ceph-aiops-x-6

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原始内容

name: ceph-aiops slug: ceph-aiops displayName: "Ceph AIops" summary: "Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools." license: MIT homepage: https://github.com/AIops-tools/Ceph-AIops tags: [aiops, mcp, governance, ceph] description: > Use this skill whenever the user needs to operate or diagnose a Ceph cluster via its ceph-mgr Dashboard REST API — decode a HEALTH_WARN/ERR state into cause + action (cluster_health), read the cluster status, inspect OSDs (tree/df/perf), placement groups (summary/stuck/scrub), pools (list/usable capacity), RBD images and snapshots, CephFS/MDS and RGW status, monitors/managers, slow ops and capacity forecast — plus governed writes (set cluster flags, reweight/mark-in/mark-out/purge OSDs, trigger scrubs, set pool quota/pg_num/autoscale/size, create/delete pools, create/delete RBD images and snapshots, throttle recovery/backfill). Always use this skill for "ceph health", "what does this HEALTH_WARN mean", "PG_DEGRADED / OSD_NEARFULL / SLOW_OPS / MON_DOWN", "ceph -s", "which OSD is most full", "drain an OSD", "purge an OSD", "stuck PGs", "overdue scrub", "pool usable capacity", "set pool size / quota", "rebalance is too slow / throttle backfill", "RBD image or snapshot", "MDS behind on trimming", "RGW large omap", "mon quorum", or "days to nearfull" when the context is a Ceph cluster (cephadm, hypervisor-bundled Ceph, or MicroCeph). Do NOT use when the target is not Ceph — a hypervisor, a different storage appliance, a backup product, a Kubernetes cluster, or a network device. Route those to the appropriate other AIops-tools skill (negative routing hint only). Common Ceph ops with a built-in governance harness (audit, policy, token budget, undo, risk-tiers). installer: kind: uv package: ceph-aiops argument-hint: "[ceph question or describe your cluster task]" allowed-tools:

  • Bash metadata: {"openclaw":{"requires":{"env":["CEPH_AIOPS_CONFIG"],"bins":["ceph-aiops"],"config":["/.ceph-aiops/config.yaml","/.ceph-aiops/secrets.enc"]},"optional":{"env":["CEPH_AIOPS_MASTER_PASSWORD"]},"primaryEnv":"CEPH_AIOPS_CONFIG","homepage":"https://github.com/AIops-tools/Ceph-AIops","emoji":"🐙","os":["macos","linux"]}} compatibility: > Standalone, self-governed Ceph operations. The governance harness (audit, policy, token/runaway budget, undo, risk-tiers) is bundled in the package — no external skill-family dependency. Works against vanilla ceph-mgr (cephadm / hypervisor-bundled Ceph / MicroCeph); no croit and no Kubernetes dependency. All write operations are audited to a local SQLite DB under ~/.ceph-aiops/ (relocatable via CEPH_AIOPS_HOME). Connection: the ceph-mgr Dashboard REST API over HTTPS (default port 8443). Authentication is username + password exchanged for a short-lived JWT at POST /api/auth; the mgr 'dashboard' module must be enabled. The username lives in config.yaml; the password is stored ENCRYPTED in ~/.ceph-aiops/secrets.enc (Fernet/AES-128 + scrypt-derived key) — never plaintext on disk. Run 'ceph-aiops init' to onboard, or 'ceph-aiops secret set ' to add one. The store is unlocked by a master password from CEPH_AIOPS_MASTER_PASSWORD (non-interactive/MCP/CI) or an interactive prompt (CLI on a TTY). A legacy plaintext env var CEPH__PASSWORD is still honoured as a fallback with a deprecation warning (migrate with 'ceph-aiops secret migrate'). The password is held only in memory and exchanged for a JWT at request time; secrets are never logged or echoed. State-changing operations require double confirmation at the CLI layer and support --dry-run. All write tools pass through the @governed_tool decorator (pre-check + budget guard + audit + risk-tier label). High-risk destructive ops (osd_mark_out, osd_purge, pool_delete, set_pool_size, rbd_image_delete, rbd_snapshot_delete) require dry-run + double confirmation; reversible writes (osd_reweight, cluster_flag_set, set_pool_quota/pg_num/autoscale, throttle_recovery) capture the prior state and record an inverse undo descriptor. Webhooks: none — no outbound network calls beyond the configured ceph-mgr Dashboard REST API. SSL: verify_ssl defaults to true; disable only for self-signed lab certificates. Transitive dependencies: httpx (HTTP client) and the MCP SDK. No post-install scripts or background services. Validation status: behaviour is exercised against mocked Dashboard responses; multi-node rebalance behaviour and the write ops have not been run against a live cluster (a single-node MicroCeph running 'ceph-aiops doctor' is the cheapest live path; see docs/VERIFICATION.md). The Dashboard API has no ETag/pagination, so none are exposed.

Ceph AIops

Disclaimer: Community-maintained open-source project, not affiliated with, endorsed by, or sponsored by the Ceph project or any storage vendor. Product and trademark names belong to their owners. Source at github.com/AIops-tools/Ceph-AIops under the MIT license.

Governed Ceph operations via the ceph-mgr Dashboard REST API — 37 MCP tools, every one wrapped with the bundled @governed_tool harness: a local unified audit log under ~/.ceph-aiops/, token/runaway budget guard, undo-token recording, and descriptive risk tiers. The Dashboard password is stored encrypted (~/.ceph-aiops/secrets.enc, Fernet + scrypt) — never plaintext on disk. The flagship cluster_health turns raw HEALTH_WARN/ERR check codes into plain-language cause + suggested action.

Standalone: the governance harness is bundled in the package (ceph_aiops.governance) — ceph-aiops has no external skill-family dependency. Works against vanilla ceph-mgr (cephadm / hypervisor-bundled / MicroCeph); no croit, no Kubernetes.

What This Skill Does

Group Tools Count Read or Write
Health cluster_health (flagship RCA), cluster_status 2 2 read
OSD osd_tree, osd_df, osd_perf 3 3 read
cluster_flag_set, osd_reweight, osd_mark_in, osd_mark_out, osd_purge 5 5 write
PG pg_summary, pg_dump_stuck, scrub_status 3 3 read
trigger_scrub, trigger_deep_scrub 2 2 write
Pool pool_ls, pool_df 2 2 read
set_pool_quota, set_pool_pg_num, set_pool_autoscale, pool_create, set_pool_size, pool_delete 6 6 write
RBD rbd_ls 1 1 read
rbd_image_create, rbd_snapshot_create, rbd_image_delete, rbd_snapshot_delete 4 4 write
CephFS / RGW cephfs_status, rgw_status 2 2 read
Cluster-ops mon_status, mgr_status, slow_ops, capacity_forecast 4 4 read
throttle_recovery 1 1 write
Undo undo_list, undo_apply 2 2 undo

Totals: 37 tools — 17 read, 18 write, 2 undo. The MCP server exposes all 37; the CLI is a convenience subset.

Quick Install

uv tool install ceph-aiops
ceph-aiops init       # interactive wizard: mgr host/port/username + encrypted Dashboard password
ceph-aiops doctor

When to Use This Skill

  • Decode a HEALTH_WARN/ERR state (cluster_health / health detail) — cause + action per active check (PG_DEGRADED, OSD_NEARFULL, SLOW_OPS, MON_DOWN, LARGE_OMAP_OBJECTS, …)
  • One-shot triage (overview): HEALTH status + active checks + OSD up/in counts
  • Inspect OSDs (osd_tree / osd_df most-full first / osd_perf slowest first), PGs (pg_summary / pg_dump_stuck / scrub_status), pools (pool_ls / pool_df usable capacity)
  • Investigate slow requests (slow_ops), MDS trimming lag (cephfs_status), RGW large-omap (rgw_status), mon quorum (mon_status), and days-to-nearfull (capacity_forecast)
  • Safely drain + purge an OSD, change pool size/quota, or throttle a slow rebalance (governed writes with dry-run + undo)

Do NOT use when the target is not Ceph (a hypervisor, another storage appliance, a backup product, a container cluster, or a network device). Route those to the appropriate other AIops-tools skill.

Related Skills — Skill Routing

If the user wants… Use
Ceph: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, rebalance, slow ops ceph-aiops (this skill)
Any non-Ceph target (hypervisor, other storage, backup, cluster, network) the appropriate other AIops-tools skill

Common Workflows

1. "The cluster went HEALTH_WARN overnight" — decode it (read-only)

  1. ceph-aiops doctor → confirm the mgr Dashboard is reachable and the JWT login works before trusting anything else
  2. ceph-aiops overview → HEALTH status, the list of active check codes, and OSD up/in counts in one shot
  3. ceph-aiops health detail (MCP: cluster_health) → each active check translated into what it means, the likely cause, and a suggested action
  4. Drill into the implicated resource: PG_DEGRADED → pg_dump_stuck; OSD_NEARFULL → ceph-aiops osd df (most-full first); SLOW_OPS → slow_ops; MON_DOWN → mon_status; LARGE_OMAP_OBJECTS → rgw_status
  5. Failure branch: if doctor fails on auth, the Dashboard password is wrong or the store is locked — re-run ceph-aiops secret set <target> (or export CEPH_AIOPS_MASTER_PASSWORD for non-interactive use). If doctor fails on reachability, the mgr dashboard module is likely not enabled; no read is issued against an unauthenticated session.

2. Retire a failing OSD: drain, mark out, purge (governed)

  1. ceph-aiops health detail → confirm the OSD is genuinely the problem (e.g. OSD_SLOW_PING_TIME, repeated SLOW_OPS on one id) rather than a cluster-wide symptom
  2. ceph-aiops osd df → confirm the id, and that the remaining OSDs have room to absorb its data before you drain anything
  3. ceph-aiops osd reweight <id> 0.0 → start a gradual drain; reversible, the prior CRUSH weight is captured as the undo descriptor
  4. ceph-aiops osd out <id> --dry-run, then re-run without --dry-run → high risk, double confirmation, needs CEPH_AUDIT_APPROVED_BY
  5. Wait for ceph-aiops health status / pg_summary to show all PGs active+clean — do not purge while backfill is running
  6. ceph-aiops osd purge <id> --dry-run, then re-run without --dry-run → high, irreversible
  7. Failure branch: if client I/O tanks during the drain, stop and reverse — ceph-aiops undo list then ceph-aiops undo apply <id> restores the prior weight (and osd_mark_in reverses the mark-out). Purge has no undo, which is exactly why it comes last and after active+clean.

3. Recovery is starving client I/O

  1. ceph-aiops health detail → confirm the cluster is actually backfilling/recovering (PG_DEGRADED, PG_BACKFILL_FULL) rather than hitting a different bottleneck
  2. slow_ops → check whether client requests are genuinely being blocked, and by which OSDs
  3. throttle_recovery(max_backfills=1, recovery_max_active=1) → med risk, reversible; the prior osd_max_backfills / osd_recovery_max_active are captured as the undo descriptor
  4. Re-check slow_ops and pg_summary — recovery is slower but client latency should recover
  5. Once the cluster is quiet, raise the values back (or ceph-aiops undo apply <id> to restore the exact prior settings)
  6. Failure branch: if throttling does not help, the bottleneck is not recovery — go back to osd_perf (slowest OSDs first) and mon_status; do not keep lowering the throttle, you will only extend the degraded window.

4. A pool is running out of usable capacity

  1. ceph-aiops overview → look for POOL_NEARFULL / OSD_NEARFULL among the active checks
  2. pool_df → per-pool usage with usable capacity = raw ÷ size (a size=3 pool reports a third of raw — this is where most "but the disks aren't full" confusion comes from)
  3. capacity_forecast → days-to-nearfull at the current fill rate, so you know whether this is a this-week problem or a this-quarter one
  4. Buy time reversibly first: set_pool_quota (med, undo → prior quota) or set_pool_autoscale (med, undo) to let pg_num track the new size
  5. Only if a replica change is genuinely the answer: set_pool_size --dry-run then the real call — high risk, because lowering size reduces durability and any change forces cluster-wide data movement
  6. Failure branch: if the resulting rebalance saturates the cluster, apply workflow 3 (throttle_recovery) rather than reverting the size mid-flight; if the size change itself was wrong, ceph-aiops undo apply <id> replays the recorded prior value — but expect a second full rebalance.

Governance & Safety

The skill delivers reads and writes and records them; it does not decide whether a write is permitted. That is your agent's judgement, or the permission of the account you connect it with (a ceph-mgr Dashboard account with a read-only role — writes then fail at the mgr). There is no read-only switch, policy file, or approval gate.

  • Audit is the guarantee, and it is not bypassable. Every operation — MCP and CLI alike — is logged to ~/.ceph-aiops/audit.db (relocatable via CEPH_AIOPS_HOME): params, result, status, duration, and the risk tier. The CLI writes the same row the MCP path does.
  • CEPH_AUDIT_APPROVED_BY / CEPH_AUDIT_RATIONALE are optional annotations recorded on the audit row (who/why); they are never required and never block.
  • Runaway guard — a safety backstop, not authorization: the same call looped in a tight window trips a circuit breaker. Disable with CEPH_RUNAWAY_MAX=0.
  • Destructive writes support --dry-run / dry_run=True and double confirmation at the CLI.
  • Reversible writes fetch the real before-state and record an inverse descriptor (osd_reweight→restore prior weight, cluster_flag_set→toggle back); irreversible ops (osd_purge, pool_delete, RBD deletes) record only the before-state.

References

  • references/capabilities.md — full tool → API-path → returns reference
  • references/cli-reference.md — CLI command reference
  • references/setup-guide.md — onboarding, credentials, and connectivity

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