Linear
letta-ai/lettabot
Manage Linear issues via GraphQL API. An agent skill from letta-ai/lettabot.
Instrument Linear API, SDK, webhook, queue, and reconciliation behavior with useful redacted signals.
Install Linear Observability
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill linear-observability -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace linear-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/linear-observability .claude/skills/linear-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 "linear-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/linear-observability into .claude/skills/linear-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linear-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/linear-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 linear-observability -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace linear-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/linear-observability .agents/skills/linear-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 "linear-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/linear-observability into .agents/skills/linear-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linear-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 linear-observability -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace linear-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/linear-observability .cursor/skills/linear-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 "linear-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/linear-observability into .cursor/skills/linear-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linear-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/linear-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 linear-observability -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace linear-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/linear-observability .gemini/skills/linear-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 "linear-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/linear-observability into .gemini/skills/linear-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linear-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 linear-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 linear-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/linear-observability .github/skills/linear-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 "linear-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/linear-observability into .github/skills/linear-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linear-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 linear-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 linear-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/linear-observability .opencode/skills/linear-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 "linear-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/linear-observability into .opencode/skills/linear-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "linear-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
linear-observability- GitHub stars
- 2.8k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 495 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Instrument Linear API, SDK, webhook, queue, and reconciliation behavior with useful redacted signals.
- Works in 6 steps: Define service objectives for API… → Emit operation names, status, normalized… → Track webhook delivery ID hashes, event… → …
- Defining service objectives
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
- Needs API_KEY and ACCESS_TOKEN
What it does
Linear Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Instrument Linear API, SDK, webhook, queue, and reconciliation behavior with useful redacted signals. Use when defining service objectives, dashboards, alerts, or audit evidence. Trigger with "monitor Linear integration", "add Linear API metrics", or "observe Linear webhooks".
Its SKILL.md is about 1.2k 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: Designed for Claude Code; live verification requires network access and an approved Linear workspace credential
It sits in Backend & APIs, covering Webhooks, Observability and Accounting and bookkeeping. It works with Linear and GraphQL. 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
- Defining service objectives
- With monitor Linear integration
- Add Linear API metrics
- Observe Linear webhooks
Example prompts
- “monitor Linear integration”
- “add Linear API metrics”
- “observe Linear webhooks”
- “/linear-observability”
Requirements
- A credential in API_KEY
- A credential in ACCESS_TOKEN
- Compatibility (from SKILL.md): Designed for Claude Code; live verification requires network access and an approved Linear workspace credential
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Define service objectives for API success, GraphQL application errors, webhook acknowledgement, queue lag, and reconciliation freshness.
- Emit operation names, status, normalized error code, latency, retry count, and rate/complexity budget—not raw queries or variables.
- Track webhook delivery ID hashes, event type, verification result, acknowledgement latency, dedupe outcome, and processing lag.
- Alert on sustained budget exhaustion, auth failures, signature failures, queue age, and reconciliation divergence.
- Keep audit-log ingestion separate, least-privileged, redacted, and aligned with the organization's retention policy.
- Test dashboards and alerts with synthetic failures and record owner, runbook, and quieting rules.
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:
ReadGlobGrepWebFetchWriteEdit
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):
linear.app
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
API_KEYACCESS_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code; live verification requires network access and an approved Linear workspace credential
From compatibility in the SKILL.md frontmatter.
Context cost
Linear Observability loads about 1.2k tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 495 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). 495 words, ~1,236 tokens.
Download SKILL.mdSave it as
.claude/skills/linear-observability/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- linear-observability
- description
- Instrument Linear API, SDK, webhook, queue, and reconciliation behavior with useful redacted signals. Use when defining service objectives, dashboards, alerts, or audit evidence. Trigger with "monitor Linear integration", "add Linear API metrics", or "observe Linear webhooks".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; live verification requires network access and an approved Linear workspace credential
- argument-hint
- [repository-path] [metrics|logs|traces|alerts]
- version
- 1.13.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, linear, observability
- model
- inherit
- effort
- high
Linear Integration Observability
Overview
Measure contract health and business freshness without placing tokens, GraphQL variables, issue content, or user identities in telemetry.
Prerequisites
- The target repository, Linear workspace, environment, and accountable owner
- Current security, privacy, compliance, capacity, and change-control requirements
- An approved Linear credential only when a bounded live verification is necessary
Tool Discipline
Use Read, Glob, and Grep to inspect code, configuration, and evidence. Use WebFetch only for current first-party Linear documentation and package metadata. Use Write or Edit only for requested implementation with known target files. Never write credentials, customer content, unrestricted environment output, or unredacted GraphQL variables.
Current Contract
- Linear returns request-limit, endpoint-limit, complexity, remaining-budget, and reset headers that can drive safe capacity telemetry.
- Webhook delivery headers include unique delivery ID, event type, signature, and timestamp; never log the signature as reusable evidence.
- Enterprise audit logs retain 90 days and can be queried or streamed, but are owner-only and contain sensitive actor/IP metadata.
Authentication
Use a personal API key only for owner-controlled scripts, OAuth with PKCE for user-delegated applications, or an enabled client-credentials grant for approved automation. Personal keys use Authorization: <API_KEY>; OAuth tokens use Authorization: Bearer <ACCESS_TOKEN>. Store credentials server-side in an approved secret manager.
Treat app approval, team access, scope changes, credential creation, rotation, revocation, and production access as owner-approved actions.
Instructions
- Define service objectives for API success, GraphQL application errors, webhook acknowledgement, queue lag, and reconciliation freshness.
- Emit operation names, status, normalized error code, latency, retry count, and rate/complexity budget—not raw queries or variables.
- Track webhook delivery ID hashes, event type, verification result, acknowledgement latency, dedupe outcome, and processing lag.
- Alert on sustained budget exhaustion, auth failures, signature failures, queue age, and reconciliation divergence.
- Keep audit-log ingestion separate, least-privileged, redacted, and aligned with the organization's retention policy.
- Test dashboards and alerts with synthetic failures and record owner, runbook, and quieting rules.
Show full SKILL.md (182 more words)Show less
Approval Boundaries
Do not create, reveal, rotate, or revoke credentials; authorize an OAuth app; change scopes or team access; create, mutate, archive, or delete workspace data; configure or re-enable webhooks; import or export data; change roles, SCIM, or audit streaming; transmit diagnostics; change paid entitlements; or perform another production mutation without explicit approval from the accountable owner. Keep diagnosis read-only unless implementation was requested.
Output
Return the workspace and team scope, auth mode without credential value, files and contracts inspected, exact operation names, evidence collected, validation result, sensitive fields redacted, remaining risk, accountable owner, approval state, and rollback or next action.
Error Handling
| Condition | Response |
|---|---|
| Sensitive telemetry | Drop and scrub the field before expanding observability. |
| Header absent | Mark the metric unknown; do not fabricate a full budget. |
| Alert storm | Aggregate by workspace/operation and preserve the first actionable evidence. |
| Audit access denied | Confirm Enterprise owner authority; do not work around it with scraped UI data. |
Examples
Use a compact handoff that makes scope, mutation authority, and verification evidence reviewable.
Input:
slo=webhook-ack<5s; dimensions=workspace-hash,operation; payload-logging=falseExpected handoff:
metrics=bounded; alerts=runbook-linked; content=excludedResources
© 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/linear-observability of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Linear 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 |
|---|---|---|---|---|---|---|
| Linear Observability this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Linearletta-ai/lettabot | 327 | — | ~583 | Automated safety check: Pass | Apache-2.0 | |
| Compliance ScanAojdevStudio/Finance-Guru | 322 | — | ~2.6k | Automated safety check: Notes | AGPL-3.0 | |
| Saleor GraphQL API Change Checklistsaleor/saleor | 23k | — | ~1.2k | Automated safety check: Pass | BSD-3-Clause | |
| Ar Io Gateway Operatorar-io/ar-io-node | 127 | — | ~8.8k | Automated safety check: Notes | AGPL-3.0 | |
| Pii DetectorgoSprinto/compliance-skills | 133 | — | ~1.6k | Automated safety check: Pass | MIT |
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Checklist for adding, changing, deprecating or removing Saleor GraphQL fields, mutations, enums and webhook event types so the change passes review first time.
Ar Io Gateway Operator
ar-io/ar-io-node
Operate any AR.IO node deployment — architecture, daily ops, diagnostics, and recurring pitfalls that apply to every operator.
Pii Detector
goSprinto/compliance-skills
Proactive PII add-on — augments the main response with PII guidance.
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Categories
Questions about Linear Observability
What does Linear Observability do?
Instrument Linear API, SDK, webhook, queue, and reconciliation behavior with useful redacted signals. Linear Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Instrument Linear API, SDK, webhook, queue, and reconciliation behavior with useful redacted signals.
When should I use Linear Observability?
Linear Observability fits situations like: defining service objectives; with monitor Linear integration; add Linear API metrics; observe Linear webhooks.
How do I install Linear Observability in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill linear-observability -a claude-code`. Or copy the skill folder (skills/.curated/linear-observability in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/linear-observability in your project. Claude Code loads it when a task matches its description.
How do I install Linear Observability in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill linear-observability -a codex`. Or copy the skill folder (skills/.curated/linear-observability in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/linear-observability in your project. Codex loads it when a task matches its description.
Can I use Linear 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 linear-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/linear-observability, .gemini/skills/linear-observability, .github/skills/linear-observability and .opencode/skills/linear-observability in your project.
What does Linear Observability need to run?
Going by SKILL.md and its folder, Linear Observability needs credentials named API_KEY and ACCESS_TOKEN. Our summary lists: A credential in API_KEY; A credential in ACCESS_TOKEN. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live verification requires network access and an approved Linear workspace credential.
Does Linear Observability access the network?
SKILL.md names 1 domain. As links in the text: linear.app. This is read from the text; nothing was executed.
Is Linear 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 Linear Observability use?
Linear 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 Linear Observability use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 816 tokens, read only when the agent opens those files.
What are the alternatives to Linear Observability?
Skills that share tags, products or a category with Linear Observability: Linear (letta-ai/lettabot, 327 stars), Compliance Scan (AojdevStudio/Finance-Guru, 322 stars), Saleor GraphQL API Change Checklist (saleor/saleor, 23k stars) and Ar Io Gateway Operator (ar-io/ar-io-node, 127 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Linear 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.