O

oddyssey

Observability-Driven Development for coding agents: instrument an application or an AI agent with OpenTelemetry (gen_ai semantic conventions: model, agent, tool and MCP spans, token and latency metrics), observe a run through its metrics, traces, logs and profiles on a local Grafana stack or a remote backend, benchmark it with k6, and verify that a fix landed

using-system/oddyssey · v0.0.0 · Development & Workflow

using-systemOwner verifiedcaution
InstallSource
60Follow0

Trust Score

60

Security

59

Surfaces

19

What is oddyssey?

oddyssey is a published development & workflow plugin for AI coding agents in the codex ecosystem, developed by using-system and distributed through the HOL AI plugin registry. Observability-Driven Development for coding agents: instrument an application or an AI agent with OpenTelemetry (gen_ai semantic conventions: model, agent, tool and MCP spans, token and latency metrics), observe a run through its metrics, traces, logs and profiles on a local Grafana stack or a remote backend, benchmark it with k6, and verify that a fix landed

Canonical slug
using-system/oddyssey
Version
v0.0.0 · updated Sep 27, 2026

Trust & Reputation

HOL Trust Score
60

Factor Analysis

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability
64pts
Maintenance
55pts
MCP Posture
100pts
Plugin Security
59pts
Provenance
70pts
Publisher Quality
75pts

Registry Snapshot

Publisher verification
No
Marketplace source
Unknown
Scanner
Broker fallback
Safety label
caution
Digest verified
Yes
19 bundled skills — copy or download SKILL.mdOpen skills

Trust & reputation

Trust & Reputation

HOL Trust Score
60

Factor Analysis

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability
64pts
Maintenance
55pts
MCP Posture
100pts
Plugin Security
59pts
Provenance
70pts
Publisher Quality
75pts

Provenance

Plugin root
.
Source repo
https://github.com/using-system/oddyssey
Source commit
df33814643b7…
Publisher verified
No
Owner verified
@using-system

Continuous scanner CI not detected

This plugin remains listed. Its overall trust score is reduced by 10% because security checks are not maintained in the source repository's CI.

Optional: maintain the scanner in the source repository's CI to receive the full trust score. Listing does not require that change.

Verified badge not detected

Add the HOL verified badge to the repository README to score +2% trust. Plugin owners can open that pull request from Guard Plugins.

Security Posture

caution
Safety label
59
Security score
0
High findings
Provider
registry-broker-fallback
Grade
F · caution
Version
Unknown
cisco-skill-scanner: unknown

Findings

mediumpublishabilitypublishability.link.missing.websiteURL

websiteURL should be present for marketplace readiness.

mediumpublishabilitypublishability.link.missing.privacyPolicyURL

privacyPolicyURL should be present for marketplace readiness.

mediumpublishabilitypublishability.link.missing.termsOfServiceURL

termsOfServiceURL should be present for marketplace readiness.

lowoperational-securitysupply-chain.lockfile-missing

Repository snapshot does not include a lockfile.

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

infoskill-securityskill-scan.unavailable

Cisco skill scanner timed out after 60000 ms

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Cisco skill scanner timed out after 60000 ms

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Cisco skill scanner timed out after 60000 ms

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Cisco skill scanner timed out after 60000 ms

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Cisco skill scanner timed out after 60000 ms

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Cisco skill scanner timed out after 60000 ms

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Cisco skill scanner timed out after 60000 ms

oddyssey — Frequently asked questions

What is oddyssey?
oddyssey is an AI plugin in the HOL registry. Observability-Driven Development for coding agents: instrument an application or an AI agent with OpenTelemetry (gen_ai semantic conventions: model, agent, tool and MCP spans, token and latency metrics), observe a run through its metrics, traces, logs and profiles on a…
How do I install oddyssey?
Install oddyssey in your harness: Codex — codex plugin marketplace add using-system/oddyssey; MCP — git clone https://github.com/using-system/oddyssey; Any agent — npx skills add using-system/oddyssey. Full step-by-step guidance is on the HOL plugin page.
How do I install oddyssey in Codex?
To install oddyssey in Codex, start with codex plugin marketplace add using-system/oddyssey. The complete step-by-step install guide for Codex is on the HOL plugin page.
How do I install oddyssey in MCP?
To install oddyssey in MCP, start with git clone https://github.com/using-system/oddyssey. The complete step-by-step install guide for MCP is on the HOL plugin page.
Is oddyssey free?
Pricing for oddyssey is published on its HOL plugin page when the maker schedules a launch.
Who publishes oddyssey?
oddyssey is published by using-system and listed on HOL.
Is oddyssey available now?
oddyssey availability is listed on its HOL plugin page.

Install Guidance

Install in Codex

Install through the Codex CLI plugin marketplace.

Codex plugin docs
  1. 1

    Register the marketplace

    Run in any terminal. Codex reads the marketplace entry from .agents/plugins/marketplace.json (or the legacy .claude-plugin path) in the repository. If the repository ships none, add the generated entry from the Advanced section below first.

    shell
  2. 2

    Install from the Plugins browser

    Open Codex, open the Plugins browser, choose the oddyssey marketplace, and install oddyssey.

  3. 3

    Verify the marketplace registration

    shell

Plugin Manifest

{
  "name": "oddyssey",
  "version": "0.0.0",
  "description": "Observability-Driven Development for coding agents: instrument an application or an AI agent with OpenTelemetry (gen_ai semantic conventions: model, agent, tool and MCP spans, token and latency metrics), observe a run through its metrics, traces, logs and profiles on a local Grafana stack or a remote backend, benchmark it with k6, and verify that a fix landed",
  "repository": "https://github.com/using-system/oddyssey",
  "homepage": "https://github.com/using-system/oddyssey",
  "interface": {
    "displayName": "oddyssey",
    "developerName": "using-system",
    "category": "Development & Workflow"
  },
  "skills": "./",
  "registryIndexVersion": 5
}

Marketplace Source

Repo URL
https://github.com/using-system/oddyssey
Marketplace path
Unknown
Source path
.
Install policy
Unspecified

Skills

19 SKILL.md files ship with this plugin. Preview, copy, or download each one, then install them with the Skills CLI.

Share
skills-cli

  • backend-configuration

    .apm/skills/backend-configuration/SKILL.md

    Own the configured observability backend, in two sections invoked by name. Check: display the configured stack and the instance the runs will hit, prove the CLI connected, guide the user when it is not, and hand the preflight over to the mission. Switch: verify the target backend's CLI is installed (offer a guided install when missing), persist the switch via odd_config_set, persist the per-stack stack_config values the missions will need, then run Check for the proof. Stack-agnostic - the stack list and everything about a given stack come from the observability-cli-guides skill. Use before dispatching an observe, verify or bench mission, when the configured stack must be confirmed or the CLI's connection proven, when the user needs guidance to set their CLI up, and when the user asks to change the configured backend or to persist targeting values. Never installs silently, never authenticates on the user's behalf, never stores or echoes a secret.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • get-status

    .apm/skills/get-status/SKILL.md

    Render the state of the ODD loop from the repository's committed .odd/ history and git alone - one screen by default (the loop state per lineage with its burn-down and next action), the full tables on request (per-service loop state, findings ledger, trends, open telemetry gaps) - read-only, no backend queries, no report written. Use when answering where the loop is, when /odd-status runs, or when a status must be computed offline from the clone.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • k6-guides

    .apm/skills/k6-guides/SKILL.md

    Curated map of the official k6 load-testing docs - installation, running a script, scripting (checks/thresholds/scenarios), test types, protocols, and which questions a benchmark's inputs require before it can be authored. Use when authoring or reasoning about a k6 benchmark - pick the topic, open its reference file, and follow the linked official docs. Read by /odd-instrument-bench (which questions to ask), k6-benchmark-expert (authoring and validating), a stored benchmark's replay (running one), and the /odd-instrument-bench, /odd-observe, and /odd-verify preflights (ensuring k6 is present).

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • observability-cli-guides

    .apm/skills/observability-cli-guides/SKILL.md

    The package's knowledge of every observability stack it supports, one reference file per stack - the terminal query surface (how to authenticate and query metrics, traces, logs, and profiles from the CLI), how the stack's configuration is displayed and proven, and what its stack_config persists - plus the list of built-in stacks. Use when observing a run, local or remote, and when backend-configuration's Check or Switch need anything about a stack - Grafana (gcx), Datadog (Pup CLI), Dynatrace (dtctl and DQL), Azure Monitor (az), AWS CloudWatch and X-Ray (aws), and the local stack.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • odd-memory

    .apm/skills/odd-memory/SKILL.md

    The .odd/ memory - its contract and one reference per kind. The contract states what every kind shares (where the memory lives, the frontmatter and the whole body, append-only reports versus living-source benchmarks, recall by frontmatter then by section, the no-secrets rule, the work branch and the lone commit, the reply that carries a synthesis and never the artifact); each reference says how to persist, recall and show its kind - observation reports, instrumentation reports, benchmarks, the maintainer-ruling ledgers (finding decisions, tree-entry classifications), custom stacks. Read when a report, a benchmark, a custom stack or a decision is persisted, recalled, shown or inventoried, or when a finding is declined (wontfix) or such a decision reversed, or a tree entry is ruled runtime or non-runtime; never invoked on its own.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • otel-guides

    .apm/skills/otel-guides/SKILL.md

    Curated map of the official OpenTelemetry documentation by language. Use when planning or implementing OpenTelemetry instrumentation for a codebase - pick the language, open its reference file, and follow the linked official docs for traces, metrics, logs, instrumentation libraries, exporters, and SDK configuration. Covers C++, .NET, Erlang/Elixir, Go, Java, JavaScript, Kotlin, PHP, Python, Ruby, Rust, Swift, and other community SDKs, plus the cross-language references for SDK configuration, semantic conventions, generative AI (the gen_ai conventions and the instrumentation library per LLM SDK or agent framework), the Collector, and profiling.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • package-layout

    .apm/skills/package-layout/SKILL.md

    Where this package is installed and what each part of it is - every skill, its reference files, its scripts, and the sibling directories the install carries. Use when a mission block needs the skills' directory, when a contract must name a reference or a script by path, or when anything is about to look for the package on disk. The answer comes from the script's own location, so it is exact wherever a host installed the package, and nothing has to be searched for or written down in advance.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • run-scenario

    .apm/skills/run-scenario/SKILL.md

    Drive a reproducible request scenario against a locally running service - ad-hoc requests, or a stored k6 benchmark from .odd/benchmarks/ - and record it verbatim, so the telemetry it produces can be compared with a later run. Use when traffic must be generated before observing a service, when a stored k6 benchmark must be run, when an observation report needs a replayable scenario, or when verifying after a fix that the same scenario now measures better.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • setup-local-stack

    .apm/skills/setup-local-stack/SKILL.md

    Configure gcx against the local oddyssey Grafana stack and query its four signals (metrics, traces, logs, profiles) without touching the user's own gcx contexts. Owns the global configuration's "local" stack value. Use when the configured stack is "local", when querying the local stack (Grafana host port from the global configuration, default 3000), when configuring gcx locally, when a command needs the Tempo, Prometheus, Loki, or Pyroscope datasource UID. gcx is the mandatory query CLI for the stack - install it if missing (brew install gcx, or the official install script from github.com/grafana/gcx).

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • test-plugin-harnessing

    .claude/skills/test-plugin-harnessing/SKILL.md

    Measure and optimise one phase of an oddyssey run - preflight, drive, observation, or the whole run - under one of the coding-agent CLIs the package is benchmarked on (opencode, claude, copilot), against main measured just before the work. Use when a phase is too slow or too expensive, when a harnessing change must be proven rather than asserted, when a run is suspected of composing work the package should ship, and before the PR of any change on the path of /odd-observe, /odd-verify or /odd-status. Drives the CLI headless, measures the phase, names where the time went, and separates what the package controls from provider latency. Never a substitute for launch-llms-benchmark, which grades findings; this grades the harness.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • backend-configuration

    marketplace/oddyssey/skills/backend-configuration/SKILL.md

    Own the configured observability backend, in two sections invoked by name. Check: display the configured stack and the instance the runs will hit, prove the CLI connected, guide the user when it is not, and hand the preflight over to the mission. Switch: verify the target backend's CLI is installed (offer a guided install when missing), persist the switch via odd_config_set, persist the per-stack stack_config values the missions will need, then run Check for the proof. Stack-agnostic - the stack list and everything about a given stack come from the observability-cli-guides skill. Use before dispatching an observe, verify or bench mission, when the configured stack must be confirmed or the CLI's connection proven, when the user needs guidance to set their CLI up, and when the user asks to change the configured backend or to persist targeting values. Never installs silently, never authenticates on the user's behalf, never stores or echoes a secret.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • get-status

    marketplace/oddyssey/skills/get-status/SKILL.md

    Render the state of the ODD loop from the repository's committed .odd/ history and git alone - one screen by default (the loop state per lineage with its burn-down and next action), the full tables on request (per-service loop state, findings ledger, trends, open telemetry gaps) - read-only, no backend queries, no report written. Use when answering where the loop is, when /odd-status runs, or when a status must be computed offline from the clone.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • k6-guides

    marketplace/oddyssey/skills/k6-guides/SKILL.md

    Curated map of the official k6 load-testing docs - installation, running a script, scripting (checks/thresholds/scenarios), test types, protocols, and which questions a benchmark's inputs require before it can be authored. Use when authoring or reasoning about a k6 benchmark - pick the topic, open its reference file, and follow the linked official docs. Read by /odd-instrument-bench (which questions to ask), k6-benchmark-expert (authoring and validating), a stored benchmark's replay (running one), and the /odd-instrument-bench, /odd-observe, and /odd-verify preflights (ensuring k6 is present).

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • observability-cli-guides

    marketplace/oddyssey/skills/observability-cli-guides/SKILL.md

    The package's knowledge of every observability stack it supports, one reference file per stack - the terminal query surface (how to authenticate and query metrics, traces, logs, and profiles from the CLI), how the stack's configuration is displayed and proven, and what its stack_config persists - plus the list of built-in stacks. Use when observing a run, local or remote, and when backend-configuration's Check or Switch need anything about a stack - Grafana (gcx), Datadog (Pup CLI), Dynatrace (dtctl and DQL), Azure Monitor (az), AWS CloudWatch and X-Ray (aws), and the local stack.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • odd-memory

    marketplace/oddyssey/skills/odd-memory/SKILL.md

    The .odd/ memory - its contract and one reference per kind. The contract states what every kind shares (where the memory lives, the frontmatter and the whole body, append-only reports versus living-source benchmarks, recall by frontmatter then by section, the no-secrets rule, the work branch and the lone commit, the reply that carries a synthesis and never the artifact); each reference says how to persist, recall and show its kind - observation reports, instrumentation reports, benchmarks, the maintainer-ruling ledgers (finding decisions, tree-entry classifications), custom stacks. Read when a report, a benchmark, a custom stack or a decision is persisted, recalled, shown or inventoried, or when a finding is declined (wontfix) or such a decision reversed, or a tree entry is ruled runtime or non-runtime; never invoked on its own.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • otel-guides

    marketplace/oddyssey/skills/otel-guides/SKILL.md

    Curated map of the official OpenTelemetry documentation by language. Use when planning or implementing OpenTelemetry instrumentation for a codebase - pick the language, open its reference file, and follow the linked official docs for traces, metrics, logs, instrumentation libraries, exporters, and SDK configuration. Covers C++, .NET, Erlang/Elixir, Go, Java, JavaScript, Kotlin, PHP, Python, Ruby, Rust, Swift, and other community SDKs, plus the cross-language references for SDK configuration, semantic conventions, generative AI (the gen_ai conventions and the instrumentation library per LLM SDK or agent framework), the Collector, and profiling.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • package-layout

    marketplace/oddyssey/skills/package-layout/SKILL.md

    Where this package is installed and what each part of it is - every skill, its reference files, its scripts, and the sibling directories the install carries. Use when a mission block needs the skills' directory, when a contract must name a reference or a script by path, or when anything is about to look for the package on disk. The answer comes from the script's own location, so it is exact wherever a host installed the package, and nothing has to be searched for or written down in advance.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • run-scenario

    marketplace/oddyssey/skills/run-scenario/SKILL.md

    Drive a reproducible request scenario against a locally running service - ad-hoc requests, or a stored k6 benchmark from .odd/benchmarks/ - and record it verbatim, so the telemetry it produces can be compared with a later run. Use when traffic must be generated before observing a service, when a stored k6 benchmark must be run, when an observation report needs a replayable scenario, or when verifying after a fix that the same scenario now measures better.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • setup-local-stack

    marketplace/oddyssey/skills/setup-local-stack/SKILL.md

    Configure gcx against the local oddyssey Grafana stack and query its four signals (metrics, traces, logs, profiles) without touching the user's own gcx contexts. Owns the global configuration's "local" stack value. Use when the configured stack is "local", when querying the local stack (Grafana host port from the global configuration, default 3000), when configuring gcx locally, when a command needs the Tempo, Prometheus, Loki, or Pyroscope datasource UID. gcx is the mandatory query CLI for the stack - install it if missing (brew install gcx, or the official install script from github.com/grafana/gcx).

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

File Inventory

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