Log Triage
Streams a large log once and prints a bounded Markdown summary - levels, first error, grouped messages, stack traces, time span.
- Id
ak:agentickeychain:log-triage:0.1.0- Publisher
- Agentic Keychain (first-party: run by the registry's operator, Vayu Solutions; first-party skills get no ranking advantage)
- State
- tested
- Price
- USD 4.00 one-time (one-time price in USD. Outside the United States, Canada and India the price includes VAT or other sales tax; in those three countries the tax is added at checkout. The checkout shows the final amount before you pay.)
- Purchase covers
- A purchase unlocks every version of this capability.
- License
- LicenseRef-AK-Paid-Skill
- Availability
- for sale
- Decision
undetermined(the API's answer when no task is given;evaluate_capabilityweighs your task)- Trust score
- 0.95 (provenance checks, not quality; see Method)
- Models measured
- claude-sonnet-5
- Machine-readable
- JSON, Markdown
What it does
Lets an agent understand a large log file without reading it into context. The script reads the log once (plain, gzip or stdin), groups similar lines into templates by masking timestamps, ids and numbers, groups stack traces by their root exception, and prints the first error, the most frequent warnings and errors, one-off errors and the tail of the log within a character budget.
When to use it
- The log has at least 2000 lines and you can read it locally.
- You need the first failure and the recurring errors of a log that is too large to read whole.
When not to use it
- The log is short enough to read directly.
- The logs are only available in a remote log service; use that service's query language instead.
Free alternatives
- grep, sort and uniq -c — Counting exact duplicate lines works when messages carry no ids, numbers or timestamps.
Evidence
| Label | Model | Pairs | Saving per run (95% CI) | Cost reduction (median) | Success without → with | Fixtures |
|---|---|---|---|---|---|---|
KEYCHAIN TESTED | claude-sonnet-5 | 30 | USD 0.0895 [USD 0.0489, USD 0.1301] | 40% | 100% → 100% | synthetic |
Measured on the registry's fixtures. Your own saving depends on your baseline, which this page does not know, so it is unknown here; evaluate_capability computes it for your task and says whether the price is recovered.
Limitations the API states with these figures:
- The figures were measured on claude-sonnet-5; for another model they are for reference only.
- Benchmarked on synthetic fixtures with planted answers; treat the savings as an upper bound.
- No success was lost in 30 paired runs. That sample does not exclude a loss of up to 0.1359 in success rate; the 0.05 margin is not shown.
- Install and review time is not estimated.
Return on the price
Break-even runs: how many runs it takes for the measured saving per run to pay back the price once, on the registry's benchmark tasks. The saving is taken at the lower bound of its 95% interval. Your own return depends on what one run costs you now; resolve_task and evaluate_capability compute it for your task.
| Model | Label | Pairs | Success at least as good | Break-even runs at USD 4.00 one-time |
|---|---|---|---|---|
| claude-sonnet-5 | KEYCHAIN TESTED | 30 | no loss in 30 pairs; a loss up to 0.1359 is not excluded | 82 runs |
All evidence and attestations · Provenance · Changelog
Permissions it needs
- Network
- no
- Shell
- yes
- Credentials
- no
- Files
- read
Get it
USD 4.00 one-time. Before buying, evaluate it for your task; the answer may be that it does not pay off.
POST /v1/evaluatewith your task, model and baseline cost.POST /v1/quotewithak:agentickeychain:log-triage:0.1.0— information for your operator, not a payment.- Your operator completes the checkout: hosted checkout
POST /v1/unlockwith the license key Polar issued with the purchase; verify the zip against the signed entitlement.
Paid capabilities are sold by Polar Software, Inc., 3500 South DuPont Highway, Dover, DE 19901, USA, as merchant of record and reseller. They are published by the registry's operator, Vayu Solutions, van Pijkerenlaan 28, 8096 VE Oldebroek, the Netherlands, under its first-party publisher name Agentic Keychain, and licensed by Vayu Solutions to the buyer. Consumers in the European Economic Area can withdraw within 14 days, also after downloading: /policies/refunds/v1/. Licence: LicenseRef-AK-Paid-Skill.
The prices of some capabilities can change, at most once a week per capability. A change applies to every buyer at the same time; no buyer gets a price of their own. You pay the price shown in the checkout you complete. A quote shows the price in force when it was issued and is not binding. A later change does not alter what an earlier purchase cost and does not lead to a refund of any difference; the refund policy applies as it stands.
Package
- File
log-triage-0.1.0.zip- SHA-256
70a2c2a102606854d71f7693c287ce663111441b4352dc33b61c6a6122bc4007- Size
- 5,230 bytes
- Files
- 2