Ax Agent Observability
dosco/aithy
This skill helps an LLM generate correct AxAgent observability code using @ax-llm/ax.
Agent skill
Workhuman Deploy Integration
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Deploy a customer-owned Workhuman adapter or supported managed integration through preview, canary, reconciliation, and rollback.
Install Workhuman Deploy Integration
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill workhuman-deploy-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace workhuman-deploy-integration --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/workhuman-deploy-integration .claude/skills/workhuman-deploy-integration && 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 "workhuman-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/workhuman-deploy-integration into .claude/skills/workhuman-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workhuman-deploy-integration", 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/workhuman-deploy-integrationType 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 workhuman-deploy-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace workhuman-deploy-integration --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/workhuman-deploy-integration .agents/skills/workhuman-deploy-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "workhuman-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/workhuman-deploy-integration into .agents/skills/workhuman-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workhuman-deploy-integration", 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 workhuman-deploy-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace workhuman-deploy-integration --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/workhuman-deploy-integration .cursor/skills/workhuman-deploy-integration && 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 "workhuman-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/workhuman-deploy-integration into .cursor/skills/workhuman-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workhuman-deploy-integration", 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/workhuman-deploy-integration--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 workhuman-deploy-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace workhuman-deploy-integration --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/workhuman-deploy-integration .gemini/skills/workhuman-deploy-integration && 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 "workhuman-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/workhuman-deploy-integration into .gemini/skills/workhuman-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workhuman-deploy-integration", 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 workhuman-deploy-integrationInstalls 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 workhuman-deploy-integration -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/workhuman-deploy-integration .github/skills/workhuman-deploy-integration && 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 "workhuman-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/workhuman-deploy-integration into .github/skills/workhuman-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workhuman-deploy-integration", 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 workhuman-deploy-integration -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 workhuman-deploy-integration --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/workhuman-deploy-integration .opencode/skills/workhuman-deploy-integration && 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 "workhuman-deploy-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/workhuman-deploy-integration into .opencode/skills/workhuman-deploy-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workhuman-deploy-integration", 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
workhuman-deploy-integration- GitHub stars
- 2.8k
- Token cost
- ~1k tokens
- SKILL.md length
- 391 words
- Files
- 1
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Deploy a customer-owned Workhuman adapter or supported managed integration through preview, canary, reconciliation, and rollback.
- Works in 8 steps: Verify the release identifier,… → Diff current and target topology,… → Produce a mutation preview with exact… → …
- Releasing integration changes
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Workhuman Deploy Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy a customer-owned Workhuman adapter or supported managed integration through preview, canary, reconciliation, and rollback. Use when releasing integration changes. Trigger with "deploy a Workhuman integration".
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code; production deployment, managed-connector enablement, and tenant mutations require explicit accountable-owner approval
It sits in DevOps & Cloud, covering Deployment and Accounting and bookkeeping. 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
- Releasing integration changes
- With deploy a Workhuman integration
Example prompts
- “deploy a Workhuman integration”
- “/workhuman-deploy-integration”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code; production deployment, managed-connector enablement, and tenant mutations require explicit accountable-owner approval
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Verify the release identifier, approvals, contract digest, image or package digest, configuration digest, and dependency versions.
- Diff current and target topology, principals, hosts, mappings, schedules, data classes, observability, and network policy.
- Produce a mutation preview with exact services, tenant settings, records at risk, financial exposure, and expected downtime.
- Rehearse deployment, disablement, rollback, checkpoint recovery, and reconciliation in a safe environment.
- Confirm canary cohort, traffic or schedule, abort thresholds, support coverage, communications, and decision owners.
- After explicit approval, deploy only the immutable candidate and keep business mutations disabled until separately authorized.
- Canary the approved flow, observe safe service and business signals, and reconcile authoritative records.
- Expand only on passing thresholds; otherwise halt and execute rollback, then retain a redacted receipt.
What it can do on your machine
Read from SKILL.md and the folder at commit 80f86df. 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):
workhuman.com
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
Designed for Claude Code; production deployment, managed-connector enablement, and tenant mutations require explicit accountable-owner approval
From compatibility in the SKILL.md frontmatter.
Context cost
Workhuman Deploy Integration loads about 1k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 391 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 80f86df, republished under its MIT licence (© jeremylongshore). 391 words, ~1,032 tokens.
Download SKILL.mdSave it as
.claude/skills/workhuman-deploy-integration/SKILL.md (or your agent's skills folder).- name
- workhuman-deploy-integration
- description
- Deploy a customer-owned Workhuman adapter or supported managed integration through preview, canary, reconciliation, and rollback. Use when releasing integration changes. Trigger with "deploy a Workhuman integration".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; production deployment, managed-connector enablement, and tenant mutations require explicit accountable-owner approval
- argument-hint
- [release-id] [target-environment]
- version
- 1.4.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, workhuman, deployment, integration, rollback
- model
- inherit
- effort
- high
Workhuman Integration Deployment
Overview
Release an exact reviewed adapter or managed-connector configuration without confusing code deployment with authorization to change customer data or programs.
Prerequisites
- An immutable release and passing
workhuman-prod-checklistdecision - Current tenant contract, secretless configuration, principals, topology, and field authority map
- Canary, observability, reconciliation, abort, rollback, communications, and support plans
Tool Discipline
Use Read, Glob, and Grep to verify release artifacts, WebFetch for current vendor context, and Write or Edit only for deployment configuration, manifests, and redacted receipts.
Current Contract
Workhuman offers managed integrations for workplace and HCM systems plus an open API. The customer contract determines whether the deployable unit is customer code, vendor configuration, or both; no public generic deployment endpoint should be assumed.
Authentication
Bind runtime principals to one tenant, environment, direction, and approved capability. Acquire secrets from the approved store at runtime and verify rotation and revocation before cutover.
Instructions
- Verify the release identifier, approvals, contract digest, image or package digest, configuration digest, and dependency versions.
- Diff current and target topology, principals, hosts, mappings, schedules, data classes, observability, and network policy.
- Produce a mutation preview with exact services, tenant settings, records at risk, financial exposure, and expected downtime.
- Rehearse deployment, disablement, rollback, checkpoint recovery, and reconciliation in a safe environment.
- Confirm canary cohort, traffic or schedule, abort thresholds, support coverage, communications, and decision owners.
- After explicit approval, deploy only the immutable candidate and keep business mutations disabled until separately authorized.
- Canary the approved flow, observe safe service and business signals, and reconcile authoritative records.
- Expand only on passing thresholds; otherwise halt and execute rollback, then retain a redacted receipt.
Show full SKILL.md (118 more words)Show less
Approval Boundaries
Do not enable production traffic, change a managed connector, alter schedules, migrate workers, create recognition, approve awards, or send notifications without explicit scope-specific approval.
Output
Return release and configuration identities, deployment diff, mutation preview, rehearsal, approvals, canary evidence, reconciliation, final state, and rollback status.
Error Handling
| Condition | Response |
|---|---|
| Runtime differs from reviewed artifact | Abort before traffic and restart approval with the actual digest. |
| Canary violates a threshold | Halt expansion and execute the tested rollback. |
| Write outcome is ambiguous | Freeze the checkpoint and reconcile before replay. |
Example
A redacted completion receipt might look like this:
release=sha256:...; target=customer-prod; config=sha256:...; canary=20; thresholds=pass; reconciliation=exact; state=expandedResources
Next Steps
Complete post-release review and keep rollback available until the agreed stability window closes.
© 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
Just SKILL.md in skills/.curated/workhuman-deploy-integration of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit 80f86df
Compare with similar skills
Workhuman Deploy Integration 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 |
|---|---|---|---|---|---|---|
| Workhuman Deploy Integration 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 | |
| Money Opsiamzifei/show-me-the-money | 1k | — | ~3.8k | Automated safety check: Pass | Custom licence | |
| Debugging Cockroachdb Operator Migrationscockroachdb/helm-charts | 105 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| Sap Btp Integration Suitesecondsky/sap-skills | 462 | — | ~3.6k | Automated safety check: Notes | GPL-3.0 | |
| Deployment Sopbybren-llc/safe-agentic-workflow | 423 | — | ~966 | Automated safety check: Notes | MIT |
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Categories
Questions about Workhuman Deploy Integration
What does Workhuman Deploy Integration do?
Deploy a customer-owned Workhuman adapter or supported managed integration through preview, canary, reconciliation, and rollback. Workhuman Deploy Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Deploy a customer-owned Workhuman adapter or supported managed integration through preview, canary, reconciliation, and rollback.
When should I use Workhuman Deploy Integration?
Workhuman Deploy Integration fits situations like: releasing integration changes; with deploy a Workhuman integration.
How do I install Workhuman Deploy Integration in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill workhuman-deploy-integration -a claude-code`. Or copy the skill folder (skills/.curated/workhuman-deploy-integration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/workhuman-deploy-integration in your project. Claude Code loads it when a task matches its description.
How do I install Workhuman Deploy Integration in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill workhuman-deploy-integration -a codex`. Or copy the skill folder (skills/.curated/workhuman-deploy-integration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/workhuman-deploy-integration in your project. Codex loads it when a task matches its description.
Can I use Workhuman Deploy Integration 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 workhuman-deploy-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/workhuman-deploy-integration, .gemini/skills/workhuman-deploy-integration, .github/skills/workhuman-deploy-integration and .opencode/skills/workhuman-deploy-integration in your project.
What does Workhuman Deploy Integration need to run?
SKILL.md names no scripts, command-line tools or credentials: Workhuman Deploy Integration is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; production deployment, managed-connector enablement, and tenant mutations require explicit accountable-owner approval.
Does Workhuman Deploy Integration access the network?
SKILL.md names 1 domain. As links in the text: workhuman.com. This is read from the text; nothing was executed.
Is Workhuman Deploy Integration 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 Workhuman Deploy Integration use?
Workhuman Deploy Integration 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 Workhuman Deploy Integration use?
About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Workhuman Deploy Integration?
Skills that share tags, products or a category with Workhuman Deploy Integration: Ax Agent Observability (dosco/aithy, 107 stars), Money Ops (iamzifei/show-me-the-money, 1k stars), Debugging Cockroachdb Operator Migrations (cockroachdb/helm-charts, 105 stars) and Sap Btp Integration Suite (secondsky/sap-skills, 462 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Workhuman Deploy Integration?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,825 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 9, 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.