Paw Pa Pricing
pawbytes/skill-suites
Proposal pricing workflow producing defensible line-item, tiered, or value-based pricing with calibration and sanity checks.
Design-level performance review for seq-db — proposes data-structure, algorithmic, memory-layout, and architectural alternatives for a hot path, each with reasoning and a validation plan.
Install Perf Architect
$ npx skills add ozontech/seq-db --skill perf-architect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ozontech/seq-db perf-architect --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/ozontech/seq-db.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/perf-architect .claude/skills/perf-architect && 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 "perf-architect" agent skill from https://github.com/ozontech/seq-db/tree/main/.claude/skills/perf-architect into .claude/skills/perf-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-architect", 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/ozontech/seq-db/tree/main/.claude/skills/perf-architectType 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 ozontech/seq-db --skill perf-architect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ozontech/seq-db perf-architect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ozontech/seq-db.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/perf-architect .agents/skills/perf-architect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "perf-architect" agent skill from https://github.com/ozontech/seq-db/tree/main/.claude/skills/perf-architect into .agents/skills/perf-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-architect", 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 ozontech/seq-db --skill perf-architect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ozontech/seq-db perf-architect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ozontech/seq-db.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/perf-architect .cursor/skills/perf-architect && 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 "perf-architect" agent skill from https://github.com/ozontech/seq-db/tree/main/.claude/skills/perf-architect into .cursor/skills/perf-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-architect", 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/ozontech/seq-db.git --path .claude/skills/perf-architect--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 ozontech/seq-db --skill perf-architect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ozontech/seq-db perf-architect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ozontech/seq-db.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/perf-architect .gemini/skills/perf-architect && 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 "perf-architect" agent skill from https://github.com/ozontech/seq-db/tree/main/.claude/skills/perf-architect into .gemini/skills/perf-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-architect", 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 ozontech/seq-db perf-architectInstalls 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 ozontech/seq-db --skill perf-architect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ozontech/seq-db.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/perf-architect .github/skills/perf-architect && 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 "perf-architect" agent skill from https://github.com/ozontech/seq-db/tree/main/.claude/skills/perf-architect into .github/skills/perf-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-architect", 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 ozontech/seq-db --skill perf-architect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ozontech/seq-db perf-architect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ozontech/seq-db.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/perf-architect .opencode/skills/perf-architect && 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 "perf-architect" agent skill from https://github.com/ozontech/seq-db/tree/main/.claude/skills/perf-architect into .opencode/skills/perf-architect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "perf-architect", 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
perf-architect- GitHub stars
- 133
- Token cost
- ~581 tokens
- SKILL.md length
- 254 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Design-level performance review for seq-db — proposes data-structure, algorithmic, memory-layout, and architectural alternatives for a hot path, each with reasoning and a validation plan.
- Works in 5 steps: Scope the target from the user's… → Point at evidence if it exists. If there… → Spawn the perf-architector subagent… → …
- You want design-level performance ideas
- SKILL.md covers Steps and Notes
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Perf Architect is an agent skill from ozontech/seq-db. Design-level performance review for seq-db — proposes data-structure, algorithmic, memory-layout, and architectural alternatives for a hot path, each with reasoning and a validation plan. Delegates to the perf-architector subagent (top-down design lens) and relays ranked proposals. Use when you want design-level performance ideas or to rethink an approach (e.g. "rethink the search path", "is the postings representation right?"). This proposes; it does not implement.
Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Business, Finance & HR, covering Proposals and quotes, Subagents and Performance reviews. The repository describes itself as: seq-db is a scalable and high-performance database designed for storing and querying logs efficiently. The licence is Apache-2.0.
When your agent uses it
- You want design-level performance ideas
- Rethink an approach (e.g
Example prompts
- “rethink the search path”
- “is the postings representation right?”
- “/perf-architect”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Scope the target from the user's request: a subsystem, a query/scenario
- Point at evidence if it exists. If there are recent runs under .perf-loop/
- Spawn the perf-architector subagent (Agent tool, `subagent_type
- Relay the ranked design proposals — current-design summary, then each
- Do not implement. These are hypotheses. After presenting, offer to
What it can do on your machine
Read from SKILL.md and the folder at commit 70af159. 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
Perf Architect loads about 581 tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 254 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 ozontech/seq-db at commit 70af159, republished under its Apache-2.0 licence (© ozontech). 254 words, ~581 tokens.
Download SKILL.mdSave it as
.claude/skills/perf-architect/SKILL.md (or your agent's skills folder).- name
- perf-architect
- description
- Design-level performance review for seq-db — proposes data-structure, algorithmic, memory-layout, and architectural alternatives for a hot path, each with reasoning and a validation plan. Delegates to the perf-architector subagent (top-down design lens) and relays ranked proposals. Use when you want design-level performance ideas or to rethink an approach (e.g. "rethink the search path", "is the postings representation right?"). This proposes; it does not implement.
perf-architect
A deliberate, top-down design review. Use it when the question is "is there a fundamentally better design for this hot path?" — a better data structure, algorithm, layout, or execution strategy for the workload.
Delegate the heavy reading (subsystem + architecture docs + profiles) to the
perf-architector subagent so it stays out of this context; you scope and relay.
Steps
- Scope the target from the user's request: a subsystem, a query/scenario type, or a path (e.g. "the regular-search read path"). If they didn't name one, ask — design review needs a concrete target.
- Point at evidence if it exists. If there are recent runs under
.perf-loop/(profiles, baseline numbers), pass those paths so the subagent can see where cost concentrates. If not, it proceeds from code + architecture docs + the documented workload/data characteristics — that's fine. - Spawn the
perf-architectorsubagent (Agent tool,subagent_type: "perf-architector") with the target, the workload being optimized for, and any evidence paths. One agent; fan out only for genuinely independent subsystems. - Relay the ranked design proposals — current-design summary, then each proposal with its why/impact/risk/validation. Keep your own commentary minimal.
- Do not implement. These are hypotheses. After presenting, offer to prototype a chosen one — that goes through the normal edit → build → benchmark flow (and can reuse the perf-loop observability stack to measure), NOT the autonomous micro-loop, since architectural changes need a real prototype and wider validation.
Notes
- If the subagent concludes the current design is already appropriate, report that as the result; a "no rewrite needed" answer is valid and valuable.
© ozontech, Apache-2.0. 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 .claude/skills/perf-architect of ozontech/seq-db.
Open the folder on GitHubat commit 70af159
Compare with similar skills
Perf Architect 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 |
|---|---|---|---|---|---|---|
| Perf Architect this skillozontech/seq-db | 133 | — | ~581 | Automated safety check: Pass | Apache-2.0 | |
| Paw Pa Pricingpawbytes/skill-suites | 110 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Cross Critiquewarpdotdev/common-skills | 608 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Email Composerthatrebeccarae/claude-marketing | 162 | — | ~992 | Automated safety check: Pass | MIT | |
| Education Cloud Student Recruitment Agent Configureforcedotcom/sf-skills | 1.1k | — | ~5.4k | Automated safety check: Pass | Apache-2.0 | |
| Cc Sdd New Agentgotalab/cc-sdd | 3.7k | — | ~1.1k | Automated safety check: Pass | MIT |
Similar skills
Cross Critique
warpdotdev/common-skills
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Email Composer
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Draft professional emails for business and marketing contexts — outreach, client communication, proposals, follow-ups, and internal updates.
Education Cloud Student Recruitment Agent Configure
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Add or extend coding-agent support in cc-sdd by executing the SOP in docs/cc-sdd/sop-new-agent.md end-to-end.
Mmr Loop Skill
9600dev/mmr
Autonomous trading loop for the MMR platform. An agent skill from 9600dev/mmr.
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Perf Loop
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Autonomous performance-optimization loop for seq-db driven by seqbazooka.
Code Navigation
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How to navigate and explore Go code in this repo. An agent skill from ozontech/seq-db.
Code Review
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Review the current code changes (branch diff vs main, a commit range, or a PR) for seq-db.
Perf Analyze
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Related
Questions about Perf Architect
What does Perf Architect do?
Design-level performance review for seq-db — proposes data-structure, algorithmic, memory-layout, and architectural alternatives for a hot path, each with reasoning and a validation plan. Perf Architect is an agent skill from ozontech/seq-db. Design-level performance review for seq-db — proposes data-structure, algorithmic, memory-layout, and architectural alternatives for a hot path, each with reasoning and a validation plan.
When should I use Perf Architect?
Perf Architect fits situations like: you want design-level performance ideas; rethink an approach (e.g.
How do I install Perf Architect in Claude Code?
Run `npx skills add ozontech/seq-db --skill perf-architect -a claude-code`. Or copy the skill folder (.claude/skills/perf-architect in ozontech/seq-db) into .claude/skills/perf-architect in your project. Claude Code loads it when a task matches its description.
How do I install Perf Architect in Codex?
Run `npx skills add ozontech/seq-db --skill perf-architect -a codex`. Or copy the skill folder (.claude/skills/perf-architect in ozontech/seq-db) into .agents/skills/perf-architect in your project. Codex loads it when a task matches its description.
Can I use Perf Architect 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 ozontech/seq-db --skill perf-architect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/perf-architect, .gemini/skills/perf-architect, .github/skills/perf-architect and .opencode/skills/perf-architect in your project.
What does Perf Architect need to run?
SKILL.md names no scripts, command-line tools or credentials: Perf Architect is instructions for the agent only.
Does Perf Architect 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 Perf Architect 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 Perf Architect use?
Perf Architect is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Perf Architect use?
About 581 tokens (SKILL.md is roughly 2.3k 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 Perf Architect?
Skills that share tags, products or a category with Perf Architect: Paw Pa Pricing (pawbytes/skill-suites, 110 stars), Cross Critique (warpdotdev/common-skills, 608 stars), Email Composer (thatrebeccarae/claude-marketing, 162 stars) and Education Cloud Student Recruitment Agent Configure (forcedotcom/sf-skills, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Perf Architect?
ozontech (a GitHub organization) maintains it in ozontech/seq-db, which has 133 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 7, 2026.
Source: ozontech/seq-db on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.