Ax Agent Observability
dosco/aithy
This skill helps an LLM generate correct AxAgent observability code using @ax-llm/ax.
Implement low-cardinality metrics, traces, logs, and alerts for Canva Connect workflows.
Install Canva Observability
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill canva-observability -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace canva-observability --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/canva-observability .claude/skills/canva-observability && 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 "canva-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/canva-observability into .claude/skills/canva-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "canva-observability", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/canva-observabilityType 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 jeremylongshore/tons-of-skills-marketplace --skill canva-observability -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace canva-observability --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/canva-observability .agents/skills/canva-observability && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "canva-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/canva-observability into .agents/skills/canva-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "canva-observability", 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 jeremylongshore/tons-of-skills-marketplace --skill canva-observability -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace canva-observability --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/canva-observability .cursor/skills/canva-observability && 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 "canva-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/canva-observability into .cursor/skills/canva-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "canva-observability", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/canva-observability--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 jeremylongshore/tons-of-skills-marketplace --skill canva-observability -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace canva-observability --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/canva-observability .gemini/skills/canva-observability && 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 "canva-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/canva-observability into .gemini/skills/canva-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "canva-observability", 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 jeremylongshore/tons-of-skills-marketplace canva-observabilityInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill canva-observability -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/canva-observability .github/skills/canva-observability && 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 "canva-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/canva-observability into .github/skills/canva-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "canva-observability", 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 jeremylongshore/tons-of-skills-marketplace --skill canva-observability -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace canva-observability --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/canva-observability .opencode/skills/canva-observability && 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 "canva-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/canva-observability into .opencode/skills/canva-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "canva-observability", 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
canva-observability- GitHub stars
- 2.8k
- Token cost
- ~1k tokens
- SKILL.md length
- 416 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Implement low-cardinality metrics, traces, logs, and alerts for Canva Connect workflows.
- Works in 7 steps: Define semantic signals → Control dimensions → Instrument the adapter → …
- Measuring API health
- SKILL.md covers Overview, Prerequisites, Instructions and Authentication, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Canva Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement low-cardinality metrics, traces, logs, and alerts for Canva Connect workflows. Use when measuring API health, authorization failures, async-job reconciliation, queue pressure, or token rotation without exposing protected data. Trigger with: "monitor Canva", "Canva metrics", "Canva tracing".
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Requires an approved telemetry schema, retention policy, and SLO derived from the application rather than guessed provider guarantees.
It sits in DevOps & Cloud, covering Observability, Accounting and bookkeeping and Authorization and RBAC. It works with Canva. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Measuring API health
- Authorization failures
- Async-job reconciliation
- Token rotation without exposing protected data
Example prompts
- “monitor Canva”
- “Canva metrics”
- “Canva tracing”
- “/canva-observability”
Requirements
- Compatibility (from SKILL.md): Requires an approved telemetry schema, retention policy, and SLO derived from the application rather than guessed provider guarantees.
- Pre-approved tools (allowed-tools): Read, Grep, Write, Edit
Workflow steps
7 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepWriteEdit
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
Links to these hosts (documentation or services it may open):
canva.dev
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.
Compatibility
Requires an approved telemetry schema, retention policy, and SLO derived from the application rather than guessed provider guarantees.
From compatibility in the SKILL.md frontmatter.
Context cost
Canva Observability loads about 1k tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 80 tokens; SKILL.md has 416 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 jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 416 words, ~1,041 tokens.
Download SKILL.mdSave it as
.claude/skills/canva-observability/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- canva-observability
- description
- Implement low-cardinality metrics, traces, logs, and alerts for Canva Connect workflows. Use when measuring API health, authorization failures, async-job reconciliation, queue pressure, or token rotation without exposing protected data. Trigger with: "monitor Canva", "Canva metrics", "Canva tracing".
- allowed-tools
- Read, Grep, Write, Edit
- compatibility
- Requires an approved telemetry schema, retention policy, and SLO derived from the application rather than guessed provider guarantees.
- version
- 2.0.0
- argument-hint
- [service-name-and-slo]
- model
- inherit
- effort
- high
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, canva, observability, operations
Canva Privacy-Safe Observability
Overview
Observe logical operations and provider requests separately. Keep metrics aggregate and logs content-free; do not assume undocumented rate-limit headers or fixed Canva latency thresholds.
Prerequisites
- Service and operation inventory plus local SLOs
- Telemetry allowlist/denylist, retention, and access controls
- Pinned endpoint/error/job contracts and incident routing
Instructions
Step 1: Define semantic signals
Name logical operation count, provider request count, status/provider-code class, latency distribution, job age/terminal state, queue depth, refresh result, and reconciliation outcome.
Step 2: Control dimensions
Allow method, normalized endpoint, environment, operation type, and coarse result. Exclude user, tenant, design, asset, token, URL, job, email, and raw error dimensions.
Step 3: Instrument the adapter
Use Write or Edit to create spans around authorized provider requests while keeping token refresh, job reconciliation, and business operations as distinct spans.
Step 4: Measure local rate budget
Track configured admission/concurrency and observed HTTP 429 by endpoint/user class. Record response retry instructions only when actually present; do not invent headroom gauges.
Step 5: Instrument async jobs
Measure age and terminal state from the persisted ledger, not from repeated submissions. Alert on reconciliation backlog and duplicate-attempt prevention.
Step 6: Set evidence-based alerts
Derive thresholds from application SLOs and measured baselines, require sustained windows, link runbooks, and avoid automatic scope, retry, or mutation changes.
Step 7: Validate redaction
Use Read and Grep against tests and sample telemetry to prove credentials, bodies, URLs, profiles, and resource identifiers cannot be emitted.
Show full SKILL.md (181 more words)Show less
Authentication
Canva Connect calls use Bearer access tokens obtained by a backend through OAuth 2.0 Authorization Code with SHA-256 PKCE. Request explicit least-privilege scopes, keep client secrets and tokens out of browser-visible state, and serialize refresh so the replacement single-use refresh token is stored atomically.
Tool Discipline
Use Read and Grep for discovery and evidence. Use Write or Edit only for the approved artifact, code, configuration, test, or receipt described by this workflow; do not make an unapproved Canva-side change.
Output
- Scoped decision or implementation artifact
- Redacted operation and validation receipt
- Failure, rollback, and follow-up ownership record
Examples
A dashboard shows export logical operations, provider submissions, in-progress age, terminal failures, and reconciliation backlog by environment and endpoint pattern—with no user or design labels.
Error Handling
| Failure | Response |
|---|---|
| Metric cardinality grows unexpectedly | Disable the new dimension and inspect label sources |
| Token or URL reaches telemetry | Contain, revoke if needed, and remediate before restoring |
| 429 signal lacks endpoint context | Fix normalized operation attribution |
| Alert threshold has no SLO basis | Keep it advisory until calibrated |
Resources
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/.curated/canva-observability of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Canva Observability 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 |
|---|---|---|---|---|---|---|
| Canva Observability this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1k | Automated safety check: Pass | MIT | |
| Ax Agent Observabilitydosco/aithy | 107 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| Operate Kubernetes Toolchaincyberful/cyberful | 135 | — | ~898 | Automated safety check: Pass | AGPL-3.0 | |
| Debugging Cockroachdb Operator Migrationscockroachdb/helm-charts | 105 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| Workflow OrchestrationAnastasiyaW/codex-claude-code-config | 154 | — | ~3.8k | Automated safety check: Pass | MIT | |
| Exchange ConnectivityJoelLewis/finance_skills | 206 | — | ~8.9k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Canva Observability
What does Canva Observability do?
Implement low-cardinality metrics, traces, logs, and alerts for Canva Connect workflows. Canva Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement low-cardinality metrics, traces, logs, and alerts for Canva Connect workflows.
When should I use Canva Observability?
Canva Observability fits situations like: measuring API health; authorization failures; async-job reconciliation; token rotation without exposing protected data.
How do I install Canva Observability in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill canva-observability -a claude-code`. Or copy the skill folder (skills/.curated/canva-observability in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/canva-observability in your project. Claude Code loads it when a task matches its description.
How do I install Canva Observability in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill canva-observability -a codex`. Or copy the skill folder (skills/.curated/canva-observability in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/canva-observability in your project. Codex loads it when a task matches its description.
Can I use Canva Observability 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 jeremylongshore/tons-of-skills-marketplace --skill canva-observability -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/canva-observability, .gemini/skills/canva-observability, .github/skills/canva-observability and .opencode/skills/canva-observability in your project.
What does Canva Observability need to run?
SKILL.md names no scripts, command-line tools or credentials: Canva Observability is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Write, Edit. Compatibility (from SKILL.md): Requires an approved telemetry schema, retention policy, and SLO derived from the application rather than guessed provider guarantees..
Does Canva Observability access the network?
SKILL.md names 1 domain. As links in the text: canva.dev. This is read from the text; nothing was executed.
Is Canva Observability 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 Canva Observability use?
Canva Observability is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Canva Observability use?
About 1k tokens (SKILL.md is roughly 4.2k 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 133 tokens, read only when the agent opens those files.
What are the alternatives to Canva Observability?
Skills that share tags, products or a category with Canva Observability: Ax Agent Observability (dosco/aithy, 107 stars), Operate Kubernetes Toolchain (cyberful/cyberful, 135 stars), Debugging Cockroachdb Operator Migrations (cockroachdb/helm-charts, 105 stars) and Workflow Orchestration (AnastasiyaW/codex-claude-code-config, 154 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Canva Observability?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.