ai-coding-agents-observability-evals skillA
ai-coding-agents-observability-evals is agent-read markdown (skill) from vasilyu1983/ai-agents-public: Designs coding-agent observability and evals. Use when measuring traces, replay, checkpoint lineage, quality trajectories, tool grading, regression, or cost..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# AI Coding Agents Observability And Evals Use this skill to design or review the feedback loop around a coding-agent runtime: traces, replayable transcripts, eval packs, regression gates, tool-call grading, latency and cost accounting, and production failure triage. This skill covers how you operate a coding-agent product after the core runtime exists. It does not replace the runtime skills themselves. ## ASCII Flow ```text agent session | v trace events prompts + model turns + tool calls + permissions + file diffs + costs | v replayable transcript stable IDs + redaction + source/runtime correlation | v eval pack golden tasks + graders + regression gates + cost/latency budgets | v release decision pass | investigate | rollback | update eval coverage ``` ## Quick Reference | Question | Read | Outcome | |----------|------|---------| | What should the trace and telemetry model include? | [`references/trace-and-telemetry-model.md`](references/trace-and-telemetry-model.md) | Durable trace schema, session correlation, event stages, and replay boundaries | …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/ai-coding-agents-observability-evals@v1.2mdr add vasilyu1983/ai-agents-public/ai-coding-agents-observability-evals@sha256:463bf7cb1c02d5acPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_vqwslozriikftx7x)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.2 latest | 2026-09-23 | 8dc5de4 | 24,509 B | A | view · diff |
| v1.2 | 2026-08-21 | 53f6cb7 | 24,098 B | A | view · diff |
| v1.1 | 2026-08-09 | da9d28f | 21,189 B | A | view |
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 (24509 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
vasilyu1983/ai-agents-public · 88 stars · license MIT · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vqwslozriikftx7x GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/ai-coding-agents-observability-evals GET https://markdownregistry.com/api/v1/blob/463bf7cb1c02d5ac77c54b6abbed13fcea6277637d914e1543eed12fd0d4db03
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