| name | tangle-blog-editor |
| description | Audit, rewrite, or batch-rewrite Tangle website blog posts in src/content/blog. Use for existing MDX posts that need stronger Tangle voice, SEO/AEO structure, answer capsules, proof blocks, internal links, FAQ, publication-ready technical clarity, or a parallel, fully validated editorial pass across a series or the whole corpus. |
Tangle Blog Editor
Use this skill when editing existing Tangle blog posts, especially the self-improving stack, x402 Production Runway, Tangle Re-Introduction, Sandbox, Router, Browser Agent, Blueprint SDK, and agent infrastructure posts.
This skill turns technically correct drafts into website-grade posts. It does not replace research. It forces the post to begin from reader pressure, carry Tangle-specific proof, and end with a builder decision.
Required References
Read these before acting:
references/voice-and-style.md for the Tangle blog voice, banned patterns, and rewrite target.
references/rewrite-rubric.md for the scoring rubric and per-post improvement workflow.
If the user asks for the self-improving stack specifically, also inspect the target post plus nearby series posts so the rewrite preserves series continuity without repeating scaffold language.
Workflow
-
Identify the post goal.
- Existing post polish: preserve facts, links, and technical claims unless verified wrong.
- Structural rewrite: change opening, section order, headings, and examples while preserving the core argument.
- SEO/AEO upgrade: add query-targeted answer capsules, FAQ, proof, internal links, and direct CTA.
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Classify the post.
- Foundation essay: fewer headings, more causal argument, stronger misconception.
- Operator guide: concrete commands, health checks, failure modes, proof blocks.
- Comparison post: fair positioning, decision matrix, query-matched title.
- Architecture post: diagram or image, component flow, readiness checklist.
-
Rewrite the entry vector first.
- Start from a concrete product, operator, agent, or builder problem.
- Name the tempting but wrong interpretation.
- Introduce formalism only after the reader understands why prose is insufficient.
-
Preserve hard parts.
- Keep math when it disambiguates mutable surface, objective, gate, evidence, or cost.
- Keep source links when they constrain claims.
- Do not flatten precise terms into broad AI infrastructure fluff.
-
Add the Tangle layer earlier.
- Show where Tangle provides the runtime, sandbox, router, Blueprint service, x402 payment path, TEE boundary, operator evidence, or manifest.
- Do not add generic claims that any infra project could say.
-
Close with a decision.
- End with what the reader should choose, test, deploy, verify, or avoid.
- Avoid restated thesis closers.
Batch rewrite mode
When the request covers a series or the whole corpus, read references/batch-rewrite-protocol.md and use its one-turn worker contract.
Inventory the repository before assigning work, partition by disjoint files and series context, and give every worker the same rubric plus its exact file list.
Workers must finish their assigned files in one turn, run the cheapest relevant checks, report blockers with file and line evidence, and never edit another worker's files.
The coordinating agent owns the queue, reconciles series continuity, runs repository-wide checks on the merged tree, and does not call the batch complete while any assigned file lacks a result.
Use the requested model only when the runtime exposes it.
If a requested model is unavailable, record the exact model-roster error and stop that lane or use an explicitly approved fallback; never silently substitute a cheaper model for a writing lane.
Output Rules
- If editing files, modify only the requested MDX post and directly required assets/metadata.
- Keep frontmatter valid for
src/content.config.ts: title, slug, summary, date, author, tags, optional series, seriesOrder, coverImage, heroImage, imageAlt, draft.
- Preserve internal links unless a better current target exists.
- Add
## FAQ with ### questions when the post targets search/agent retrieval.
- Every SEO/AEO rewrite needs at least one exact install, curl, CLI, or API block unless the post is purely conceptual.
- Use images from
public/images/blog/<slug>/ or public/images/covers/; do not reference non-existent assets.
- Run
pnpm build or a narrower available validation after substantive edits.
Then consider
docs-slop-audit when a completed batch needs an independent prose and claim scan.