Axiom Dashboard Builder
openclaw/clawhub
Designs and deploys Axiom dashboards through the API, choosing chart types and writing APL or metrics queries, with templates and migration notes for Splunk and Grafana.
Implement, migrate or review Go go.d framework V2 collectors, CollectorV2 lifecycle, metrix metric stores, charts.yaml authoring (defaults, families, ordering, statesets, labels)…
$ npx skills add netdata/netdata --skill collectors-go-framework-v2 -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install netdata/netdata collectors-go-framework-v2 --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-framework-v2 .claude/skills/collectors-go-framework-v2 && 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-framework-v2" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-framework-v2 into .claude/skills/collectors-go-framework-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-framework-v2", 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-framework-v2Type 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-framework-v2 -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install netdata/netdata collectors-go-framework-v2 --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-framework-v2 .agents/skills/collectors-go-framework-v2 && 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-framework-v2" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-framework-v2 into .agents/skills/collectors-go-framework-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-framework-v2", 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-framework-v2 -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install netdata/netdata collectors-go-framework-v2 --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-framework-v2 .cursor/skills/collectors-go-framework-v2 && 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-framework-v2" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-framework-v2 into .cursor/skills/collectors-go-framework-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-framework-v2", 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-framework-v2--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-framework-v2 -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install netdata/netdata collectors-go-framework-v2 --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-framework-v2 .gemini/skills/collectors-go-framework-v2 && 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-framework-v2" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-framework-v2 into .gemini/skills/collectors-go-framework-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-framework-v2", 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-framework-v2Installs 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-framework-v2 -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-framework-v2 .github/skills/collectors-go-framework-v2 && 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-framework-v2" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-framework-v2 into .github/skills/collectors-go-framework-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-framework-v2", 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-framework-v2 -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-framework-v2 --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-framework-v2 .opencode/skills/collectors-go-framework-v2 && 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-framework-v2" agent skill from https://github.com/netdata/netdata/tree/master/.agents/skills/collectors-go-framework-v2 into .opencode/skills/collectors-go-framework-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "collectors-go-framework-v2", 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-framework-v2Implement, migrate or review Go go.d framework V2 collectors, CollectorV2 lifecycle, metrix metric stores, charts.yaml authoring (defaults, families, ordering, statesets, labels)…
Collectors Go Framework V2 is an agent skill from netdata/netdata. Implement, migrate or review Go go.d framework V2 collectors, CollectorV2 lifecycle, metrix metric stores, charts.yaml authoring (defaults, families, ordering, statesets, labels), charttpl/chartengine, Functions and host scopes/vnodes. Use affected contracts and source owners; collector product/config design uses collectors-go-design.
Its SKILL.md is about 5.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `chart-template.md` and `go-v2-host-scope.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.
Read from SKILL.md and the folder at commit 2c378f0. 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 Framework V2 loads about 5.7k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 2,748 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 2c378f0, republished under its GPL-3.0 licence (© netdata). 2,748 words, ~5,681 tokens.
.claude/skills/collectors-go-framework-v2/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Use with collectors-authoring and apply AGENTS.md#skill-selection. This skill owns V2 implementation patterns;
source files and their tests establish the affected framework contract. Use collectors-go-design when product,
ownership, option or metric-semantics decisions are involved, including their review.
For review, assess applicable requirements and existing evidence. The implementation gates, migration manifests and pre-PR actions below are review criteria, not instructions to create artifacts or perform live operations. Verify claims affected by the change at source; a narrow lens does not exempt a relevant contract.
Select references by the changed behavior. New collectors need the lifecycle contract and authoring guide; a migration also needs its compatibility guide. Follow dependencies when a change reaches additional contracts.
| Task or affected contract | Read |
|---|---|
| Collector lifecycle, registration or optional interfaces | src/go/plugin/framework/collectorapi/collector.go and applicable Core Style below |
| New collector or lifecycle implementation patterns | src/go/plugin/go.d/docs/how-to-write-a-collector.md |
| Existing plumbing or helper choice | src/go/plugin/go.d/docs/helper-packages.md |
| V1-to-V2 migration, including review | src/go/plugin/go.d/docs/migrate-v1-to-v2.md and Compatibility Rules below |
| Shared framework behavior or a missing general capability | src/go/plugin/framework/docs/changing-framework-code.md; its implementation approval tiers still apply |
| Metric-store cycles, descriptors or caching | src/go/pkg/metrix/README.md and Metrics And Charts below |
| Runtime chart output or lifecycle | src/go/plugin/framework/chartengine/README.md |
| Template format, identity or reducers | src/go/plugin/framework/charttpl/README.md and Chart Label Identity below |
Writing or reviewing a charts.yaml: defaults, families, ordering, statesets, labels, shared contexts, tests | ./chart-template.md |
| Host scopes or vnodes | .agents/skills/collectors-go-framework-v2/go-v2-host-scope.md and Host Scopes below |
Primary modern example: src/go/plugin/go.d/collector/cato_networks/. Use focused pieces, not the whole collector
shape. Older V2 collectors can supply local patterns, but check for stale style before treating them as examples.
src/go/plugin/framework/docs/changing-framework-code.md before writing code.collectors-go-design before code, not through this skill.collectorapi.CollectorV2 from
src/go/plugin/framework/collectorapi/collector.go and register via
CreateV2.New() SHOULD own scalar defaults, metrix.NewCollectorStore(), typed metric instruments, and test seams;
conditional or mode-dependent defaults follow collectors-go-design/operator-surface.md §4.metrix.CollectorStore during
Collect() and expose exactly one chart provider. Embedded charts.yaml through ChartTemplateYAML() is
RECOMMENDED for static definitions. Changing native membership uses ChartTemplateSet(); its ownership,
normalization, fixed-policy and replacement contracts are in
src/go/plugin/framework/chartengine/README.md#named-active-template-sets.Collect(ctx) MUST return error and write metrics to metrix; it MUST NOT
return a V1 map[string]int64.collectorapi.CollectorV2Runner.Run(ctx, ready).
Keep exclusive acquisition and operational polling out of Init/Check, which may run while an incumbent is active.
Readiness, retry, cancellation, panic, cleanup and output fencing MUST follow
src/go/plugin/framework/jobruntime/README.md#runtime-readiness-and-termination.Cleanup(ctx) MUST be idempotent. The framework may call it more
than once, including after partial Init / Check setup.Check() MUST stay a cheap detection path: no reservation, no remote side
effect, no state it must later release.collector.go, setup
helpers in init.go when needed, orchestration in collect.go, distinct
upstream operations in collect_<operation>.go, metrics in metrix.go /
write_metrics.go, focused tests.src/go/plugin/go.d/docs/helper-packages.md and
reuse an existing helper when it fits.<name>func/ subpackage with a narrow
Deps interface declared there. The Function package MUST NOT import the
collector package or hold *Collector.Creator.SharedFunctions, its
MethodHandler(job) receives the running canonical runtime job and the public
Function shape has no __job parameter. Use job.Collector() to bind the
Function handler to collector-owned state; do not add a package-global
registry to bridge Function dispatch. The Function is still job-backed:
publication waits for the canonical job to be running and available, and
dispatch rejects unavailable jobs before calling MethodHandler.collectorapi.FunctionAvailability;
keep FunctionAvailable(functionID) cheap and non-blocking.
funcapi.FunctionConfig.Available applies to AgentFunctions and process providers, not
job-backed SharedFunctions or InstanceFunctions.src/go/pkg/funcapi/README.md#process-function-providers for registration, ownership and availability.
Intentionally module-bound Creator.AgentFunctions remains valid; it still requires an enabled module.collectorapi.Creator.InstancePolicy defaults to
InstancePolicyPerJob. Use InstancePolicySingle only for collectors that
are intentionally one canonical job per agent. Single-instance configs MUST
use name == module after defaults are applied. DynCfg exposes opted-in
single-instance configs as single objects with the module-level collector
config ID, no collector template, and no add/remove; updates target that
single object.InstancePolicySingle, decide how
its initial single object appears in DynCfg. The framework exposes a single
object only after a config exists; it does not publish a template placeholder,
and plain stock enable failures can remove the stock object.collectors-go-design/operator-surface.md; the constants list
is in the how-to guide's Config section.store.Write().SnapshotMeter("") for normal metrics.Vec(...) for labels, Gauge for current values,
Counter.ObserveTotal() for source counters, and StateSet for fixed
one-active-state values.charts.yaml; stateset metric naming is owned by
./chart-template.md#statesets../chart-template.md; the bullets below are the runtime contracts it relies on.algorithm for normal type-driven behavior. At runtime,
chartengine maps metrix counters to incremental dimensions and gauges or
other kinds to absolute, including dynamically built charttpl.Chart
values. Metric names and suffixes do not determine the algorithm.algorithm to intentionally override runtime kind for every
dimension in that chart. This is also REQUIRED when differently typed series
are deliberately aggregated into the same rendered dimension; otherwise,
contributors to one rendered dimension MUST have the same runtime kind.
Chartengine does not diagnose violations at runtime, so real-path collector
tests MUST enforce this authoring rule.metrix.ReadFlatten()
and chartengine forces them to heatmap. Bucket dimensions are named by the
bare le upper-bound value and ordered numerically with +Inf last. Do NOT
add collector-local cumulative-bucket workaround metrics or a bucket-mode
option for V2 charts../chart-template.md#values).instances.by_labels does not select them or an
instances.optional_by_labels key is absent—multiple source series can map to one rendered dimension. The effective
aggregation MUST match the metric meaning. Set it on the chart; it applies to every dimension. Absence means
sum; available reducers are sum, min, max, and unweighted avg
(avg forces floating-point emission). Use separate charts when metrics need
different reducers. Metric kind is not enough to infer this policy: gauges
may be additive stocks, states, timestamps, limits, or averages.sum. Summary
quantiles are not globally mergeable with these reducers. Non-sum reduction
of cumulative counters happens before Netdata calculates rates and can be
misleading when source membership changes.metrix keeps ONE descriptor per metric NAME, resolved atomically at commit. With finite age expiry,
a name idle past its retention window (expireAfterSuccessCycles + descriptorGraceCycles, both configurable on NewCollectorStore(...)) is evicted
and can then re-register with a changed contract. Within that window the
descriptor is authoritative — re-registering a TRULY-LIVE name with a changed
kind / summary quantiles / histogram bounds fails the commit (loud), an idle name
is superseded, and Init-time (out-of-cycle) registration still panics
synchronously on conflict.metrix.DescriptorRetention accessor (DescriptorRetentionWindow(), SuccessfulCommits()). Age finite-window
caches on successful commits in step with descriptor retention; keeping obsolete handles forever can drift-skip a
changed-contract name after eviction. When the window is DescriptorRetentionUnbounded, do not age out cached
state for that name. This does not forbid reusing instruments for a fixed known metric surface. The source owner is
src/go/pkg/metrix/README.md#consumers-that-cache-per-name-state; the Prometheus writer
(src/go/plugin/go.d/collector/prometheus/writer.go) demonstrates commit-aware retention. If the store lacks this
optional accessor, preserve cached handles rather than inventing a finite expiry.context_namespace (the
fixed prefix, or prefix.<app> per job) so autogen rebuilds prefix.<metric> /
prefix.<app>.<metric> without hand-built chart IDs.ChartTemplateYAML capability):charttpl.Spec.MarshalTemplate() (runs Validate() only, then
marshals with yaml.v2, the decoder's library). Do NOT hand-roll Validate() +
yaml.Marshal, and do NOT marshal with yaml.v3.charttpl.Group borrowed from a shared profile/catalog, deep-copy
it first with Group.Clone() so per-job edits cannot corrupt the shared template.
A Group you decoded yourself per job is already owned and needs no clone.NewTemplateSet errors where content is selected and retain the resulting pointer.
Use the live provider and store with collecttest.AssertChartCoverage; do not reconstruct a second test-only set.src/go/pkg/metrix/README.md#field-availability; do not universally skip all-NaN families.metrix's Vec handle cache is
unbounded; cache per-series instruments yourself and evict handles unseen for N
cycles to stay bounded. Prefer a framework fix if the need is general
(Decision Discipline).src/go/plugin/go.d/docs/migrate-v1-to-v2.md.A collector using V1 chart Vars is blocked until framework support, an
approved equivalent design, or explicit breaking-alert approval exists.
collecttest.AssertChartCoverage is not chart-identity parity; it cannot
prove old chart IDs, family, priority, lifecycle, labels, or alert variables.
A finished migration MUST pass an import/runtime-path audit proving no V1
collection path or V1 map-to-metrix bridge remains reachable from normal
execution.
Temporary V1-to-V2 parity bridges MAY be used during development, but the
finished collector MUST NOT keep a runtime V1 map-to-metrix bridge.
For migrations, first create a compatibility manifest covering chart IDs, contexts, dimension IDs/names, labels, config keys, DynCfg schema keys, stock config, alerts, docs, and lifecycle behavior.
Migrations MUST preserve existing public contracts unless the SOW records an explicit breaking decision.
Migrations MUST keep old YAML/JSON field names. Add new config as opt-in when cardinality, cost, or user-visible identity could surprise existing users.
Collector integration artifacts MUST follow
.agents/skills/integrations-lifecycle/consistency.md; do not preserve a
partial local artifact checklist in V2 collector work.
MUST NOT log raw secrets, DSNs, bearer tokens, or URLs with embedded credentials.
Warningf/Errorf every collection cycle for a
recoverable partial failure. Use the built-in logger limiter:
c.Limit("collector:stable-operation-key", 1, time.Hour).Warningf(...).Once() is reset by JobV2.runOnce(), so it is useful inside one cycle only;
it is not cross-cycle spam protection.instances.by_labels, a present nonblank instances.optional_by_labels key, or a dimension
name_from_label define chart or dimension identity. Changing one creates a new chart or dimension; collectors MUST
NOT use identity churn merely to refresh metadata.instances.optional_by_labels only when a source conditionally exposes a bounded, sufficiently stable,
operator-useful identity axis. Missing and blank values are omitted; present values create refined instances. Authors
MUST assess value count and churn, and MUST NOT create a duplicate aggregate chart when NIDL/query aggregation already
provides that view.pid="1234" becomes _pid_1234); missing or blank optional identities contribute nothing.label_promotion defines non-identity chart metadata. Chartengine reconciles
its effective intersection across every routed contributor, including an
empty source-label set, and emits a complete replacement only when it changes..agents/skills/collectors-authoring/collector-practices.md#19-remote-monitored-systems-and-vnodes).ScopeKey and GUID MUST be deterministic._vnode_type=<source>.For implementation, V2 work MUST include evidence from these tests, or the PR/SOW MUST justify why a specific item does not apply. Relevant existing tests count; do not add duplicate tests merely to satisfy this list. Review checks applicable coverage and required validation evidence without creating a new PR/SOW:
Init, Check, Collect, and Cleanup lifecycle coverage;CollectorV2Runner: readiness only after acquisition, startup rollback, cancellation and terminal failure;
jobruntime.NewJobV2 with jobruntime.NewManagedRun drives the real Run/tick/emission path from a collector test;BeginCycle, success commit, and abort
on expected collection errors;src/go/plugin/go.d/pkg/collecttest/artifacts.go (./chart-template.md#tests);Tests are evidence only when they have an independent oracle:
map[string]int64 collection path or V1 map-to-metrix bridge.src/go/plugin/go.d/docs/how-to-write-a-collector.md (File Layout, Registration And Lifecycle, Collect Flow, Tests),
AGENTS.md#go-test-style, ./chart-template.md#review-checklist and the review questions of every
collectors-metadata-yaml family the collector's metadata.yaml fills. Record each deviation and its reason in the
SOW; a passing build and test run is not evidence that these were applied. When independent review is required,
put the same sections in the reviewer's brief; a parser-only or arithmetic-only review does not cover them.© 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 2 other files in .agents/skills/collectors-go-framework-v2 of netdata/netdata.
Open the folder on GitHubat commit 2c378f0
Collectors Go Framework V2 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 Framework V2 this skillnetdata/netdata | 81k | — | ~5.7k | Automated safety check: Pass | GPL-3.0 | |
| Axiom Dashboard Builderopenclaw/clawhub | 9.5k | — | ~4.9k | Automated safety check: Pass | MIT | |
| Axiom Cost Controlopenclaw/clawhub | 9.5k | — | ~1.7k | Automated safety check: Pass | MIT | |
| ML Pipeline ExpertJeffallan/claude-skills | 12k | 1 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Sf AI Agentforce ObservabilityJaganpro/sf-skills | 424 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Verify CI Impactgodatadriven/whirl | 205 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 |
openclaw/clawhub
Designs and deploys Axiom dashboards through the API, choosing chart types and writing APL or metrics queries, with templates and migration notes for Splunk and Grafana.
openclaw/clawhub
Finds unused data in Axiom by analyzing query patterns, then deploys a cost dashboard and ingest monitors to keep spend under the contract limit.
Jeffallan/claude-skills
Designs ML pipeline infrastructure: experiment tracking with MLflow or Weights & Biases, Kubeflow and Airflow orchestration, Feast feature stores and model validation gates.
Jaganpro/sf-skills
Agentforce session tracing extraction and analysis. An agent skill from Jaganpro/sf-skills.
godatadriven/whirl
Before committing, work out which Whirl examples need a CI run to verify changes still work, then run them after confirming with the user.
gotempsh/temps
Add Temps analytics to React applications with comprehensive tracking capabilities including page views, custom events, scroll tracking, engagement monitoring, session recording, and Web Vitals…
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
Implement, migrate or review Go go.d framework V2 collectors, CollectorV2 lifecycle, metrix metric stores, charts.yaml authoring (defaults, families, ordering, statesets, labels)…. Collectors Go Framework V2 is an agent skill from netdata/netdata.yaml authoring (defaults, families, ordering, statesets, labels), charttpl/chartengine, Functions and host scopes/vnodes.
Collectors Go Framework V2 fits situations like: devOps & Cloud work in your project.
Run `npx skills add netdata/netdata --skill collectors-go-framework-v2 -a claude-code`. Or copy the skill folder (.agents/skills/collectors-go-framework-v2 in netdata/netdata) into .claude/skills/collectors-go-framework-v2 in your project. Claude Code loads it when a task matches its description.
Run `npx skills add netdata/netdata --skill collectors-go-framework-v2 -a codex`. Or copy the skill folder (.agents/skills/collectors-go-framework-v2 in netdata/netdata) into .agents/skills/collectors-go-framework-v2 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-framework-v2 -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-framework-v2, .gemini/skills/collectors-go-framework-v2, .github/skills/collectors-go-framework-v2 and .opencode/skills/collectors-go-framework-v2 in your project.
SKILL.md names no scripts, command-line tools or credentials: Collectors Go Framework V2 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 Framework V2 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 5.7k tokens (SKILL.md is roughly 23k 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 Framework V2: Axiom Dashboard Builder (openclaw/clawhub, 9.5k stars), Axiom Cost Control (openclaw/clawhub, 9.5k stars), ML Pipeline Expert (Jeffallan/claude-skills, 12k stars) and Sf AI Agentforce Observability (Jaganpro/sf-skills, 424 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 80,838 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 8, 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.