audit-observability
Sweep a codebase for critical paths that run blind — no log, metric, or trace at any layer — and surface each as a finding.
Skill by krixon
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/krixon-audit-observability
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: security
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/audit-observability
What's inside
- Skill name
audit-observability- Description
- Sweep a codebase for critical paths that run blind — no log, metric, or trace at any layer — and surface each as a finding. Static-first, no tracing or metrics tool required. Use when the user wants to find observability gaps, check what's instrumented, find paths that fail silently, or asks "what's not logged?".
- License
- MIT
- Instructions
- 51 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Observability Audit Find where a **critical path runs blind** — emitting nothing an operator could use to see it ran, succeeded, or failed — and surface each as a finding. Run the shared audit method in [../AUDIT-METHOD.md](../AUDIT-METHOD.md) with the lens, layers, and dimension below. The aim is *risk-weighted* blind spots, not a coverage count — target the paths where flying blind costs the most. A silent log-everywhere module is not the concern; a silent auth or payment path is. ## Risk lens (step 1) Rank code by what an operator pays for not seeing it: - **Money** — payment, billing, refund, ledger mutation. - **Auth** — login, token issue/verify, permission decisions. - **Data mutation** — writes, deletes, migrations, state transitions. - **External calls** — outbound requests, queue publishes, third-party APIs that can fail or stall. Rank by criticality — a silent auth path outranks a silent read. ## Current state: map instrumentation (step 2) For each high-risk path, confirm it emits nothing at **any** layer. Instrumentation one layer up means the path is not blind: - A wrapping middleware, decorator, aspect, or interceptor already logging the call. - A framework-level request/response log or access log covering the route. - A metric or trace span opened by a caller that encloses this path. A log line sitting elsewhere in the module is not coverage — trace whether the *specific* critical operation, and its failure branch, is observable. Consume a tracing or metrics report here if one exists; never require running one. ## Layers to sweep (step 3) - **Log** — no record the operation ran, succeeded, or failed; a swallowed exception with no log is the sharpest case. - **Metric** — no counter, gauge, or timer, so rate, latency, and error volume are invisible. - **Trace** — no span, so the path can't be followed across service boundaries. A path blind at one layer but covered at another is usually not a finding — judge by whether an operator could answer "did this run, and did it fail?". ## Dimension (step 4) - **Dimension** — `observability` (the layer goes in the title/evidence, e.g. "payment capture emits no log or metric", "swallowed exception in token refresh" — never as a new top-level dimension) - **Suggested category** — `enhancement` (instrumenting a blind path adds capability; the audit surfaces the gap, it never adds the instrumentation) - **Where** — the blind module / type / function - **Evidence** — the critical operation, that it emits nothing at any layer (including one layer up), and what an operator loses by it being blind ## Handover Per [../AUDIT-METHOD.md](../AUDIT-METHOD.md) → *Handover*. - **artifact:** findings (in [../contracts/finding.md](../contracts/finding.md) shape) - **default:** `capture` — dedups against open issues, culls, files survivors as `needs-triage` - **alternatives:** stop (review the findings yourself first)
From krixon/skills, MIT.
More from krixon/skills
- 0.502score
auto
krixon
Run a skill workflow unattended — walk the handover chain taking the recommended hop at each step, without asking.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-error-handling
krixon
Sweep a codebase for error-handling defects — swallowed errors, bare catch-alls, and critical calls with no failure path — and surface each as a finding.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-performance
krixon
Sweep a codebase for performance hazards on hot paths — N+1 data access, per-iteration allocation or IO in loops, unbounded reads, missing caching or…
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-resource-leak
krixon
Sweep a codebase for resource-leak sites — acquired handles, connections, contexts, or locks with no guaranteed release on every path — and surface each as a…
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-coverage
krixon
Audit a codebase for high-risk untested paths and surface them as findings.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-dead-code
krixon
Sweep a codebase for dead code — unreachable branches, never-called functions, orphaned modules — and surface each as a finding.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-debt
krixon
Harvest in-code debt markers (TODO/FIXME/HACK/XXX and known shortcuts) from a codebase and surface each as a finding, clustered by area.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-docs
krixon
Audit a codebase for documentation that has drifted out of sync with the code — stale vocabulary, violated decisions, README/behavior claims the code no…
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-security
krixon
Sweep a codebase for security exposure and surface each as a finding.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-deps
krixon
Sweep a codebase for unhealthy third-party dependencies — outdated majors on load-bearing deps, versions with known advisories, abandoned upstreams, and…
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
deepen
krixon
Find deepening opportunities in a codebase, informed by the project's established domain language and recorded decisions.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
discover
krixon
Grill the user about a product idea before any technical design — challenge that the problem is real, sharpen who it serves, weigh its value against the cost…
SkillCFreshness: C★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 11
- Last commit (this folder)
- Jun 7, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/krixon/skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from krixon
- 0.502score
auto
krixon
Run a skill workflow unattended — walk the handover chain taking the recommended hop at each step, without asking.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-performance
krixon
Sweep a codebase for performance hazards on hot paths — N+1 data access, per-iteration allocation or IO in loops, unbounded reads, missing caching or…
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-resource-leak
krixon
Sweep a codebase for resource-leak sites — acquired handles, connections, contexts, or locks with no guaranteed release on every path — and surface each as a…
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-coverage
krixon
Audit a codebase for high-risk untested paths and surface them as findings.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-dead-code
krixon
Sweep a codebase for dead code — unreachable branches, never-called functions, orphaned modules — and surface each as a finding.
SkillCFreshness: C★ 1Claude Code +9 - 0.497score
audit-error-handling
krixon
Sweep a codebase for error-handling defects — swallowed errors, bare catch-alls, and critical calls with no failure path — and surface each as a finding.
SkillCFreshness: C★ 1Claude Code +9
Cite this page
audit-observability skill. Agent Mart. https://agentmart.dev/skills/krixon-audit-observability (last updated 2026-10-24)