Ito Compute
affaan-m/ECC
Query live GPU inventory, submit an authenticated Itô fixed-rate RFQ, inspect RFQ or procurement status, revoke device credentials, and run explicitly gated node qualification through the separately…
A skill your agent uses when deciding whether a parallel/concurrent-computing project belongs at PPoPP or should be routed to PLDI, CGO, POPL, ASPLOS, HPCA, SC, SPAA, or OOPSLA, and when…
MITAuto-check passed
Install Ppopp Topic Selection
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-topic-selection --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/PPoPP-Skills/skills/ppopp-topic-selection .claude/skills/ppopp-topic-selection && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ppopp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-topic-selection into .claude/skills/ppopp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-topic-selection", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-topic-selectionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-topic-selection --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/PPoPP-Skills/skills/ppopp-topic-selection .agents/skills/ppopp-topic-selection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ppopp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-topic-selection into .agents/skills/ppopp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-topic-selection", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-topic-selection --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/PPoPP-Skills/skills/ppopp-topic-selection .cursor/skills/ppopp-topic-selection && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ppopp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-topic-selection into .cursor/skills/ppopp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-topic-selection", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path PPoPP-Skills/skills/ppopp-topic-selection--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-topic-selection --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/PPoPP-Skills/skills/ppopp-topic-selection .gemini/skills/ppopp-topic-selection && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ppopp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-topic-selection into .gemini/skills/ppopp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-topic-selection", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-topic-selectionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-topic-selection -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/PPoPP-Skills/skills/ppopp-topic-selection .github/skills/ppopp-topic-selection && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ppopp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-topic-selection into .github/skills/ppopp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-topic-selection", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-topic-selection -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ppopp-topic-selection --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/PPoPP-Skills/skills/ppopp-topic-selection .opencode/skills/ppopp-topic-selection && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ppopp-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/PPoPP-Skills/skills/ppopp-topic-selection into .opencode/skills/ppopp-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ppopp-topic-selection", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ppopp-topic-selection- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 597 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when deciding whether a parallel/concurrent-computing project belongs at PPoPP or should be routed to PLDI, CGO, POPL, ASPLOS, HPCA, SC, SPAA, or OOPSLA, and when…
- Deciding whether a parallel/concurrent-computing project belongs at PPoPP
- SKILL.md covers The routing question that…, Sibling-venue routing table, Contribution shapes PPoPP… and The remove-the-parallelism and…, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Should be routed to PLDI
What it does
Ppopp Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a parallel/concurrent-computing project belongs at PPoPP or should be routed to PLDI, CGO, POPL, ASPLOS, HPCA, SC, SPAA, or OOPSLA, and when distinguishing PPoPP's "the parallelism is the point" scope from a compiler contribution (CGO/PLDI), a concurrency logic (POPL), or a microarchitecture result (ASPLOS/HPCA).
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: 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… The licence is MIT.
When your agent uses it
- Deciding whether a parallel/concurrent-computing project belongs at PPoPP
- Should be routed to PLDI
- When distinguishing PPoPPs the parallelism is the point scope from a compiler contribution (CGO/PLDI)
- A concurrency logic (POPL)
Example prompts
- “the parallelism is the point”
- “/ppopp-topic-selection”
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ppopp Topic Selection loads about 1.5k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 597 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 597 words, ~1,529 tokens.
Download SKILL.mdSave it as
.claude/skills/ppopp-topic-selection/SKILL.md (or your agent's skills folder).- name
- ppopp-topic-selection
- description
- Use when deciding whether a parallel/concurrent-computing project belongs at PPoPP or should be routed to PLDI, CGO, POPL, ASPLOS, HPCA, SC, SPAA, or OOPSLA, and when distinguishing PPoPP's "the parallelism is the point" scope from a compiler contribution (CGO/PLDI), a concurrency logic (POPL), or a microarchitecture result (ASPLOS/HPCA).
PPoPP Topic Selection
Decide the venue before drafting. PPoPP — the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming — is the premier forum for work whose center of gravity is parallelism and concurrency: parallel languages, compilers, and runtimes; lock-free/wait-free data structures; GPU/accelerator and NUMA performance; parallel algorithms; and scalability studies. A technically strong paper whose real contribution is a compiler pass, a program logic, or a cache design is respected here and then rejected as out of scope. The question PPoPP reviewers ask first is: is the parallelism the point, or is it the setting?
The routing question that matters most
PPoPP sits inside the co-located HPCA/CGO/PPoPP/CC week, so its nearest neighbors are one hallway away and the boundary is real. Use the "is the parallelism the point?" test: if you removed the concurrency/parallel-performance story, is there still a paper? If yes, the contribution lives elsewhere.
Sibling-venue routing table
| Signal in your project | Better home | Why |
|---|---|---|
| The contribution is a parallel algorithm, runtime, synchronization mechanism, or a concurrency-correctness + scalability result | PPoPP | This is PPoPP's center; both correctness and speedup are judged |
| The contribution is a compiler optimization or code-generation technique | CGO (or PLDI) | Backend/optimization is CGO's named center; PLDI for broader PL implementation |
| The contribution is a new program logic, type system, or semantics for concurrency | POPL | Foundational concurrency theory over a measured parallel system |
| The contribution is hardware/microarchitecture (coherence, memory system, accelerator design) | ASPLOS / HPCA | The result is about the machine, not the parallel program |
| The core is a large-scale HPC application or systems-at-scale deployment | SC / ICS / IPDPS | Application/HPC-systems framing over a general parallel-programming lesson |
| The core is a theoretical parallel-algorithm bound with no implementation | SPAA | Theory of parallelism; PPoPP wants practice alongside principle |
| A concurrency feature of a managed language / object system | OOPSLA / PLDI | Language-design framing dominates |
Show full SKILL.md (297 more words)Show less
Contribution shapes PPoPP rewards
- Concurrent data structures — a new lock-free/wait-free structure or synchronization primitive with a correctness argument (linearizability, progress) and throughput/scalability under contention.
- Parallel runtimes and schedulers — work-stealing, task graphs, futures, load balancing, with measured overhead and scaling on real workloads.
- GPU / accelerator programming — techniques, languages, or libraries that raise occupancy, reduce divergence, or exploit heterogeneity, with speedups over strong GPU baselines.
- Parallel algorithms in practice — graph, numerical, or sparse kernels whose parallel design and NUMA/locality engineering deliver a measured win.
- Memory-model and concurrency-correctness work — race/linearizability checking, weak-memory reasoning, or verified concurrency, positioned as a parallel-programming enabler.
- Compilers/languages for parallelism — DSLs, parallel IRs, and runtime-coupled compilation where the parallel-execution lesson (not a generic pass) is the contribution.
The remove-the-parallelism and swap-the-machine tests
Two quick tests sharpen a borderline verdict:
- Remove-the-parallelism test: delete the concurrency and the scaling story. If a contribution remains (a better pass, a cleaner semantics, a faster core), route to CGO/PLDI/POPL/ASPLOS.
- Swap-the-machine test: if your result is a single-configuration speedup that would vanish or reverse on another core count, socket topology, or GPU generation, it is a microbenchmark, not a parallel-programming contribution — PPoPP wants a lesson that survives the sweep.
Evidence maturity, without the cliché
Fit is necessary but not sufficient. A synchronization idea shown only at one thread count is a workshop poster; a runtime evaluated only on microbenchmarks needs real workloads before the research track; a scalability claim with no baseline is not yet a paper. PPoPP's twin bar — correct under concurrency and measurably scalable — is what promotes an idea from "interesting" to "PPoPP-shaped."
Cheap reconnaissance before committing
[Scope] scan the last two PPoPP programs (dblp, conf.researchr.org) for your subarea
-> 3+ recent papers = a reviewer pool exists; 0 = mismatch or a CGO/ASPLOS home
[Citations] is your bibliography majority PPoPP/PLDI/ASPLOS/SC/SPAA parallel venues?
-> majority elsewhere => reviewers read you as a visitor; reframe the intro
[Calendar] PPoPP's summer deadline vs CGO/PLDI/ASPLOS/SC dates (same co-located family)
-> route to the nearest honest fit; a marginal preference rarely justifies a yearDecision procedure
[Point test] remove the parallelism -> is there still a contribution? yes => reroute
[Claim type] concurrent structure / runtime / GPU / parallel algorithm / memory-model / parallel-language
[PPoPP vs CGO/PLDI] is a compiler pass the real result? -> CGO/PLDI
[PPoPP vs POPL] is it concurrency theory with no measured system? -> POPL
[PPoPP vs ASPLOS/HPCA] is it about the machine? -> ASPLOS/HPCA
[Verdict] PPoPP research track / sibling venue, with a one-line reasonRun this before the writing skills; a wrong venue decision wastes every later step. When the
verdict is PPoPP, continue with ppopp-workflow for the calendar and ppopp-writing-style for the
paper shape.
© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in PPoPP-Skills/skills/ppopp-topic-selection of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Ppopp Topic Selection next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ppopp Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Ito Computeaffaan-m/ECC | 275k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Swift Concurrency 6 2affaan-m/ECC | 275k | 4 repos | ~2k | Automated safety check: Pass | MIT | |
| Parallels Discord Roundtripopenclaw/openclaw | 392k | — | ~788 | Automated safety check: Pass | MIT | |
| Openclaw Parallels Smokeopenclaw/openclaw | 392k | — | ~8.4k | Automated safety check: Notes | MIT | |
| Senior Computer Visiondavila7/claude-code-templates | 32k | 3 repos | ~1.4k | Automated safety check: Pass | MIT |
Similar skills
Swift Concurrency 6 2
affaan-m/ECC
Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types.
Parallels Discord Roundtrip
openclaw/openclaw
Run macOS Parallels smoke with Discord send, host verification, host reply, and guest readback proof.
Openclaw Parallels Smoke
openclaw/openclaw
Prepare, snapshot, run, rerun, debug, or interpret OpenClaw Parallels guest install, onboarding, gateway smoke, and upgrade checks across macOS, Windows, and Linux.
Senior Computer Vision
davila7/claude-code-templates
World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems.
Parallel Execution Optimizer
affaan-m/ECC
Speed up a task by turning it into a dependency graph of parallel lanes with a lane matrix, batched reads and checks, write surfaces isolated by file, worktree, branch, or service, and a final…
More from brycewang-stanford/Awesome-Journal-Skills
All 2,387 skills in this repoAaag Data Analysis
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
Aaag Literature Positioning
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
Aaag Rebuttal
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
Aaag Research Design
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
Aaag Review Process
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
Aaag Submission
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Questions about Ppopp Topic Selection
What does Ppopp Topic Selection do?
A skill your agent uses when deciding whether a parallel/concurrent-computing project belongs at PPoPP or should be routed to PLDI, CGO, POPL, ASPLOS, HPCA, SC, SPAA, or OOPSLA, and when…. Ppopp Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a parallel/concurrent-computing project belongs at PPoPP or should be routed to PLDI, CGO, POPL, ASPLOS, HPCA, SC, SPAA, or OOPSLA, and when distinguishing PPoPP's "the parallelism is the point" scope from a compiler contribution (CGO/PLDI), a concurrency logic (POPL), or a microarchitecture result (ASPLOS/HPCA).
When should I use Ppopp Topic Selection?
Ppopp Topic Selection fits situations like: deciding whether a parallel/concurrent-computing project belongs at PPoPP; should be routed to PLDI; when distinguishing PPoPPs the parallelism is the point scope from a compiler contribution (CGO/PLDI); A concurrency logic (POPL).
How do I install Ppopp Topic Selection in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-topic-selection -a claude-code`. Or copy the skill folder (PPoPP-Skills/skills/ppopp-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ppopp-topic-selection in your project. Claude Code loads it when a task matches its description.
How do I install Ppopp Topic Selection in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-topic-selection -a codex`. Or copy the skill folder (PPoPP-Skills/skills/ppopp-topic-selection in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ppopp-topic-selection in your project. Codex loads it when a task matches its description.
Can I use Ppopp Topic Selection in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ppopp-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ppopp-topic-selection, .gemini/skills/ppopp-topic-selection, .github/skills/ppopp-topic-selection and .opencode/skills/ppopp-topic-selection in your project.
What does Ppopp Topic Selection need to run?
SKILL.md names no scripts, command-line tools or credentials: Ppopp Topic Selection is instructions for the agent only.
Does Ppopp Topic Selection access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Ppopp Topic Selection safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Ppopp Topic Selection use?
Ppopp Topic Selection is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ppopp Topic Selection use?
About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Ppopp Topic Selection?
Skills that share tags, products or a category with Ppopp Topic Selection: Ito Compute (affaan-m/ECC, 275k stars), Swift Concurrency 6 2 (affaan-m/ECC, 275k stars), Parallels Discord Roundtrip (openclaw/openclaw, 392k stars) and Openclaw Parallels Smoke (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ppopp Topic Selection?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.