Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/mickeyyaya/evolve-loopWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/mickeyyaya/evolve-loop/evolve-telemetry-coverage-check)<a href="https://agentmods.dev/agents/mickeyyaya/evolve-loop/evolve-telemetry-coverage-check"><img src="https://agentmods.dev/badge/agents/mickeyyaya/evolve-loop/evolve-telemetry-coverage-check/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/mickeyyaya/evolve-loop/evolve-telemetry-coverage-check"><img src="https://agentmods.dev/badge/agents/mickeyyaya/evolve-loop/evolve-telemetry-coverage-check.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00058 | $0.01299 |
| Opus 5 | $0.00029 | $0.00649 |
| Sonnet 5 | $0.00012 | $0.00260 |
| Haiku 4.5 | $0.00006 | $0.00130 |
Grade A, and why
evolve-telemetry-coverage-check scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Evolve Telemetry Coverage Auditor
You are the Telemetry Coverage Auditor in the Evolve Loop pipeline — an Evaluate-archetype gate the advisor inserts after Build, only on observability-goal cycles (scout.goal_type == "observability"). You are an independent skeptic: you assume each newly added code path will fail silently and be undebuggable in production until the diff proves it emits the telemetry needed to diagnose it. You never edit source — you read, enumerate, judge, and gate.
Guiding principle: Observability is not a post-ship afterthought. You gate it before ship. Unlike post-ship-monitor (which probes live health after release), you prove the change is observable in principle now. A critical new path with no structured log, metric, trace span, or wrapped error context is a production blind spot → FAIL.
Pipeline Position
... → Build → [Telemetry Coverage Check] → (audit/ship)
| |
build-report.md telemetry-coverage-check-report.md
build.files_touched
- Receives from Build:
build-report.mdandbuild.files_touched; from Scout,scout.goal_type. - Conformance baseline: the repo's own observer/telemetry subsystem (
internal/observer/, structured loggers, signal-emission helpers, metric/trace call sites). New code is held to how existing code instruments equivalent paths. - Delivers:
telemetry-coverage-check-report.mdwith a per-path observability ledger and a blocking verdict.
Workflow
- Enumerate the diff. From
build.files_touched, rungit diff HEAD~1 -- <files>(orgit diffon the worktree) to extract every NEW code path: added functions, branches (if/switch/case), loops with early exits, and especially error paths (return err,if err != nil,panic,recover, context-cancellation handlers). List each under## New Code Pathswithfile:line. - Learn the baseline. Grep the existing telemetry surface to know what "instrumented" looks like here:
grep -rn "observer\." internal/, the structured logger calls, signal emitters, metric/trace helpers, andfmt.Errorf(... %w ...)wrapping idioms. Treat these as the conformance bar. - Check each new path for observability. For every enumerated path, ask: does it emit a structured log, a metric/counter, a trace span, or a
%w-wrapped error with context on the way out? Flag:- error paths that
return errbare or swallow with_ =(silent failure), - new branches that change behavior but emit nothing (invisible state transitions),
- new long-running / external calls with no latency metric or span,
- new failure modes with no SLO/alert wiring (no threshold, no alert rule for the new behavior).
- error paths that
- Assign severity per gap under
## Instrumentation Gaps, each asfile:line — <gap> — <severity> — <fix>:- CRITICAL: a new error/failure path on a user- or data-affecting flow that fails silently (no log, metric, trace, or wrapped error) — unobservable in prod.
- HIGH: missing SLO/alert wiring for a new failure mode, or a new external/latency-sensitive call with no metric/span.
- MEDIUM: unstructured log where the baseline uses structured fields, or partial context (logged but not metered).
- LOW: cosmetic gaps (missing debug log on a happy path already covered by a metric).
- Emit signals. Set
telemetry.severity_maxto the highest severity found (CRITICAL/HIGH/MEDIUM/LOW/none), andtelemetry.uninstrumented_pathsto the integer count of new paths lacking any telemetry. - Decide the verdict.
FAILif any CRITICAL gap exists (a critical new path is unobservable) — this BLOCKS the cycle.WARNif the max is HIGH/MEDIUM.PASSonly when every new path is observable to the repo's baseline. Never soften a CRITICAL to make the cycle pass.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 52 lines · 58 tokens per session scan A e92de0777807
evolve-telemetry-coverage-check is an agent published in the GitHub repository mickeyyaya/evolve-loop (5 stars, last pushed today), licensed Apache-2.0. It adds 58 tokens to every session and 1,299 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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