Agent Readiness Audit
docker/docs
Audit a documentation site for agent-friendliness: discovery, markdown delivery, crawlability, semantic structure, machine-readable surfaces, and content legibility.
Integrating Autumn into an app's backend — creating customers, billing flows (attach, checkout, upgrade, cancel), gating features with check, recording usage with track, and exposing billing data to…
$ npx skills add usenotra/notra --skill autumn-integrate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install usenotra/notra autumn-integrate --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/usenotra/notra.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/autumn-integrate .claude/skills/autumn-integrate && 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 "autumn-integrate" agent skill from https://github.com/usenotra/notra/tree/main/.agents/skills/autumn-integrate into .claude/skills/autumn-integrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autumn-integrate", 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/usenotra/notra/tree/main/.agents/skills/autumn-integrateType 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 usenotra/notra --skill autumn-integrate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install usenotra/notra autumn-integrate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/usenotra/notra.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/autumn-integrate .agents/skills/autumn-integrate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "autumn-integrate" agent skill from https://github.com/usenotra/notra/tree/main/.agents/skills/autumn-integrate into .agents/skills/autumn-integrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autumn-integrate", 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 usenotra/notra --skill autumn-integrate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install usenotra/notra autumn-integrate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/usenotra/notra.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/autumn-integrate .cursor/skills/autumn-integrate && 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 "autumn-integrate" agent skill from https://github.com/usenotra/notra/tree/main/.agents/skills/autumn-integrate into .cursor/skills/autumn-integrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autumn-integrate", 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/usenotra/notra.git --path .agents/skills/autumn-integrate--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 usenotra/notra --skill autumn-integrate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install usenotra/notra autumn-integrate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/usenotra/notra.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/autumn-integrate .gemini/skills/autumn-integrate && 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 "autumn-integrate" agent skill from https://github.com/usenotra/notra/tree/main/.agents/skills/autumn-integrate into .gemini/skills/autumn-integrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autumn-integrate", 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 usenotra/notra autumn-integrateInstalls 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 usenotra/notra --skill autumn-integrate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/usenotra/notra.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/autumn-integrate .github/skills/autumn-integrate && 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 "autumn-integrate" agent skill from https://github.com/usenotra/notra/tree/main/.agents/skills/autumn-integrate into .github/skills/autumn-integrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autumn-integrate", 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 usenotra/notra --skill autumn-integrate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install usenotra/notra autumn-integrate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/usenotra/notra.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/autumn-integrate .opencode/skills/autumn-integrate && 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 "autumn-integrate" agent skill from https://github.com/usenotra/notra/tree/main/.agents/skills/autumn-integrate into .opencode/skills/autumn-integrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autumn-integrate", 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.
autumn-integrateIntegrating Autumn into an app's backend — creating customers, billing flows (attach, checkout, upgrade, cancel), gating features with check, recording usage with track, and exposing billing data to…
Autumn Integrate is an agent skill from usenotra/notra. Integrating Autumn into an app's backend — creating customers, billing flows (attach, checkout, upgrade, cancel), gating features with check, recording usage with track, and exposing billing data to the frontend. Use when the user asks to integrate Autumn, add billing/payments to their app, gate features, meter usage, or build checkout/upgrade flows. Requires a pushed catalog; use autumn-catalog first if plans don't exist yet.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 18 other files, including reference files (for example `references/auto-top-ups.md`, `references/billing-controls.md` and `references/check.md`).
It sits in Frontend & Design. The repository describes itself as: Notra is a modern GEO tool that asks ChatGPT, Claude and Gemini the questions your buyers ask. See if you show up, who shows up instead and how to fix it. The licence is AGPL-3.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 74c26b0. 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 these keys or tokens, usually read from environment variables:
AUTUMN_SECRET_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Autumn Integrate loads about 2.5k tokens when it runs, and up to ~38k if it reads all its reference files. Until then it costs about 112 tokens; SKILL.md has 1,299 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 usenotra/notra at commit 74c26b0, republished under its AGPL-3.0 licence (© usenotra). 1,299 words, ~2,503 tokens.
.claude/skills/autumn-integrate/SKILL.md (or your agent's skills folder). This skill also uses 17 other files; get the full folder from GitHub.Before using this skill, first load the autumn-concepts skill — it defines the objects these calls operate on — customers, plans, balances, entities.
AUTUMN_SECRET_KEY — never in the browser. The frontend gets billing data only through the app's own endpoints.autumnHandler mounts, React hooks (useCustomer, useEntity, AutumnProvider), shadcn components. If an app already uses them, don't rip them out unasked — but build new work backend-only.customers.getOrCreate with the app's own stable id (user or org id from auth — whoever pays — never an email). Never assume the customer exists.Work these in order; each step names what to settle and where the details live. Read the referenced doc before implementing the step — the snippets and parameters are there, not here.
1 — Discover the app. Framework, server entry points, where auth lives, which existing routes handle the actions being billed. Settle the customer id: the app's stable user or org id — whoever pays. If the product bills per workspace/project/seat, those are entities under one customer, not separate customers.
2 — Settle the level. Before writing any flow, ask the user how their plans and features actually work: what does a plan get bought for — the whole account, or each workspace/deployment/seat under it? And where does each feature's balance live — shared across the account, or per unit? The catalog hints (entity-scoped items, license plans) but doesn't decide — a plan can attach per deployment while credit packs stay account-wide. The answers flow through everything: billing.attach takes entityId for entity-level plans, check/track take entityId for entity-scoped balances, billing controls set at the matching level. Mixing levels silently misbills — an account-wide check against a per-seat balance always passes. For entities, entity-scoped balances, when to use which level, read references/feature-entities.md. For plans that attach per entity, read references/entity-plans.md.
3 — Install and connect. autumn-js (or the platform's SDK) + AUTUMN_SECRET_KEY in server env. One shared client in server code. For install, client setup, the end-to-end happy path, read references/setup.md.
4 — Customer creation. customers.getOrCreate where the app knows who the user is — signup/login hook, or lazily in billing handlers. Pass name/email when available. A default (auto-enable) plan attaches on creation — no attach call for the free tier. If step 2 settled anything at entity level, mirror this for entities: when the app creates its unit (a workspace, a deployment, a seat), create the entity then — usually in the same handler, right before the entity-level attach or check that needs it. For getOrCreate parameters, Stripe linking, pre-creating, read references/creating-customers.md. For creating entities, entity parameters, read references/feature-entities.md.
5 — Purchase and plan changes. All through two calls, split by intent (pass entityId when the plan attaches at entity level — step 2):
billing.attach — getting on a plan, AND upgrades/downgrades within a plan group: attach the new plan; a higher (monthly-normalized) price applies immediately with proration, a lower one schedules for period end. planSchedule overrides. Default attach charges a saved card in place and returns checkout_url only when payment is actually needed — handle both outcomes. Force redirectMode: "always" only when the product wants hosted checkout unconditionally; custom flows preview first. For hosted vs custom checkout, redirectMode, previewAttach, read references/payment-flow.md. For upgrade/downgrade behavior, scheduled downgrades, carry-over on upgrade, read references/subscription-lifecycle.md.billing.update — changing the subscription you're on: prepaid quantities (seats), cancelAction (cancel_end_of_cycle / cancel_immediately / uncancel), customization. It never switches plans — that's attach's job. Preview twins exist for both calls — use them wherever the app shows a confirmation screen. For quantities, cancelAction, previewUpdate, prorationBehavior, read references/updating-subscriptions.md.billing.multiAttach (one checkout / one payment covering every plan) and billing.multiUpdate (one atomic call applying a cancelAction per plan). Two sequential attach/update calls mean two checkouts or a half-canceled customer, and concurrent ones trip the per-customer lock.required_action (3DS, payment method, failure) plus payment_url — handle the states, surface the URL. For 3DS, payment failures, required_action codes, read references/edge-cases.md.autumn-billing skill is the reference — it's written for operating billing directly, but its parameter and edge-case knowledge applies when implementing these calls in code.6 — Check and track. In the billed action's own handler: check before the work, track after it succeeds. Gate on allowed — don't re-derive access from balances. Pass requiredBalance when an action costs more than 1, and entityId when the balance lives on an entity (step 2) — check and track must agree on the level. For the check → act → track pattern, read references/gating.md. For check parameters, allowed semantics, credit systems, entity checks, read references/check.md. For track and setUsage, read references/tracking-usage.md.
7 — Billing controls. Per-customer policy on top of the plan: set via customers.update with billing_controls (spend_limits, usage_limits, usage_alerts, auto_topups, overage_allowed), or at purchase time by passing billing_controls on billing.attach. The flagship shape is a user-facing "overage billing on/off" toggle: off maps to a spend_limits entry with skip_overage_billing: true — overage still accrues but is never invoiced — plus an overage_limit (use limit_type: "usage_percentage", e.g. 20 = overage up to 20% of the plan allowance) so the user is blocked at the cap instead of running up unbilled usage forever; on means clearing or replacing the entry (skip_overage_billing: false). Whether overage needs enabling at all depends on the plan: items with a usage price already allow it (controls only modulate the billing); pure-grant items hard-stop at zero and need overage_allowed per customer — which permits the overage but doesn't bill it. Alerts ("email at 80%") are usage_alerts with threshold_type: "usage_percentage"; prepaid balances self-replenish via auto_topups. For all five controls, field shapes, customer vs entity level, plan defaults, read references/billing-controls.md. For spend limit semantics, skip_overage_billing, usage alerts, read references/spend-limits.md. For auto top-up setup and requirements, read references/auto-top-ups.md.
8 — Billing data for the frontend. The app exposes its own endpoints calling customers.get / plans.list server-side; the UI reads those. For customer payload, plans list with eligibility, portal, read references/display-billing.md.
9 — Verify. Call the app's routes as a fresh user; confirm in sandbox that the customer exists, checks gated, usage recorded, purchase reached checkout. customers.get is the oracle. Done means verified behavior — compiling is not done. Then undo what verifying created — release the license assignments, delete the entities, and reverse the usage your test recorded (a negative track or setUsage back), and nothing more. Never delete the customer or any state that existed before you started; pre-existing subscriptions and assignments are real. Verification also re-runs flows, so billing endpoints must tolerate repeats: joining a plan you're already on returns success, not a crash.
autumn-catalog change, not a workaround.Going to production: For live keys, production checklist, read references/deploy.md. For fail-open behavior during Autumn outages, read references/fail-open.md.
© usenotra, 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
SKILL.md and 17 other files (references) in .agents/skills/autumn-integrate of usenotra/notra.
Open the folder on GitHubat commit 74c26b0
Autumn Integrate 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 |
|---|---|---|---|---|---|---|
| Autumn Integrate this skillusenotra/notra | 256 | — | ~2.5k | Automated safety check: Pass | AGPL-3.0 | |
| Agent Readiness Auditdocker/docs | 4.7k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| SEO GoogleAgriciDaniel/codex-seo | 799 | 2 repos | ~3.4k | Automated safety check: Pass | MIT | |
| DesignOhh-889/skyroc | 795 | 9 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Website Taste Passtryproduck/produck-skills | 511 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Landing Page Generatorbuildfastwithai/gen-ai-experiments | 785 | — | ~1.5k | Automated safety check: Pass | MIT |
docker/docs
Audit a documentation site for agent-friendliness: discovery, markdown delivery, crawlability, semantic structure, machine-readable surfaces, and content legibility.
AgriciDaniel/codex-seo
Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3, and GA4 organic traffic.
Ohh-889/skyroc
Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (50 deliverables, CIP mockups), HTML presentations…
tryproduck/produck-skills
Runs a category-first visual audit of a website, then a decisive design pass that raises credibility and conversion clarity, verified with screenshots instead of subjective opinion.
buildfastwithai/gen-ai-experiments
Builds a single self-contained HTML landing page from a template with copy frameworks, four themes and SEO meta, then runs bundled audit scripts for conversion and speed.
thedaviddias/Front-End-Checklist
Checks that a site's favicon is linked, reachable and large enough for Google search results, and sets up ICO, SVG and Apple touch icon files when they are missing.
usenotra/notra
Quick-reference card for all ponytail modes, skills, and commands.
usenotra/notra
Guides and best practices for working with Lakebase Postgres, the database behind Neon.
usenotra/notra
Expert guidance for Satori, the library that converts JSX/HTML and CSS into SVG (the engine behind dynamic Open Graph images and social cards).
usenotra/notra
A skill your agent uses when the user is implementing, embedding, or debugging a WorkOS Widget — specifically the User Management, User Profile, Admin Portal SSO Connection, or Admin Portal Domain…
usenotra/notra
Modeling a user's pricing into an Autumn catalog — deciding the structure (plans, variants, add-ons, licenses, credit systems, pooled balances) before writing config, then filling in the numbers.
usenotra/notra
Repo file-organization convention for TypeScript projects. An agent skill from usenotra/notra.
Categories
Integrating Autumn into an app's backend — creating customers, billing flows (attach, checkout, upgrade, cancel), gating features with check, recording usage with track, and exposing billing data to…. Autumn Integrate is an agent skill from usenotra/notra. Integrating Autumn into an app's backend — creating customers, billing flows (attach, checkout, upgrade, cancel), gating features with check, recording usage with track, and exposing billing data to the frontend.
Autumn Integrate fits situations like: the user asks to integrate Autumn; add billing/payments to their app; build checkout/upgrade flows.
Run `npx skills add usenotra/notra --skill autumn-integrate -a claude-code`. Or copy the skill folder (.agents/skills/autumn-integrate in usenotra/notra) into .claude/skills/autumn-integrate in your project. Claude Code loads it when a task matches its description.
Run `npx skills add usenotra/notra --skill autumn-integrate -a codex`. Or copy the skill folder (.agents/skills/autumn-integrate in usenotra/notra) into .agents/skills/autumn-integrate 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 usenotra/notra --skill autumn-integrate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/autumn-integrate, .gemini/skills/autumn-integrate, .github/skills/autumn-integrate and .opencode/skills/autumn-integrate in your project.
Going by SKILL.md and its folder, Autumn Integrate needs credentials named AUTUMN_SECRET_KEY. Our summary lists: A credential in AUTUMN_SECRET_KEY.
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.
Autumn Integrate 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 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 36k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Autumn Integrate: Agent Readiness Audit (docker/docs, 4.7k stars), SEO Google (AgriciDaniel/codex-seo, 799 stars), Design (Ohh-889/skyroc, 795 stars) and Website Taste Pass (tryproduck/produck-skills, 511 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
usenotra (a GitHub organization) maintains it in usenotra/notra, which has 256 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 10, 2026.
Source: usenotra/notra on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.