSkill
- review-skillSkill
- review-stepsSkill
- sandboxSkill
- sdlc-cross-reviewSkill
- my-skillSkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 4 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈4
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 40
Ask: which of these cuts does the developer agree with?
- Distinctive: line 49
Ask: does the developer have evidence or context that addresses these challenges?
- Distinctive: line 57
Ask: are there readability choices that are deliberate (e.g.
- Distinctive: line 65
If edits introduce or modify external references, verify each URL resolves and supports the claim before presenting
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
This skill is for critical evaluation of $ARGUMENTS - not polish (review-steps) or generation (flesh-out).
Stop after each stage and have changes reviewed with user.
Note: Strong editing challenges the content itself. The agent identifies weaknesses; the developer decides what to change. Stages 0-4 are critique only — no edits are made to the document. Edits happen in Stage 5 after the critique is complete.
See
responsibilities.mdfor the full agent/developer ownership matrix.
- Read and identify the core argument (developer confirms)
- What is the document's function? (its type and role — e.g., design doc specifying the auth system, op-ed arguing for policy X)
- What is the document's goal? (the concrete outcome it exists to produce — e.g., a working implementation, a policy change)
- What is this article trying to say?
- Who is the intended audience?
- What action or understanding should readers have afterward?
- Confirm understanding before proceeding — critique requires understanding intent
- Evaluate structure (agent critiques, developer discusses)
- Does the opening hook the reader and state the thesis?
- Does each section serve the argument?
- Is the logical flow sound? (premise -> evidence -> conclusion)
- Are there structural gaps or non-sequiturs?
- Is the conclusion earned by what precedes it?
- Does the structure serve the document's function and support its goal?
- Present findings and ask the developer which structural issues matter most before moving on
- Assess relevance and focus (agent critiques, developer discusses)
- Does every paragraph serve the core argument?
- Identify tangents, digressions, or scope creep
- Flag content that weakens the piece by diluting focus
- Does the content stay aligned with the document's function and goal?
- Identify missing content that would strengthen the argument
- Recommend cuts (be specific — quote what should go)
- Ask: which of these cuts does the developer agree with? Is anything flagged actually intentional?
- Challenge the argument (agent critiques, developer discusses)
- Are claims supported by evidence?
- Are there logical fallacies or unsupported leaps?
- What would a skeptical reader question?
- Are counterarguments acknowledged where needed?
- Is the argument differentiated from obvious alternatives?
- Would the argument, as presented, achieve the document's goal?
- Ask: does the developer have evidence or context that addresses these challenges?
- Evaluate readability (agent critiques, developer discusses)
- Is the complexity appropriate for the audience?
- Are sentences and paragraphs appropriately sized?
- Is jargon explained or should it be avoided?
- Does the piece maintain momentum or does it drag?
- Are transitions clear?
- Ask: are there readability choices that are deliberate (e.g. technical jargon for an expert audience)?
- Strengthen weak sections (agent proposes edits, developer approves)
- Based on the agreed critique from stages 1-4, now edit the document
- Rewrite sections that aren't working
- Tighten verbose passages
- Sharpen vague statements into concrete claims
- Replace weak examples with stronger ones
- If edits introduce or modify external references, verify each URL resolves and supports the claim before presenting
- Final assessment (agent leads)
- Does the piece fulfill its function?
- Does the piece achieve its goal?
- What's the single biggest remaining weakness?
- Recommendation: publish / revise further / rethink approach
When to Use This vs Other Skills
| Document State | Use |
| Raw notes, bullets, stream of consciousness | flesh-out |
| Draft with typos, incomplete sentences | review-steps |
| Complete draft needing critical evaluation | strong-edit |
| Polished draft, final check | review-steps |
| Finalized document needs agent-friendly restructuring | agent-optimize |
Key Differences
| Aspect | review-steps | flesh-out | strong-edit |
| Focus | Polish | Generate | Critique |
| Input | Draft with structure | Raw notes | Complete draft |
| Question | "Is this correct?" | "What should this say?" | "Does this work?" |
| Risk | Missing substance | Meaning distortion | Over-editing |
| Output | Cleaner version | Structured document | Critical assessment + revisions |
Strong Edit Philosophy
Good editing is subtractive. The best edits often involve removing what doesn't serve the piece rather than adding more. Every word should earn its place.
Challenge the author's assumptions. If something seems unclear, it may be unclear - or wrong. Don't fix; question.
Respect the author's voice. Strong editing improves the piece; it doesn't rewrite it into a different piece. Propose changes in the author's style, not generic "good writing."
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

