Monitor CI
nrwl/nx
Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx.
Design or review go.d collector and discoverer contracts, including capability scope, options, metric meaning and identity, vnodes, Functions, ownership, remote writes and durable state.
$ npx skills add netdata/netdata --skill collectors-go-design -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install netdata/netdata collectors-go-design --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/netdata/netdata.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/collectors-go-design .claude/skills/collectors-go-design && 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 "collectors-go-design" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-design into .claude/skills/collectors-go-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-design", 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/netdata/netdata/tree/master/.agents/skills/collectors-go-designType 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 netdata/netdata --skill collectors-go-design -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install netdata/netdata collectors-go-design --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/netdata/netdata.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/collectors-go-design .agents/skills/collectors-go-design && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "collectors-go-design" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-design into .agents/skills/collectors-go-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-design", 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 netdata/netdata --skill collectors-go-design -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install netdata/netdata collectors-go-design --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/netdata/netdata.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/collectors-go-design .cursor/skills/collectors-go-design && 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 "collectors-go-design" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-design into .cursor/skills/collectors-go-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-design", 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/netdata/netdata.git --path .agents/skills/collectors-go-design--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 netdata/netdata --skill collectors-go-design -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install netdata/netdata collectors-go-design --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/netdata/netdata.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/collectors-go-design .gemini/skills/collectors-go-design && 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 "collectors-go-design" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-design into .gemini/skills/collectors-go-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-design", 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 netdata/netdata collectors-go-designInstalls 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 netdata/netdata --skill collectors-go-design -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/netdata/netdata.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/collectors-go-design .github/skills/collectors-go-design && 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 "collectors-go-design" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-design into .github/skills/collectors-go-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-design", 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 netdata/netdata --skill collectors-go-design -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install netdata/netdata collectors-go-design --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/netdata/netdata.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/collectors-go-design .opencode/skills/collectors-go-design && 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 "collectors-go-design" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-design into .opencode/skills/collectors-go-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-design", 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.
collectors-go-designDesign or review go.d collector and discoverer contracts, including capability scope, options, metric meaning and identity, vnodes, Functions, ownership, remote writes and durable state.
Collectors Go Design is an agent skill from netdata/netdata. Design or review go.d collector and discoverer contracts, including capability scope, options, metric meaning and identity, vnodes, Functions, ownership, remote writes and durable state. Also author or review DynCfg configschema.json forms. Contract-preserving fixes and migrations use framework guidance; integration prose uses the metadata skill.
Its SKILL.md is about 4.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `config-schema.md`, `mutating-collectors.md` and `operator-surface.md`).
It sits in DevOps & Cloud. The repository describes itself as: The fastest path to AI-powered full stack observability, even for lean teams. The licence is GPL-3.0.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit a7f3cf9. 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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Collectors Go Design loads about 4.3k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 2,285 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 netdata/netdata at commit a7f3cf9, republished under its GPL-3.0 licence (© netdata). 2,285 words, ~4,349 tokens.
.claude/skills/collectors-go-design/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Use this skill to design or review what a collector or discoverer promises, who owns its state, what an operator
decides, what a sample means, and what proves it. Resolve applicable implementation design questions before code.
Collector mechanics live in .agents/skills/collectors-go-framework-v2/SKILL.md and
src/go/plugin/go.d/docs/how-to-write-a-collector.md; artifact delivery lives in
.agents/skills/integrations-lifecycle/. Do not restate those here.
Every rule below is written as: When it applies, Do / Don't, what counts as Evidence, and its Boundary (the legitimate exception). A checked box or an approval phrase is never evidence.
Apply AGENTS.md#skill-selection. During review, use the applicable items as questions about the changed contract,
source and existing design/validation evidence. Report concrete missing or inconsistent evidence; do not create a SOW,
design note, truth-table artifact or mutation test merely because this authoring workflow describes it. Required
acceptance evidence still matters. Loading a reference does not authorize its UI changes, remote operations or setup.
During authorized implementation, record the applicable design before code and retain the project's approval gates. A pure form presentation edit uses the schema reference without a collector design note; an option/default/meaning change remains design work even when implemented through the schema. An ordinary transient cache does not by itself require durable-state machinery; ownership, lifecycle and cost changes still need their applicable design review.
| Task | Load | Design note depth |
|---|---|---|
| New go.d collector | this skill, then the V2 skill and the how-to guide | full note; one line per item for a small read-only collector |
| New go.d discoverer or changed discovery capability, ownership or lifecycle | this skill; implementation under src/go/plugin/go.d/discovery/sdext/discoverer/ and shared engine under src/go/plugin/agent/discovery/ | applicable product, ownership, lifecycle and option items; no collector metric or V2 requirements unless affected |
| New public config option, mode, or default change | operator-surface.md (the option's decision record) | the affected item only |
Form presentation in config_schema.json, with option/default semantics unchanged | config-schema.md | none; a changed operator contract uses the relevant design row |
| New or changed metric meaning, new entity axis, vnodes | the Metric Semantics and Identity items | the affected item only |
| Collector that writes or deletes remotely, or persists durable local state | this skill plus applicable mutating-collectors.md sections | full note plus applicable state/mutation items |
| Reviewing any of the above | affected items as review questions and existing evidence | no new implementation artifact |
| Contract-preserving migration/fix or integration prose only | migration/V2 or metadata/integration guidance as applicable | none; schema forms remain routed above |
When: authorized design or implementation of a new collector, discoverer, or affected public, ownership or lifecycle
contract. Do: fill the applicable items below as a Collector design: block under
"Affected contracts and surfaces" in the SOW's Pre-Implementation Gate, before implementation. Don't: create
separate documents, or answer items the collector does not have; write "none" with the reason instead. Evidence:
each item cites its source (provider doc, existing code, framework contract, user decision). Boundary: a small
collector that only reads its source answers applicable items in one line each. Pure form edits and review-only
requests follow the exceptions above. Remote mutation or durable local state selects the applicable sections of
mutating-collectors.md; it does not make every item apply to every collector.
src/go/plugin/go.d/docs/helper-packages.md); what needs a boundary and
what stays direct code. Any coupling across jobs or owners, any durable state, any scheduler or queue goes through
the Architecture Gate below first.operator-surface.md. List the implementation details you intentionally do
not expose.When designing Functions over process-owned data, choose the owner independently from collector selection.
Use src/go/pkg/funcapi/README.md#process-function-providers for provider, module-bound and job-backed lifetimes.
A collector switch and a Function over retained history are distinct operator contracts; record their intended
relationship in the design note before choosing registration.
For configured vnode acquisition and named attachment, use
src/go/plugin/framework/vnodes/README.md#ownership and
src/go/plugin/framework/vnodes/README.md#collector-attachment as the existing ownership contract before proposing
collector-owned identity polling or shared connection settings.
When: a proposal adds caching, durable state, scheduling, queues, cross-job dependencies, cleanup that can freeze
measurement, or a generic engine around provider-specific behavior. This includes machinery owned by just one
collector or discoverer. Do: answer the applicable questions below before code; if the justification is unknown,
investigate or ask rather than implement a placeholder. Don't: make an unjustified scan faster, raise its cap,
add retries, or write tests that expect the coupling. Evidence: a supported requirement and a concrete failure of
its direct implementation, using the evidence standard in src/go/AGENTS.md#evidence-before-complexity.
Boundary: state, locks, shared clients, framework infrastructure and protocol/security controls remain valid when
justified. "This looks complex" alone is not a finding. An ordinary transient cache may need only a brief source-based
explanation; it does not require persistence or a benchmark by default.
Designers and reviewers MUST evaluate the initiating decision before hardening its supporting layers. Trace serialization, versioning, invalidation, locking and recovery back to the mechanism that requires them. Correctness of those layers and passing tests do not prove that the mechanism is needed. If it is unjustified, propose removing or redesigning it with its dependent machinery within the approved scope; do not weaken safeguards around a retained requirement to reduce complexity.
src/go/AGENTS.md#hot-path-and-benchmark-discipline. A cache that preserves failure coupling is not a fix.Worked example from S3check: recovering ownership of created remote objects after a crash requires a journal. The original proposal additionally scanned every job's ownership files under a global handoff lock before publishing a probe. Object keys were already namespaced per Agent and job; the only real overlap was the same job's old and new runtime during reload. A per-owner lock and journal (owner = Agent registry ID + job name) covered that overlap. The global scan let an unrelated corrupt journal block a healthy job, cost O(jobs²), and turned growth into failure through a file-count cap. Reject the cross-job coordination, retain the necessary owner-scoped journal and lock, and record that a renamed job does not adopt old ownership. This follows from the supported execution and ownership keys.
When: every new observation, and every change to what an existing one means. Do: fill one row per
observation, then map states to values, before writing metric names or charts.yaml. Don't: emit a value that
looks like a measurement for something not measured; a skipped operation has no duration, a failed attempt is not a lag
or success sample (its request duration may still be a valid measurement of the request), a waiting state is not a zero
(.agents/skills/collectors-authoring/collector-practices.md#14-gaps-are-data). Evidence: the table itself, plus a
test that drives each row's state through the real path and asserts emitted / omitted / retained. Boundary:
human-readable configuration does
not prohibit millisecond latency charts; the table decides units per chart.
| Column | Meaning |
|---|---|
| Eligibility | when the observation may be produced at all |
| Start event | what starts the measurement (for S3check delete lag: the successful source DELETE, not the first attempt) |
| Stop event | what ends it (observed destination absence; a timeout ends the attempt, a breach does not) |
| Scope | per probe, per target, per job |
| Aggregation | how repeated calls become one value or status before chart labels collapse them |
| Consequence | what the operator should conclude from it |
Then map each of: measured, missing, skipped, waiting, retrying, failed operation, failed collection, backpressured, terminal, to one of: emitted value, omitted (gap), retained last terminal value, state-set state. Distinguish a measured unhealthy target from an inability to collect; make sure the framework commits the intended failure observations; check every early return against the table. Comparisons follow the wording ("exceeding" is strict).
When a migration changes the ownership unit, trace subordinate constructors, workers and read APIs as well as the native collector. When the approved ownership unit is one entity, the job SHOULD construct that state directly; remove obsolete reconciliation, entity selectors and per-entity bookkeeping from its private components. Retain inventories, routing and aggregation at owners that still serve multiple entities or jobs, and retain identity in transport/history records. Validate isolation using independently constructed jobs, including replacement and retirement of one while another runs.
When: designing Init, Check, Collect, Cleanup, and any Run. Do: review every entry point, including
partial initialization, DynCfg test, autodetection, reload, and stop, not only Collect followed by a clean
shutdown. Decide, per entry point, what it may do, and record it; the V2 skill's Core Style owns the resulting rules
(Check detection-only, cleanup caller-cancelled or detached with a fixed budget independent of request and retry
settings; S3check chose five seconds). Don't: derive a shutdown budget from public tuning, or make orderly cleanup
the crash-recovery mechanism. Evidence: the trace per entry point in the design note; tests for cancellation and
partial init. Boundary: a read-only collector closing idle connections needs no journal or timeout machinery;
background contexts are not banned, unbounded ones are.
When: throughout, and at the final pass. Do: prefer direct ownership, small types, clear transitions, and existing helpers over generic engines and defensive layers; name files by responsibility and check that the content matches; split along operations or state boundaries, not line counts; share only real semantics and keep distinct provider logic distinct; run the V2 skill's Pre-PR final sweep before review. Don't: reject necessary state or boundaries to minimize the diff, or add pooling and caching to satisfy a slogan. Evidence: per-cycle cost stated from the source (a global O(N²) scan matters; a bounded map in a network-bound check does not). Boundary: file length is a signal, not a limit; splitting one function into arbitrarily named helpers is not architecture.
./SKILL.md#review-and-implementation.operator-surface.md for option/mode decisions and config-schema.md for form authoring or review.
Read mutating-collectors.md for remote mutation or durable local state, using its scoped routes.src/go/plugin/go.d/docs/how-to-write-a-collector.md and the V2
skill when that framework applies; contract-preserving migrations use the migration guide..agents/skills/collectors-metadata-yaml/SKILL.md and
.agents/skills/integrations-lifecycle/consistency.md. Reading delivery guidance does not request regeneration.© netdata, GPL-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 3 other files in .agents/skills/collectors-go-design of netdata/netdata.
Open the folder on GitHubat commit a7f3cf9
Collectors Go Design 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 |
|---|---|---|---|---|---|---|
| Collectors Go Design this skillnetdata/netdata | 81k | — | ~4.3k | Automated safety check: Pass | GPL-3.0 | |
| Monitor CInrwl/nx | 29k | 6 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Terraform and OpenTofu Guideagentscope-ai/QwenPaw | 36k | 6 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Vercel Optimize Auditvercel-labs/agent-skills | 32k | 8 repos | ~4.3k | Automated safety check: Pass | None | |
| Analyze GitHub Action Logswithastro/astro | 63k | 1 repos | ~1.3k | Automated safety check: Pass | Custom licence | |
| Openclaw Live Updateropenclaw/openclaw | 392k | — | ~3.7k | Automated safety check: Pass | MIT |
nrwl/nx
Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx.
agentscope-ai/QwenPaw
Guidance for writing and testing Terraform and OpenTofu code: module structure, naming, test approaches, CI/CD workflows, state handling and security scanning.
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
withastro/astro
Analyze recent GitHub Actions workflow runs to identify patterns, mistakes, and improvements.
openclaw/openclaw
Maintain the canonical live OpenClaw main checkout, macOS LaunchAgent-managed Gateway, local macOS app, exact-head main CI, and recurring full release validation.
nanocoai/nanoclaw
Installs or refreshes Iron Proxy and its Iron Control web console for NanoClaw, with a local Docker setup, database, credentials and a human approval bridge.
netdata/netdata
Use only when the user explicitly asks to build, run, preview, inspect, or validate learn.netdata.cloud locally using the contents of a PR or documentation branch before merge.
netdata/netdata
Inspect Netdata-org source checkouts under NETDATAREPOSDIR, or set up and synchronize that mirror when requested.
netdata/netdata
Investigate Netdata crashes, panics and fatals from agent-events captures or authorized fleet queries.
netdata/netdata
Inspect, analyze, troubleshoot, or review Codacy findings and local analyzer/API helpers.
netdata/netdata
Inspect or review Coverity Scan defects and saved CID bundles; fetch live findings or apply verified triage decisions when requested.
netdata/netdata
Inspect, review, or apply authorized triage decisions to SonarCloud issues and security hotspots; also review the Sonar helpers.
Categories
Design or review go.d collector and discoverer contracts, including capability scope, options, metric meaning and identity, vnodes, Functions, ownership, remote writes and durable state. Collectors Go Design is an agent skill from netdata/netdata.d collector and discoverer contracts, including capability scope, options, metric meaning and identity, vnodes, Functions, ownership, remote writes and durable state.
Collectors Go Design fits situations like: devOps & Cloud work in your project.
Run `npx skills add netdata/netdata --skill collectors-go-design -a claude-code`. Or copy the skill folder (.agents/skills/collectors-go-design in netdata/netdata) into .claude/skills/collectors-go-design in your project. Claude Code loads it when a task matches its description.
Run `npx skills add netdata/netdata --skill collectors-go-design -a codex`. Or copy the skill folder (.agents/skills/collectors-go-design in netdata/netdata) into .agents/skills/collectors-go-design 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 netdata/netdata --skill collectors-go-design -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/collectors-go-design, .gemini/skills/collectors-go-design, .github/skills/collectors-go-design and .opencode/skills/collectors-go-design in your project.
SKILL.md names no scripts, command-line tools or credentials: Collectors Go Design is instructions for the agent only.
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.
Collectors Go Design is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 4.3k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Collectors Go Design: Monitor CI (nrwl/nx, 29k stars), Terraform and OpenTofu Guide (agentscope-ai/QwenPaw, 36k stars), Vercel Optimize Audit (vercel-labs/agent-skills, 32k stars) and Analyze GitHub Action Logs (withastro/astro, 63k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
netdata (a GitHub organization) maintains it in netdata/netdata, which has 80,853 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 9, 2026.
Source: netdata/netdata on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.