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Pldi writing style

Skill brycewang-stanford/Awesome-Journal-Skills/PLDI-Skills/skills/pldi-writing-style

Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。

Install
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill pldi-writing-style

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Use when revising a PLDI draft for the venue's voice — design insight before tool name, mechanisms instead of adjectives, a running example that carries the semantics, honest limitation statements, and prose that fits the single-column acmsmall journal format without padding toward the page cap.

SKILL.md

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PLDI Writing Style

A PLDI paper is an engineering argument written for people who will try to break it. The style that survives has three habits: it states the hard case before the solution, it explains mechanisms rather than accumulating adjectives, and it scopes every claim to exactly what the evaluation shows. Since the PACMPL switch, the published object is a journal article in single-column acmsmall — roomier lines than the old two-column look, but the same conference-grade cap on text pages, so the format rewards clarity, not length.

The first-page contract

By the end of page one a reviewer should be able to answer four questions:

  1. What breaks today? The concrete program, workload, or proof burden that existing techniques mishandle — shown, ideally, as a small code example.
  2. What is the insight? One sentence a compiler writer could act on ("summarize modules by polymorphic escape signatures"), not a property wish ("fast and precise").
  3. Does it exist? The implementation substrate — which compiler, which IR, which proof assistant.
  4. What is the headline evidence? The number, with its suite and baseline attached, plus the paper's stated limit.

The worked rewrite in resources/worked-examples/01-introduction.md performs this transformation end to end.

Style table: draft reflex → PLDI voice

Draft reflexPLDI voice
"Our novel framework significantly outperforms...""On suite S, T improves geomean runtime 1.17x over B at -O2 (30 runs, 95% CI)"
Tool name in the title, insight in §4Insight in the title and abstract; the tool demonstrates it
Related work as a guided museum tourEach cited line ends with the delta from this paper (pldi-related-work)
Limitations paragraph as an apology in §8Restrictions stated where introduced, with their cost measured
Semantics by proseJudgments, figures, and a running example threaded through §3-§5
Padding toward the capWhitespace returned; reviewers never reward a full 20 pages for its own sake

The running example discipline

Pick one small program that exhibits the hard case and reuse it everywhere: to motivate (§1), to walk the semantics (§3), to show the transformation (§4), and as the first row of the evaluation (§6). One example that a reviewer can trace end-to-end beats five disconnected snippets — and it is the cheapest insurance against the "I could not follow the analysis" review.

Claim ledger

Before the final pass, extract every claim sentence and demand its evidence address:

CLAIM                                    -> EVIDENCE
"sound modulo first-class continuations" -> Thm 2 (§5) + restriction check (§4.4)
"majority of closures stack-allocated"   -> Table 3, 11/14 programs
"under 3% compile-time overhead"         -> Table 5, 30 timed builds, CI
"no whole-program pass required"         -> §4.2 construction, artifact demo

Any claim without an address gets weakened or cut; any evidence without a claim is a candidate for the supplement (pldi-supplementary).

Sentence-level habits

  • Present tense for the system's behavior, past tense for the experiments run.
  • Name concrete infrastructure ("an LLVM 18 pass", "a Rocq development of 12k lines") — abstraction here reads as evasion.
  • Kill the "increasingly popular/important" opener; start at the hard case.
  • Define notation once, in a figure, before first use; PLDI reviewers cite notation drift as a soundness smell, not a typo.

Output format

[First-page contract] hard case / insight sentence / substrate / headline number: each present?
[Running example] one program threaded through §1-§6? yes/no
[Claim ledger] n claims, n addressed, list the orphans
[Tone flags] adjectives standing in for mechanisms; apology-style limitations
[Cut list] <sections/paragraphs to compress before the cap does it for you>

Keep looking

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