kitaru-insights SKILL.md skillA
kitaru-insights from zenml-io/kitaru-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zenml-io/kitaru-skills/kitaru-insights@git:20261030.d38c791Pins git:20261030.d38c791 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zenml-io/kitaru-skills
- Path
skills/kitaru-insights/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261030.d38c791, committed Oct 30, 2026
- Size
- 6,231 bytes
- Repository stars
- 6
- License
- Apache-2.0
Read many recorded Kitaru sessions with the user's own coding agent and subagents, find recurring failure and success patterns that fixed counters miss, and save them as insight cards that hand off to investigation. Use when a user asks what is going wrong (or right) across an agent's sessions, wants deeper or better insights than the built-in analyzer, wants to analyze a tag, cohort, import, time window, or list of sessions, wants a deep dive with subagents, or wants to rerun or refresh…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Find insights across many sessions Turn a set of recorded sessions into a few well-evidenced insight cards. The server's analyzer counts known signals cheaply. This skill reads whole sessions with models, so it can find behavior nobody wrote a counter for, and it can read the agent's code to suggest why. Cards are leads, not verdicts. Every card says what was read, how sessions were picked, and how sure the finding is. A human confirms a behavior later through `kitaru-investigation`. ## Read the relevant reference - Read [insight-method.md](references/insight-method.md) before choosing a level, sampling, grouping notes, measuring a pattern, or wording a card. - Read [subagent-briefs.md](references/subagent-briefs.md) before fanning out to subagents or choosing their model. It holds the exact briefs and the note formats they write. - Read [kitaru-operations.md](references/kitaru-operations.md) before any Kitaru CLI or MCP call. It lists exact commands, limits, and known gaps. - Read [insight-contract.md](references/insight-contract.md) before drafting, checking, writing, or replacing cards. …
Read the whole file at its exact version.
How to install
mdr add zenml-io/kitaru-skills/kitaru-insights@sha256:b98e064024b6ce2eThe line at the top of this page pins the label git:20261030.d38c791, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_qze6haohs7na34gk)
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Versions
The registry has recorded 1 version of this file, committed on Oct 30, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6231 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
zenml-io/kitaru-skills · 6 stars · license Apache-2.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qze6haohs7na34gk GET https://markdownregistry.com/api/v1/resolve?ref=zenml-io/kitaru-skills/kitaru-insights GET https://markdownregistry.com/api/v1/blob/b98e064024b6ce2e020fdd4d338bc7fd7093a78fba9a70c79e9486126f2646a6
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.