Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Audit any Lattice SKILL.md for language compliance — removes rationale prose, converts soft language to imperatives, adds STOP: gates on hard rules, and cuts redundant repetition.
$ npx skills add techygarg/lattice --skill skill-tighten -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install techygarg/lattice skill-tighten --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/techygarg/lattice.git skills-src && mkdir -p .claude/skills && cp -r skills-src/dev-skills/skill-tighten .claude/skills/skill-tighten && 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 "skill-tighten" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-tighten into .claude/skills/skill-tighten/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-tighten", 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/techygarg/lattice/tree/main/dev-skills/skill-tightenType 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 techygarg/lattice --skill skill-tighten -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install techygarg/lattice skill-tighten --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .agents/skills && cp -r skills-src/dev-skills/skill-tighten .agents/skills/skill-tighten && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skill-tighten" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-tighten into .agents/skills/skill-tighten/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-tighten", 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 techygarg/lattice --skill skill-tighten -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install techygarg/lattice skill-tighten --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/dev-skills/skill-tighten .cursor/skills/skill-tighten && 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 "skill-tighten" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-tighten into .cursor/skills/skill-tighten/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-tighten", 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/techygarg/lattice.git --path dev-skills/skill-tighten--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 techygarg/lattice --skill skill-tighten -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install techygarg/lattice skill-tighten --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/dev-skills/skill-tighten .gemini/skills/skill-tighten && 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 "skill-tighten" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-tighten into .gemini/skills/skill-tighten/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-tighten", 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 techygarg/lattice skill-tightenInstalls 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 techygarg/lattice --skill skill-tighten -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .github/skills && cp -r skills-src/dev-skills/skill-tighten .github/skills/skill-tighten && 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 "skill-tighten" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-tighten into .github/skills/skill-tighten/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-tighten", 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 techygarg/lattice --skill skill-tighten -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install techygarg/lattice skill-tighten --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techygarg/lattice.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/dev-skills/skill-tighten .opencode/skills/skill-tighten && 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 "skill-tighten" agent skill from https://github.com/techygarg/lattice/tree/main/dev-skills/skill-tighten into .opencode/skills/skill-tighten/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-tighten", 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.
skill-tightenAudit any Lattice SKILL.md for language compliance — removes rationale prose, converts soft language to imperatives, adds STOP: gates on hard rules, and cuts redundant repetition.
Skill Tighten is an agent skill from techygarg/lattice. Audit any Lattice SKILL.md for language compliance — removes rationale prose, converts soft language to imperatives, adds STOP: gates on hard rules, and cuts redundant repetition. Complements skill-review (which finds behavioral gaps) by fixing phrasing that causes agents to skip or underweight instructions at runtime. Use after writing or significantly changing any skill, or when the user says 'tighten this skill', 'clean up the language', 'make this more effective', 'reduce the bloat', 'tighten the language'…
Its SKILL.md is about 1.6k 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 Development. The repository describes itself as: Install engineering discipline into any AI coding assistant. Composable skills for design, implementation, review, and team standards. Better process, not just better prompts. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4d6c35f. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Skill Tighten loads about 1.6k tokens when it runs. Until then it costs about 148 tokens; SKILL.md has 772 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.
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.
The full file from techygarg/lattice at commit 4d6c35f, republished under its MIT licence (© techygarg). 772 words, ~1,648 tokens.
.claude/skills/skill-tighten/SKILL.md (or your agent's skills folder).Core responsibility: Fix language that causes agents to skip or underweight instructions. Not behavioral gaps — that is skill-review's job. Only phrasing: rationale prose, soft language, missing enforcement signals, redundant repetition.
Input: One or more of:
source/atoms/clean-code/SKILL.mdclean-code (resolves to the correct path automatically)atoms (tightens all skills in that tier)Output: Edited files + a report per skill:
## skill-tighten — {skill-name}
Lines: {before} → {after}
Changes:
1. {what changed} — {one-line reason}
2. ...
Result: TIGHTENED ({N} changes) | CLEAN (no changes needed)How to verify this skill did its job:
Read the full SKILL.md. Also read all sibling files: references/defaults.md, references/methodology-detail.md, assets/template.md, or any file referenced by a Read instruction in the skill body.
Do not edit yet — complete the full audit first.
For each item, scan the entire file. Mark every instance found — do not stop at the first.
Sections that explain why the skill exists, describe the problem, or narrate context without issuing a single command. Cut the entire section. Preserve the pointer to a referenced file if one exists.
Patterns that always qualify:
Pass: Section contains at least one imperative instruction (do, read, write, verify, check, apply, stop, flag). Fail: Section contains only declarative statements, rationale, or scope commentary.
Words and phrases that agents treat as optional:
| Pattern | Replace with |
|---|---|
consider X | X (imperative) or remove |
think about X | remove |
you may want to X | remove |
it is recommended to X | X |
should (as soft suggestion) | must or remove |
try to X | X |
where possible, X | X or remove |
Pass: Instruction is an imperative verb with no hedging qualifier. Fail: Instruction contains any of the patterns above.
Hard rules that must not be skipped — gates on advancing to next steps, checklist preambles, non-negotiable constraints — stated as bold prose without a **STOP:** prefix.
Pass: Hard gate reads **STOP:** as the first token of its line or sentence.
Fail: Hard gate is phrased as "Do NOT...", "Never...", "Always verify...", "Must not..." without the STOP: prefix.
Add **STOP:** prefix. Do not rewrite the instruction itself.
The same point stated twice in different words. Keep the sharper version; cut the other.
Patterns:
Pass: Each statement appears once in its sharpest form. Fail: Two sentences convey the same instruction or the same constraint.
Columns whose content explains why a trigger exists, rather than being the trigger.
Common offenders: columns titled "Why", "Reason", "Rationale", "Because", "Notes" in a table whose other columns already encode the actionable information.
Pass: Every column in the table is actionable — the agent does something with it. Fail: A column contains only explanatory prose the agent reads but cannot act on.
Drop the column. Do not drop the row.
Sentences appended to a clear instruction that explain why the instruction exists. The instruction is already sufficient — the explanation adds tokens without adding compliance.
Patterns:
Pass: Instruction ends at the action. No trailing explanation. Fail: Instruction is followed by a sentence that begins with "This", "Without", "Because", or restates the consequence of not following the instruction.
Apply all findings. Edits in order of checklist item (T1 first, T6 last) — structural cuts before phrasing fixes.
Rules:
**STOP:** as a prefix — do not rewrite the surrounding instructionAfter all edits:
## skill-tighten — {skill-name}
Lines: {before} → {after} ({delta})
Files changed: SKILL.md [, defaults.md, ...]
Changes:
1. [T1] Cut "{section name}" — no commands, pure rationale
2. [T3] Added STOP: to "{rule}" — was bold prose, now enforced gate
3. [T5] Dropped "Reason" column from {table name} — rationale, not instruction
...
Result: TIGHTENED ({N} changes)If no changes needed:
Result: CLEAN — no language compliance issues found© techygarg, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in dev-skills/skill-tighten of techygarg/lattice.
Open the folder on GitHubat commit 4d6c35f
Skill Tighten 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 |
|---|---|---|---|---|---|---|
| Skill Tighten this skilltechygarg/lattice | 199 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Vercel Composition Patternssupabase/supabase | 111k | 58 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 297k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT |
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
rolling-scopes/rsschool-app
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
techygarg/lattice
Architectural thinking partner for an existing repository — scans the codebase, conducts a structured interview, agrees on current architectural state and recommended direction, and produces a…
techygarg/lattice
Guided setup and upgrade-check experience for Lattice projects -- scans the repository, detects existing configuration and outdated conventions, suggests refiners and available upgrades in priority…
techygarg/lattice
Audit and fix all Lattice documentation, README, docs/, PROJECT.md, GitHub issue templates, and CLAUDE.md to ensure they are fully aligned with the current skill inventory.
techygarg/lattice
Validate any Lattice SKILL.md against all tier conventions — atoms, molecules, and refiners.
techygarg/lattice
Facilitate a structured conversation to define architecture principles for a repository.
techygarg/lattice
Facilitate a structured conversation to define clean code principles for a repository.
Categories
Audit any Lattice SKILL.md for language compliance — removes rationale prose, converts soft language to imperatives, adds STOP: gates on hard rules, and cuts redundant repetition. Skill Tighten is an agent skill from techygarg/lattice.md for language compliance — removes rationale prose, converts soft language to imperatives, adds STOP: gates on hard rules, and cuts redundant repetition.
Skill Tighten fits situations like: says tighten this skill; clean up the language; make this more effective; reduce the bloat.
Run `npx skills add techygarg/lattice --skill skill-tighten -a claude-code`. Or copy the skill folder (dev-skills/skill-tighten in techygarg/lattice) into .claude/skills/skill-tighten in your project. Claude Code loads it when a task matches its description.
Run `npx skills add techygarg/lattice --skill skill-tighten -a codex`. Or copy the skill folder (dev-skills/skill-tighten in techygarg/lattice) into .agents/skills/skill-tighten in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add techygarg/lattice --skill skill-tighten -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-tighten, .gemini/skills/skill-tighten, .github/skills/skill-tighten and .opencode/skills/skill-tighten in your project.
SKILL.md names no scripts, command-line tools or credentials: Skill Tighten is instructions for the agent only.
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.
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.
Skill Tighten is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Skill Tighten: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
techygarg (a GitHub user) maintains it in techygarg/lattice, which has 199 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on October 6, 2026.
Source: techygarg/lattice on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.