Mz Release Signoff
MaterializeInc/materialize
Verify a release candidate on the Grafana dashboards and sign off in release.
Implement reconcilers and watchers for grafana-app-sdk apps — write TypedReconciler[MyKind] reconcile functions, apply generation-based skip patterns, do conflict-safe status updates via…
$ npx skills add grafana/skills --skill reconciler-logic -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install grafana/skills reconciler-logic --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/grafana/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/grafana-app-sdk/reconciler-logic .claude/skills/reconciler-logic && 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 "reconciler-logic" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-app-sdk/reconciler-logic into .claude/skills/reconciler-logic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reconciler-logic", 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/grafana/skills/tree/main/skills/grafana-app-sdk/reconciler-logicType 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 grafana/skills --skill reconciler-logic -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install grafana/skills reconciler-logic --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/grafana-app-sdk/reconciler-logic .agents/skills/reconciler-logic && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "reconciler-logic" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-app-sdk/reconciler-logic into .agents/skills/reconciler-logic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reconciler-logic", 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 grafana/skills --skill reconciler-logic -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install grafana/skills reconciler-logic --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/grafana-app-sdk/reconciler-logic .cursor/skills/reconciler-logic && 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 "reconciler-logic" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-app-sdk/reconciler-logic into .cursor/skills/reconciler-logic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reconciler-logic", 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/grafana/skills.git --path skills/grafana-app-sdk/reconciler-logic--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 grafana/skills --skill reconciler-logic -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install grafana/skills reconciler-logic --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/grafana-app-sdk/reconciler-logic .gemini/skills/reconciler-logic && 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 "reconciler-logic" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-app-sdk/reconciler-logic into .gemini/skills/reconciler-logic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reconciler-logic", 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 grafana/skills reconciler-logicInstalls 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 grafana/skills --skill reconciler-logic -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/grafana-app-sdk/reconciler-logic .github/skills/reconciler-logic && 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 "reconciler-logic" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-app-sdk/reconciler-logic into .github/skills/reconciler-logic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reconciler-logic", 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 grafana/skills --skill reconciler-logic -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install grafana/skills reconciler-logic --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/grafana-app-sdk/reconciler-logic .opencode/skills/reconciler-logic && 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 "reconciler-logic" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-app-sdk/reconciler-logic into .opencode/skills/reconciler-logic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reconciler-logic", 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.
reconciler-logicImplement reconcilers and watchers for grafana-app-sdk apps — write TypedReconciler[MyKind] reconcile functions, apply generation-based skip patterns, do conflict-safe status updates via…
Reconciler Logic is an agent skill from grafana/skills, published by the product's own GitHub organization. Implement reconcilers and watchers for grafana-app-sdk apps — write TypedReconciler[MyKind] reconcile functions, apply generation-based skip patterns, do conflict-safe status updates via resource.UpdateObject, configure BasicReconcileOptions (namespace, label/field filters, finalizer management), use Watcher for event-style handling, reconcile UnmanagedKinds (resources your app doesn't own), and register the whole thing in app.go. Use when writing a reconciler, implementing the reconcile loop, adding async…
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `references/informer-configuration.md`, `references/reconciler-patterns.md` and `references/registration.md`).
It sits in DevOps & Cloud, covering Monitoring and alerting. It works with Grafana. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 1ccacf2. 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.
Shell commands in SKILL.md call:
gokubectlFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
github.compkg.go.devFrom 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.
Reconciler Logic loads about 1.6k tokens when it runs, and up to ~8.6k if it reads all its reference files. Until then it costs about 220 tokens; SKILL.md has 269 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 grafana/skills at commit 1ccacf2, republished under its Apache-2.0 licence (© grafana). 269 words, ~1,626 tokens.
.claude/skills/reconciler-logic/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Reconcilers are the async business-logic layer of a grafana-app-sdk app. The SDK enqueues a reconcile event when a resource is created, updated, or deleted; the reconciler observes the current state and drives the system toward the desired state.
# 1. Generate operator stubs for a standalone app
grafana-app-sdk project component add operator
# 2. Implement the ReconcileFunc — see § TypedReconciler below for the pattern
# 3. Register the reconciler in app.go (see references/registration.md)
# 4. Generate, build, and verify it runs
grafana-app-sdk generate
go build ./...
go run ./cmd/operator # tail logs — reconcile entries should appear when you kubectl-apply a resourceIf the operator starts but no reconcile events fire when you create a resource:
BasicReconcileOptions.Namespace matches the resource's namespaceBasicReconcileOptions.LabelFilters / FieldSelectors — most "no events" issues are filter mismatches (kubectl get <resource> -o yaml to see labels)operator.TypedReconciler handles type assertion and provides a strongly-typed ReconcileFunc:
type MyKindReconciler struct {
operator.TypedReconciler[*v1alpha1.MyKind]
client resource.Client
}
func NewMyKindReconciler(client resource.Client) *MyKindReconciler {
r := &MyKindReconciler{client: client}
r.ReconcileFunc = r.reconcile // wire the typed func
return r
}
func (r *MyKindReconciler) reconcile(
ctx context.Context,
req operator.TypedReconcileRequest[*v1alpha1.MyKind],
) (operator.ReconcileResult, error) {
obj := req.Object
// Skip if already reconciled this generation
if obj.GetGeneration() == obj.Status.LastObservedGeneration &&
req.Action != operator.ReconcileActionDeleted {
return operator.ReconcileResult{}, nil
}
log := logging.FromContext(ctx).With("name", obj.GetName(), "namespace", obj.GetNamespace())
log.Info("reconciling", "action", operator.ResourceActionFromReconcileAction(req.Action))
if req.Action == operator.ReconcileActionDeleted {
return operator.ReconcileResult{}, nil
}
// ... business logic ...
// Atomic status update — see § Status updates below
_, err := resource.UpdateObject(ctx, r.client, obj.GetStaticMetadata().Identifier(),
func(obj *v1alpha1.MyKind, _ bool) (*v1alpha1.MyKind, error) {
obj.Status.LastObservedGeneration = obj.GetGeneration()
obj.Status.State = "Ready"
return obj, nil
},
resource.UpdateOptions{Subresource: "status"},
)
return operator.ReconcileResult{}, err
}ReconcileAction values: ReconcileActionCreated, ReconcileActionUpdated, ReconcileActionDeleted, ReconcileActionResynced.
To requeue after a delay (e.g. polling an external system):
return operator.ReconcileResult{RequeueAfter: 10 * time.Second}, nilresource.UpdateObjectAlways use resource.UpdateObject for status writes — it fetches the latest version before applying your update function, avoiding 409 Conflict errors when multiple reconcile events race:
_, err := resource.UpdateObject(ctx, r.client, identifier,
func(obj *v1alpha1.MyKind, exists bool) (*v1alpha1.MyKind, error) {
obj.Status.LastObservedGeneration = obj.GetGeneration()
obj.Status.State = "Ready"
obj.Status.Message = ""
return obj, nil
},
resource.UpdateOptions{Subresource: "status"},
)Do not use client.Update for status — it sends the full object and races with spec changes made by users.
Check LastObservedGeneration at the top of the reconcile function to avoid re-processing unchanged resources:
if obj.GetGeneration() == obj.Status.LastObservedGeneration {
return operator.ReconcileResult{}, nil
}ReconcileOptionsControl informer behavior via BasicReconcileOptions on the AppManagedKind entry:
{
Kind: mykindv1alpha1.MyKindKind(),
Reconciler: reconciler,
ReconcileOptions: simple.BasicReconcileOptions{
Namespace: "my-namespace", // watch one namespace; default is all
LabelFilters: []string{"env=prod"}, // only reconcile matching resources
FieldSelectors: []string{"status.phase=Running"},
UsePlain: false, // false = wrap in OpinionatedReconciler (default; manages finalizers)
},
},UsePlain: false (the default) wraps your reconciler in OpinionatedReconciler, which manages finalizers automatically so the SDK can guarantee clean deletion.
references/watchers.md — Watcher alternative (event-style Add/Update/Delete callbacks) + decision matrix for watcher vs reconcilerreferences/unmanaged-kinds.md — UnmanagedKinds for reconciling resources your app doesn't own, with UseOpinionated: false guidance and common failure modesreferences/registration.md — full app.go wiring (client setup, multi-version registration, ValidateManifest) + common failure modes© grafana, Apache-2.0. 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 5 other files (references) in skills/grafana-app-sdk/reconciler-logic of grafana/skills.
Open the folder on GitHubat commit 1ccacf2
Reconciler Logic 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 |
|---|---|---|---|---|---|---|
| Reconciler Logic this skillgrafana/skills | 282 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Mz Release SignoffMaterializeInc/materialize | 6.4k | — | ~7.2k | Automated safety check: Pass | Custom licence | |
| Axiom Dashboard Builderopenclaw/clawhub | 9.5k | — | ~4.9k | Automated safety check: Pass | MIT | |
| Happy Infra Metrics and Grafanaslopus/happy | 24k | — | ~2k | Automated safety check: Notes | MIT | |
| Syncmetapawurb/hotpath-rs | 1.9k | — | ~1.2k | Automated safety check: Notes | MIT | |
| Optimize Slurm TopologyNVlabs/alpasim | 1.3k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 |
MaterializeInc/materialize
Verify a release candidate on the Grafana dashboards and sign off in release.
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.
slopus/happy
Queries live Prometheus metrics and manages Grafana dashboards as code for Happy's infrastructure, using the grafanactl CLI and the Grafana datasource proxy API.
pawurb/hotpath-rs
Sync changes from the hotpath, hotpath-macros and hotpath-drain crates to their meta counterparts (hotpath-meta, hotpath-macros-meta and hotpath-drain-meta).
NVlabs/alpasim
Optimize AlpaSim Slurm topology throughput using persistent local Prometheus/Grafana telemetry and run artifacts.
comet-ml/opik
Specifies how to instrument an opik-backend pipeline with per-stage OpenTelemetry metrics for throughput, latency, errors and queue delay by workspace.
grafana/skills
Write or review k6 documentation across the three k6 repositories - k6-DefinitelyTyped (TypeScript types), k6-docs (user documentation), and k6 (release notes / changelog).
grafana/skills
Configure Grafana Alerting, Incident Response Management (IRM), and SLOs end-to-end — provisions Grafana-managed and data-source-managed alert rules, contact points (Slack/PagerDuty/email/webhook)…
grafana/skills
Build, modify, and ship Grafana dashboards as JSON via the HTTP API — panel types (timeseries / stat / gauge / table / heatmap / logs / traces / node-graph), gridPos 24-column layout, units…
grafana/skills
A skill your agent uses when the user wants to performance-test, load-test, or stress-test a public website end-to-end with k6.
grafana/skills
Write, validate, and optimize PromQL for Prometheus / Grafana Mimir / Grafana Cloud Metrics.
grafana/skills
Cut Grafana Cloud Metrics cost by shrinking active-series count with Adaptive Metrics aggregation rules — auto-recommendations from query history, custom exact/regex rules, label-drop config…
Works with
Categories
Implement reconcilers and watchers for grafana-app-sdk apps — write TypedReconciler[MyKind] reconcile functions, apply generation-based skip patterns, do conflict-safe status updates via…. Reconciler Logic is an agent skill from grafana/skills, published by the product's own GitHub organization.go.
Reconciler Logic fits situations like: writing a reconciler; implementing the reconcile loop; adding async business logic; handling create/update/delete events.
Run `npx skills add grafana/skills --skill reconciler-logic -a claude-code`. Or copy the skill folder (skills/grafana-app-sdk/reconciler-logic in grafana/skills) into .claude/skills/reconciler-logic in your project. Claude Code loads it when a task matches its description.
Run `npx skills add grafana/skills --skill reconciler-logic -a codex`. Or copy the skill folder (skills/grafana-app-sdk/reconciler-logic in grafana/skills) into .agents/skills/reconciler-logic 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 grafana/skills --skill reconciler-logic -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reconciler-logic, .gemini/skills/reconciler-logic, .github/skills/reconciler-logic and .opencode/skills/reconciler-logic in your project.
Going by SKILL.md and its folder, Reconciler Logic needs the command-line tools its instructions call (go and kubectl).
SKILL.md names 2 domains. As links in the text: github.com and pkg.go.dev. 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.
Reconciler Logic is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 7k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Reconciler Logic: Mz Release Signoff (MaterializeInc/materialize, 6.4k stars), Axiom Dashboard Builder (openclaw/clawhub, 9.5k stars), Happy Infra Metrics and Grafana (slopus/happy, 24k stars) and Syncmeta (pawurb/hotpath-rs, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
grafana (a GitHub organization, an official publisher) maintains it in grafana/skills, which has 282 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on October 8, 2026.
Source: grafana/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.