Code Design Rationale Investigator
cursor/plugins
Digs into why code is shaped the way it is by checking git history, pull requests and connected tools in parallel, then reporting a cited read on the tradeoffs.
Phase 1 of the loop pipeline for lago-front. An agent skill from getlago/lago-front.
$ npx skills add getlago/lago-front --skill loop-spec -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install getlago/lago-front loop-spec --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/getlago/lago-front.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/loop-spec .claude/skills/loop-spec && 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 "loop-spec" agent skill from https://github.com/getlago/lago-front/tree/main/.agents/skills/loop-spec into .claude/skills/loop-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-spec", 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/getlago/lago-front/tree/main/.agents/skills/loop-specType 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 getlago/lago-front --skill loop-spec -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install getlago/lago-front loop-spec --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/getlago/lago-front.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/loop-spec .agents/skills/loop-spec && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "loop-spec" agent skill from https://github.com/getlago/lago-front/tree/main/.agents/skills/loop-spec into .agents/skills/loop-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-spec", 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 getlago/lago-front --skill loop-spec -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install getlago/lago-front loop-spec --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/getlago/lago-front.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/loop-spec .cursor/skills/loop-spec && 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 "loop-spec" agent skill from https://github.com/getlago/lago-front/tree/main/.agents/skills/loop-spec into .cursor/skills/loop-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-spec", 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/getlago/lago-front.git --path .agents/skills/loop-spec--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 getlago/lago-front --skill loop-spec -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install getlago/lago-front loop-spec --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/getlago/lago-front.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/loop-spec .gemini/skills/loop-spec && 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 "loop-spec" agent skill from https://github.com/getlago/lago-front/tree/main/.agents/skills/loop-spec into .gemini/skills/loop-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-spec", 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 getlago/lago-front loop-specInstalls 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 getlago/lago-front --skill loop-spec -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/getlago/lago-front.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/loop-spec .github/skills/loop-spec && 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 "loop-spec" agent skill from https://github.com/getlago/lago-front/tree/main/.agents/skills/loop-spec into .github/skills/loop-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-spec", 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 getlago/lago-front --skill loop-spec -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install getlago/lago-front loop-spec --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/getlago/lago-front.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/loop-spec .opencode/skills/loop-spec && 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 "loop-spec" agent skill from https://github.com/getlago/lago-front/tree/main/.agents/skills/loop-spec into .opencode/skills/loop-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loop-spec", 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.
loop-specPhase 1 of the loop pipeline for lago-front. An agent skill from getlago/lago-front.
Loop Spec is an agent skill from getlago/lago-front. Phase 1 of the loop pipeline for lago-front. Takes a Linear ticket URL (required) and optionally Notion spec page URLs, reads all sources, verifies every premise the ticket states against the running code, and writes an operational spec to the run state dir. Use when user says "/loop-spec <linear-url [notion-urls...]" or asks to spec a ticket for the loop pipeline.
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 works with Notion. The repository describes itself as: Open Source Metering and Usage Based Billing. The licence is AGPL-3.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit d4cb9fe. 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.
Shell commands in SKILL.md call:
pnpmFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use pnpm, which can reach the network depending on how they are called.
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.
Loop Spec loads about 1.6k tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 722 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 getlago/lago-front at commit d4cb9fe, republished under its AGPL-3.0 licence (© getlago). 722 words, ~1,627 tokens.
.claude/skills/loop-spec/SKILL.md (or your agent's skills folder).Input: a Linear ticket URL (REQUIRED — it provides the ISSUE-ID that keys the whole pipeline), plus optionally one or more Notion page URLs with product/technical specs. Both can be given together. If no Linear URL was provided, ask for it with AskUserQuestion and stop until given.
Repo: the lago-front checkout, front/ inside the lago monorepo. If the current session is not in the lago project, STOP — this pipeline is lago-front only.
State dir: $LOOP_STATE_DIR/<ISSUE-ID>/ (default ~/.claude/loop-state/<ISSUE-ID>/) — per-developer, outside the repo, never committed.
This phase is the only one that fetches. spec.md carries everything the builder and the reviewers need from Linear, Notion and Figma, verbatim where it matters; no later phase re-reads a source.
Extract the issue ID from the URL (pattern [A-Z]+-\d+, uppercase — any Linear team prefix). All state for this run lives in the state dir — create the directory.
Fetch all sources:
get_issue tool — the WHOLE ticket: title, description, acceptance criteria, current state, labels, relations, attachments and linked designs. Then the full comment thread via list_comments: comments carry decisions, scope changes and repro details that never made it back into the description — on conflict, a later comment overrides the description; note it in spec.md.get_screenshot on the node, get_metadata for its sub-frames) and derive acceptance criteria from it: the literal copy of every label and empty state, the container shape, one criterion per state the mockup draws for the same control.notion-fetch tool, plus any Notion page linked inside the ticket that clearly holds the product/tech spec.Explore the codebase. Locate every file the ticket touches (components, hooks, GraphQL documents, translations, tests). Follow existing patterns — read neighboring code, don't invent structure. If GraphQL operations change, note that pnpm codegen is required. Then apply the checks below; they are capped by scripts/skill-budget.sh.
<!-- checks:start -->
## Premises as verified: <path:line>. Nothing confirms it → premise: unverified — <what the code shows instead>. A criterion resting on an unverified premise is flagged in ## Acceptance criteria. The most expensive diff this pipeline has shipped solved around a constraint that was false against the running code.TimezoneEnum.TzUtc, so a date-only field is written AND displayed in UTC.<!-- checks:end -->
Write spec.md in the state dir, with exactly these sections:
# <ISSUE-ID>: <ticket title>
## Sources
- Linear: <linear URL>
- Notion: <each notion URL, or "none">
## Ticket
<the ticket verbatim: title, description, acceptance criteria as written, and every comment that changed scope or carries a decision — quoted, with author role and date. Reviewers read this instead of Linear.>
## Summary
<2-4 sentences: what changes and why>
## Premises
<one line per claim the ticket makes about the code: `verified: <path:line>` or `premise: unverified — <what the code shows>`>
## Acceptance criteria
<numbered list, testable statements, taken/derived from the ticket; a criterion resting on an unverified premise says so>
## Files to touch
<bullet list of exact paths relative to front/, one line each with what changes there; a new file names the existing-mechanism search that came back empty>
## Non-goals
<what is explicitly out of scope>
## Verification
- `pnpm lint`
- `pnpm types`
- `pnpm translations:inspect`
- `pnpm translations:ensure-consistency`
<optional: scoped jest paths ONLY for the touched domain, e.g. `pnpm test src/components/foo`>
<optional: `pnpm codegen` + clean-diff check if GraphQL changed>Report the spec path, a 3-line summary, and every unverified premise to the operator.
© getlago, AGPL-3.0. 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 .agents/skills/loop-spec of getlago/lago-front.
Open the folder on GitHubat commit d4cb9fe
Loop Spec 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 |
|---|---|---|---|---|---|---|
| Loop Spec this skillgetlago/lago-front | 163 | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 | |
| Code Design Rationale Investigatorcursor/plugins | 10k | 9 repos | ~2.6k | Automated safety check: Pass | None | |
| Xiaohei Chinese Article Illustrationshelloianneo/ian-xiaohei-illustrations | 12k | 3 repos | ~470 | Automated safety check: Warn | MIT | |
| ComposioComposioHQ/composio | 30k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Debug SkillTypeCellOS/BlockNote | 10k | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Marketing PlanNexus-JPF/note-companion | 870 | 5 repos | ~5.2k | Automated safety check: Pass | MIT |
cursor/plugins
Digs into why code is shaped the way it is by checking git history, pull requests and connected tools in parallel, then reporting a cited read on the tradeoffs.
helloianneo/ian-xiaohei-illustrations
Plans and generates 16:9 hand-drawn illustrations for Chinese articles on a white background, with a recurring black character and a few red, orange and blue handwritten notes.
ComposioHQ/composio
Route and complete Composio work across Composio For You and Composio Platform.
TypeCellOS/BlockNote
Instructions for navigating and debugging BlockNote in a browser.
Nexus-JPF/note-companion
When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product.
TypeCellOS/BlockNote
Conventions and verification workflow for writing and restructuring the documentation site (docs/content).
getlago/lago-front
A skill your agent uses when asked to babysit, monitor, shepherd, or keep working on a GitHub pull request until it is green, review-ready, approved, mergeable, or ready to merge.
getlago/lago-front
Triage a CVE / Dependabot alert in a JS/TS project and recommend the least-invasive fix.
getlago/lago-front
Extract a Formik form section into a TanStack Form drawer with Zod validation, following the plan form migration pattern.
getlago/lago-front
Phase 2 of the loop pipeline for lago-front. An agent skill from getlago/lago-front.
getlago/lago-front
Cleanup phase of the loop pipeline for lago-front, for the worktree layout only.
getlago/lago-front
You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production…
Works with
Phase 1 of the loop pipeline for lago-front. An agent skill from getlago/lago-front. Loop Spec is an agent skill from getlago/lago-front. Phase 1 of the loop pipeline for lago-front.
Loop Spec fits situations like: user says /loop-spec <linear-url [notion-urls...]; asks to spec a ticket for the loop pipeline.
Run `npx skills add getlago/lago-front --skill loop-spec -a claude-code`. Or copy the skill folder (.agents/skills/loop-spec in getlago/lago-front) into .claude/skills/loop-spec in your project. Claude Code loads it when a task matches its description.
Run `npx skills add getlago/lago-front --skill loop-spec -a codex`. Or copy the skill folder (.agents/skills/loop-spec in getlago/lago-front) into .agents/skills/loop-spec 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 getlago/lago-front --skill loop-spec -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/loop-spec, .gemini/skills/loop-spec, .github/skills/loop-spec and .opencode/skills/loop-spec in your project.
Going by SKILL.md and its folder, Loop Spec needs the command-line tools its instructions call (pnpm).
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.
Loop Spec is published under the AGPL-3.0 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 6.5k 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 Loop Spec: Code Design Rationale Investigator (cursor/plugins, 10k stars), Xiaohei Chinese Article Illustrations (helloianneo/ian-xiaohei-illustrations, 12k stars), Composio (ComposioHQ/composio, 30k stars) and Debug Skill (TypeCellOS/BlockNote, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
getlago (a GitHub organization) maintains it in getlago/lago-front, which has 163 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 8, 2026.
Source: getlago/lago-front on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.