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Get Started Free →Write, rewrite, review, or continuously refine X/Twitter posts in Meng To's current voice using his deduplicated authored-post corpus, personal and product context, shared resources, and Content repo evidence. Use when asked to improve a tweet in Meng's tone, draft an original post, reply, thread, resource share, or quote post as Meng, check whether an angle repeats an earlier post, study Meng's writing style, ingest another 20-50 authored posts, or hone the reusable Meng X voice profile.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | 90% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 25% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 2% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 19% | 0% |
| case-16 | ✗→✓ | ▲ Improved | 55% | 0% |
Work from the user's Content repo unless the user names another checkout. If no Content repo is active, locate it from the available workspace roots or ask for the target before writing files.
AGENTS.md and run git status --short --branch before changing files.rg search is enough.Use this evidence order:
Identify the format first: reply, original post, quote post, resource share, thread, or product post. Match examples from the same format because Meng's replies are looser than his standalone posts.
Keep the user's strongest original line when it already sounds natural. Improve clarity, sequence, and specificity without replacing the thought with a generic copywriting framework.
Ground the post in something real when useful:
Never invent usage, metrics, customers, team behavior, travel, family details, product capabilities, or results. Do not turn a resource share into a hidden product pitch.
For every rewrite or drafting request, return exactly five finished options unless the user explicitly requests another count. Put the strongest option first. Make the five options materially different in angle, structure, rhythm, or intent instead of producing five surface-level paraphrases.
Adapt the remix mix to the post, using distinct types such as:
Label each option by its remix type when useful. Keep all five grounded in the same verified facts. Do not bury the copy under analysis.
Default to casual, spoken language unless the user asks for a more formal tone. Prefer the words Meng would naturally say out loud over polished brand-copy phrasing.
Make every sentence advance the thought. Do not let the second sentence or paragraph merely restate the hook or describe the same feature again. Use it to add a reason, mechanism, use case, proof point, constraint, contrast, question, or conclusion. If it adds nothing new, cut it.
Check two kinds of duplication before finalizing:
taste is the moat, context matters, AI slop, or the prompt is not the point unless the source genuinely advances it.Use the Codex in-app browser only. Never use Chrome. Keep X read-only: do not post, reply, quote, like, repost, bookmark, follow, DM, or change account state.
Open the signed-in profile and the Latest search:
texthttps://x.com/MengTo https://x.com/search?q=from%3AMengTo&src=typed_query&f=live
On each refresh:
bashnode <skill-dir>/scripts/update-tweet-corpus.mjs --input <batch-path>
If X is logged out, CAPTCHA-blocked, or the Codex browser cannot attach, stop and report the exact blocker. Do not use public search, Chrome, or guessed posts as a fallback.
Measure the batch before editing the profile:
Use replies for conversational vocabulary, capitalization, curiosity, gratitude, and disagreement. Use original posts for hooks, story, pacing, lists, proof, and endings. Use quote posts and resource shares for how Meng adds a reason, mechanism, or related resource.
Do not manufacture typos to imitate authenticity. Preserve natural directness, contractions, occasional fragments, and lower-case phrasing when the format supports it.
After changing the skill or corpus:
bashnode <skill-dir>/scripts/update-tweet-corpus.mjs --check python3 <skill-creator-dir>/scripts/quick_validate.py <skill-dir> git diff --check -- <skill-dir>
Stage only the source-controlled write-like-meng-on-x/ skill folder and commit the narrow change. Leave unrelated modified and untracked files alone.
Report the sampled and added counts, date range, profile changes, duplicate checks, browser status, validation result, and commit hash. If no new post or durable voice insight was found, report a no-op instead of creating churn.
Other measured skills in the registry, with their headline benchmark lift.