/skill-usage-report
Engine half of the skill-usage telemetry loop (owner spec 2026-07-19: *"show when the skill is last used, and how many times… recommend disable, or user would disable themself"*). Cloud half: AU#93 (`skill_usage` rollup + `POST /api/skills/usage` + last-used in the assignments
$ npx -y skills add sonichi/sutando --skill skill-usage-report --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/skill-usage-report
Context preview
The summary Claude sees to decide when to auto-load this skill.
Engine half of the skill-usage telemetry loop (owner spec 2026-07-19: *"show when the skill is last used, and how many times… recommend disable, or user would disable themself"*). Cloud half: AU#93 (`skill_usage` rollup + `POST /api/skills/usage` + last-used in the assignments
SKILL.md
skill-usage-report.SKILL.mdskill-usage-report
Engine half of the skill-usage telemetry loop (owner spec 2026-07-19: *"show when the skill is last used, and how many times… recommend disable, or user would disable themself"*). Cloud half: AU#93 (`skill_usage` rollup + `POST /api/skills/usage` + last-used in the assignments GET).
Two pieces, both offline-first and fail-open:
1. **`hooks/log-usage.py`** — a `PostToolUse` hook on the `Skill` tool. Appends `{"slug","ts"}` to `<workspace>/state/skill-usage-log.jsonl` on every skill invocation. Never blocks, never fails the invocation. Registered in the core's `settings.json` with `"async": true` — this is a fire-and-forget usage logger, so it must run off the Skill critical path (async keeps interpreter startup + file I/O out of every skill invocation's latency):
Resolve that settings file through the path helper rather than a literal home-relative path — the core config dir is configurable per clone, and on a packaged install it is not under `$HOME` at all:
SETTINGS="$(bash scripts/sutando-config.sh claude-sutando-config-dir)/settings.json"
{"PostToolUse": [{"matcher": "Skill", "hooks": [{"type": "command",
"async": true,
"command": "python3 '<repo>/skills/skill-usage-report/hooks/log-usage.py'"}]}]}2. **`scripts/report-usage.py`** — drains the log, aggregates per slug, and POSTs one batched report (`{agentId, events:[{slug,count,lastUsedAt}]}`).
- `agentId` = `$AGENT_MXID` (the ag2space identity — same key the
EquipPanel and assignments API use).
- Bearer from vault key `AG2_CLOUD_TOKEN`.
- Cloud origin is **declared in `manifest.json`'s `config` block** (the
config-only manifest convention — see `skills/MANIFEST.md`), not invented as an env-only setting. Resolution order is `$AG2_CLOUD_ORIGIN override > manifest default > CLOUD_FALLBACK`, so the manifest is the single place to change the default.
- Rename-before-POST so events arriving mid-report are never lost;
fold-back on failure so nothing is dropped. Always exits 0.
Run on a gated sub-daily cron (crons.json):
The cron needs `AGENT_MXID` in the environment. Read it from the channel env under the **resolved** core config dir — never a home-relative literal, which is wrong on any clone that configures the config dir elsewhere:
{"name": "skill-usage-report", "cron": "*/30 * * * *",
"prompt": "Run: bash scripts/cron-gate.sh skill-usage-report env $(grep AGENT_MXID \"$(bash scripts/sutando-config.sh claude-sutando-config-dir)/channels/ag2space/.env\" 2>/dev/null) python3 skills/skill-usage-report/scripts/report-usage.py — drains the local skill-usage log to AU (AU#93). Deferred when owner tasks are queued."}Expected behavior before equips exist
The cloud endpoint only accepts usage for skills **currently equipped** to this agent (`skill_assignments` row for (user, agent, skill)) — everything else counts as `skipped` in the response. Until the owner equips skills to this agent's mxid, reports will be all-skipped; the local log still drains. This is by design (unequipped usage is meaningless for the prune-unused feature and would accumulate junk rows).
Iteration log
- v0.1.0 — 2026-07-19 — initial ship alongside AU#93. Slug is taken from the
Skill tool's input (`skill` param), bare-name-normalized (strips `plugin:`/path-scope prefixes). Local log is the offline-first buffer; the reporter is idempotent-safe to re-run (server folds counts additively and uses GREATEST on timestamps, so a duplicated batch inflates counts but can never move last-used backwards; the rename-claim makes duplicates unlikely).
- v0.1.1 — 2026-07-19 — review fixes (PR #2180 blocking findings): (1)
pending-only recovery — a crash between the rename-claim and fold-back left `.reporting` with no active log; the next run then crashed on `log.open`. Recovery now renames pending back when the active log is absent. (2) >100 distinct slugs were silently dropped (aggregate sliced to MAX_EVENTS but the claimed file was deleted whole). Reports now send in chunks of 100; on mid-run failure the unsent remainder is folded back into the active log as count-carrying records (`{"slug","ts","count"}` — the aggregator honors `count`), so nothing is ever lost.
Read more
skill-usage-report
Engine half of the skill-usage telemetry loop (owner spec 2026-07-19: *"show when the skill is last used, and how many times… recommend disable, or user would disable themself"*). Cloud half: AU#93 (`skill_usage` rollup + `POST /api/skills/usage` + last-used in the assignments GET).
Two pieces, both offline-first and fail-open:
1. **`hooks/log-usage.py`** — a `PostToolUse` hook on the `Skill` tool. Appends `{"slug","ts"}` to `<workspace>/state/skill-usage-log.jsonl` on every skill invocation. Never blocks, never fails the invocation. Registered in the core's `settings.json` with `"async": true` — this is a fire-and-forget usage logger, so it must run off the Skill critical path (async keeps interpreter startup + file I/O out of every skill invocation's latency):
Resolve that settings file through the path helper rather than a literal home-relative path — the core config dir is configurable per clone, and on a packaged install it is not under `$HOME` at all:
SETTINGS="$(bash scripts/sutando-config.sh claude-sutando-config-dir)/settings.json"
{"PostToolUse": [{"matcher": "Skill", "hooks": [{"type": "command",
"async": true,
"command": "python3 '<repo>/skills/skill-usage-report/hooks/log-usage.py'"}]}]}2. **`scripts/report-usage.py`** — drains the log, aggregates per slug, and POSTs one batched report (`{agentId, events:[{slug,count,lastUsedAt}]}`).
- `agentId` = `$AGENT_MXID` (the ag2space identity — same key the
EquipPanel and assignments API use).
- Bearer from vault key `AG2_CLOUD_TOKEN`.
- Cloud origin is **declared in `manifest.json`'s `config` block** (the
config-only manifest convention — see `skills/MANIFEST.md`), not invented as an env-only setting. Resolution order is `$AG2_CLOUD_ORIGIN override > manifest default > CLOUD_FALLBACK`, so the manifest is the single place to change the default.
- Rename-before-POST so events arriving mid-report are never lost;
fold-back on failure so nothing is dropped. Always exits 0.
Run on a gated sub-daily cron (crons.json):
The cron needs `AGENT_MXID` in the environment. Read it from the channel env under the **resolved** core config dir — never a home-relative literal, which is wrong on any clone that configures the config dir elsewhere:
{"name": "skill-usage-report", "cron": "*/30 * * * *",
"prompt": "Run: bash scripts/cron-gate.sh skill-usage-report env $(grep AGENT_MXID \"$(bash scripts/sutando-config.sh claude-sutando-config-dir)/channels/ag2space/.env\" 2>/dev/null) python3 skills/skill-usage-report/scripts/report-usage.py — drains the local skill-usage log to AU (AU#93). Deferred when owner tasks are queued."}Expected behavior before equips exist
The cloud endpoint only accepts usage for skills **currently equipped** to this agent (`skill_assignments` row for (user, agent, skill)) — everything else counts as `skipped` in the response. Until the owner equips skills to this agent's mxid, reports will be all-skipped; the local log still drains. This is by design (unequipped usage is meaningless for the prune-unused feature and would accumulate junk rows).
Iteration log
- v0.1.0 — 2026-07-19 — initial ship alongside AU#93. Slug is taken from the
Skill tool's input (`skill` param), bare-name-normalized (strips `plugin:`/path-scope prefixes). Local log is the offline-first buffer; the reporter is idempotent-safe to re-run (server folds counts additively and uses GREATEST on timestamps, so a duplicated batch inflates counts but can never move last-used backwards; the rename-claim makes duplicates unlikely).
- v0.1.1 — 2026-07-19 — review fixes (PR #2180 blocking findings): (1)
pending-only recovery — a crash between the rename-claim and fold-back left `.reporting` with no active log; the next run then crashed on `log.open`. Recovery now renames pending back when the active log is absent. (2) >100 distinct slugs were silently dropped (aggregate sliced to MAX_EVENTS but the claimed file was deleted whole). Reports now send in chunks of 100; on mid-run failure the unsent remainder is folded back into the active log as count-carrying records (`{"slug","ts","count"}` — the aggregator honors `count`), so nothing is ever lost.
My AI Stand — Realtime by Day, Rewriting Itself by Night. Summon my AI superpower. Voice, vision, screen, meetings, calls when I'm engaged. Learns my patterns, ships its own code when I'm not. Runs across my Macs, interacts with people & their Stands.
Repo: sonichi/sutando
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