Sentry Observability
jeremylongshore/tons-of-skills-marketplace
Integrate Sentry with your observability stack — logging, metrics, APM, and dashboards.
Correlate near-in-time events across PR merges, deploys, monitoring (Sentry/NewRelic/Datadog/AppDynamics) and ticket trackers (Jira/Azure DevOps) into confidence-scored clusters that answer "which…
Install Cross Source Correlation
$ npx skills add aozyildirim/Agena --skill cross-source-correlation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aozyildirim/Agena cross-source-correlation --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/aozyildirim/Agena.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agena/cross-source-correlation .claude/skills/cross-source-correlation && 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 "cross-source-correlation" agent skill from https://github.com/aozyildirim/Agena/tree/main/skills/agena/cross-source-correlation into .claude/skills/cross-source-correlation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-source-correlation", 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/aozyildirim/Agena/tree/main/skills/agena/cross-source-correlationType 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 aozyildirim/Agena --skill cross-source-correlation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aozyildirim/Agena cross-source-correlation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aozyildirim/Agena.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agena/cross-source-correlation .agents/skills/cross-source-correlation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cross-source-correlation" agent skill from https://github.com/aozyildirim/Agena/tree/main/skills/agena/cross-source-correlation into .agents/skills/cross-source-correlation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-source-correlation", 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 aozyildirim/Agena --skill cross-source-correlation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aozyildirim/Agena cross-source-correlation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aozyildirim/Agena.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agena/cross-source-correlation .cursor/skills/cross-source-correlation && 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 "cross-source-correlation" agent skill from https://github.com/aozyildirim/Agena/tree/main/skills/agena/cross-source-correlation into .cursor/skills/cross-source-correlation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-source-correlation", 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/aozyildirim/Agena.git --path skills/agena/cross-source-correlation--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 aozyildirim/Agena --skill cross-source-correlation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aozyildirim/Agena cross-source-correlation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aozyildirim/Agena.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agena/cross-source-correlation .gemini/skills/cross-source-correlation && 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 "cross-source-correlation" agent skill from https://github.com/aozyildirim/Agena/tree/main/skills/agena/cross-source-correlation into .gemini/skills/cross-source-correlation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-source-correlation", 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 aozyildirim/Agena cross-source-correlationInstalls 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 aozyildirim/Agena --skill cross-source-correlation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aozyildirim/Agena.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agena/cross-source-correlation .github/skills/cross-source-correlation && 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 "cross-source-correlation" agent skill from https://github.com/aozyildirim/Agena/tree/main/skills/agena/cross-source-correlation into .github/skills/cross-source-correlation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-source-correlation", 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 aozyildirim/Agena --skill cross-source-correlation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aozyildirim/Agena cross-source-correlation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aozyildirim/Agena.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agena/cross-source-correlation .opencode/skills/cross-source-correlation && 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 "cross-source-correlation" agent skill from https://github.com/aozyildirim/Agena/tree/main/skills/agena/cross-source-correlation into .opencode/skills/cross-source-correlation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cross-source-correlation", 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
cross-source-correlation- GitHub stars
- 101
- Token cost
- ~756 tokens
- SKILL.md length
- 308 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- MIT
At a glance
Correlate near-in-time events across PR merges, deploys, monitoring (Sentry/NewRelic/Datadog/AppDynamics) and ticket trackers (Jira/Azure DevOps) into confidence-scored clusters that answer "which…
- Works in 5 steps: Pick a time window (default 60 minutes… → Score candidate clusters using a… → Surface only clusters ≥ 70. Below that… → …
- DevOps & Cloud work in your project
- SKILL.md covers How to apply this pattern, Example and Notes
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cross Source Correlation is an agent skill from aozyildirim/Agena. Correlate near-in-time events across PR merges, deploys, monitoring (Sentry/NewRelic/Datadog/AppDynamics) and ticket trackers (Jira/Azure DevOps) into confidence-scored clusters that answer "which deploy caused this bug" without manual tab-switching.
Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud. It works with New Relic, Sentry, Azure DevOps and Datadog. The repository describes itself as: Agentic AI platform with pixel agent technology — autonomous code generation, PR automation & multi-tenant SaaS. The licence is MIT.
When your agent uses it
- DevOps & Cloud work in your project
Example prompts
- “which deploy caused this bug”
- “/cross-source-correlation”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Pick a time window (default 60 minutes ending now) and pull every
- Score candidate clusters using a heuristic that rewards co-location
- Surface only clusters ≥ 70. Below that the noise / signal ratio
- Persist the cluster with: primary_kind, primary_label,
- Offer triage actions on each cluster: confirm, false-positive,
What it can do on your machine
Read from SKILL.md and the folder at commit 63db0e2. It shows what the files ask for, not the result of running them.
Tool permissions
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.
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
No URLs in SKILL.md.
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.
Context cost
Cross Source Correlation loads about 756 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 308 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 aozyildirim/Agena at commit 63db0e2, republished under its MIT licence (© aozyildirim). 308 words, ~756 tokens.
Download SKILL.mdSave it as
.claude/skills/cross-source-correlation/SKILL.md (or your agent's skills folder).- name
- cross-source-correlation
- description
- Correlate near-in-time events across PR merges, deploys, monitoring (Sentry/NewRelic/Datadog/AppDynamics) and ticket trackers (Jira/Azure DevOps) into confidence-scored clusters that answer "which deploy caused this bug" without manual tab-switching.
- tags
- observability, incident-response, correlation, ai-agent, devops
- publisher
- agena
Cross-Source Correlation
When a Sentry alert fires, a senior engineer mentally cross-references the last deploy time, recent PRs, NewRelic apdex, and the support tickets opened in the last hour. AGENA's Cross-Source Correlation engine does the same correlation deterministically, producing a single confidence-scored cluster per incident.
How to apply this pattern
Pick a time window (default 60 minutes ending now) and pull every event your platform observed inside it: PR merges, deploys, error imports (Sentry / NewRelic / Datadog / AppDynamics), and work-item imports (Jira / Azure DevOps).
Score candidate clusters using a heuristic that rewards co-location in time + repo:
- PR merge inside the window →
+40 - Deploy from the same repo inside the window →
+20 - One monitoring signal in the window →
+20(+30if more than one) - One work-item opened in the window →
+10(+20if more than one) - Bonus
+10when a PR is present alongside any monitoring signal
- PR merge inside the window →
Surface only clusters ≥ 70. Below that the noise / signal ratio collapses; above it you get the "vay" moment for incident triage.
Persist the cluster with:
primary_kind,primary_label,related_events[],confidence,severity,narrative,repo_mapping_id. Keep afingerprintfor idempotency so repeated poller runs don't double-insert the same cluster.Offer triage actions on each cluster: confirm, false-positive, undo, and (when a PR is the prime suspect) one-click rollback.
Example
🔴 CRITICAL · confidence 94%
PR #4519 (erinc, merged 14:18) in checkout-api correlates with
2 monitoring signal(s) (sentry, newrelic) and 1 work-item opened
in the same window.
Timeline:
14:18 🔀 PR #4519 merged — payment_service.py, +47/-12
14:18 🚀 deploy a1b2c3d4 → production
14:23 🚨 Sentry: TypeError in payment_service.py:88 (47×)
14:24 📡 NewRelic: apdex 0.92 → 0.41
14:31 🪐 Jira SUP-128 opened — 12 customers report failed checkoutNotes
- Run as a background poller every ~5 minutes on a fresh window — no webhook fan-out needed when you control all the sources.
- Sub-70 clusters can still be useful for trending dashboards even if you don't want to surface them as actionable.
- Store the cluster's narrative as a one-sentence summary (LLM-generated off the timeline) so it's readable in Slack alerts and post-mortem docs.
- Designed to be agnostic to specific monitoring backends — add a new
source by writing a single mapper that emits
(timestamp, kind, ref, label)rows into the same window query.
© aozyildirim, 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/agena/cross-source-correlation of aozyildirim/Agena.
Open the folder on GitHubat commit 63db0e2
Compare with similar skills
Cross Source Correlation 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 |
|---|---|---|---|---|---|---|
| Cross Source Correlation this skillaozyildirim/Agena | 101 | — | ~756 | Automated safety check: Pass | MIT | |
| Sentry Observabilityjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~3.7k | Automated safety check: Pass | MIT | |
| Tool ConnectorZhixiangLuo/10xProductivity | 478 | — | ~925 | Automated safety check: Pass | MIT | |
| Ops MonitorLifecycle-Innovations-Limited/claude-ops | 540 | 1 repos | ~1.5k | Automated safety check: Notes | MIT | |
| Error HandlerEliasOulkadi/shokunin | 114 | — | ~3.6k | Automated safety check: Notes | MIT | |
| Sentry Migration Deep Divejeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2.6k | Automated safety check: Notes | MIT |
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Related
Works with
Categories
Questions about Cross Source Correlation
What does Cross Source Correlation do?
Correlate near-in-time events across PR merges, deploys, monitoring (Sentry/NewRelic/Datadog/AppDynamics) and ticket trackers (Jira/Azure DevOps) into confidence-scored clusters that answer "which…. Cross Source Correlation is an agent skill from aozyildirim/Agena. Correlate near-in-time events across PR merges, deploys, monitoring (Sentry/NewRelic/Datadog/AppDynamics) and ticket trackers (Jira/Azure DevOps) into confidence-scored clusters that answer "which deploy caused this bug" without manual tab-switching.
When should I use Cross Source Correlation?
Cross Source Correlation fits situations like: devOps & Cloud work in your project.
How do I install Cross Source Correlation in Claude Code?
Run `npx skills add aozyildirim/Agena --skill cross-source-correlation -a claude-code`. Or copy the skill folder (skills/agena/cross-source-correlation in aozyildirim/Agena) into .claude/skills/cross-source-correlation in your project. Claude Code loads it when a task matches its description.
How do I install Cross Source Correlation in Codex?
Run `npx skills add aozyildirim/Agena --skill cross-source-correlation -a codex`. Or copy the skill folder (skills/agena/cross-source-correlation in aozyildirim/Agena) into .agents/skills/cross-source-correlation in your project. Codex loads it when a task matches its description.
Can I use Cross Source Correlation 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 aozyildirim/Agena --skill cross-source-correlation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cross-source-correlation, .gemini/skills/cross-source-correlation, .github/skills/cross-source-correlation and .opencode/skills/cross-source-correlation in your project.
What does Cross Source Correlation need to run?
SKILL.md names no scripts, command-line tools or credentials: Cross Source Correlation is instructions for the agent only.
Does Cross Source Correlation access the network?
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.
Is Cross Source Correlation 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 Cross Source Correlation use?
Cross Source Correlation is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Cross Source Correlation use?
About 756 tokens (SKILL.md is roughly 3k 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 Cross Source Correlation?
Skills that share tags, products or a category with Cross Source Correlation: Sentry Observability (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Tool Connector (ZhixiangLuo/10xProductivity, 478 stars), Ops Monitor (Lifecycle-Innovations-Limited/claude-ops, 540 stars) and Error Handler (EliasOulkadi/shokunin, 114 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cross Source Correlation?
aozyildirim (a GitHub user) maintains it in aozyildirim/Agena, which has 101 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on August 2, 2026.
Source: aozyildirim/Agena on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.