Agent skill

Metrics

by hashgraph-online in hashgraph-online/awesome-codex-plugins

Print a debt-ops health summary from the metrics log, covering registration rate, hook feedback action rate, ADR creation, and AI-authored share.

Apache-2.0Auto-check passedDevelopment

Install Metrics

skills CLI

$ npx skills add hashgraph-online/awesome-codex-plugins --skill metrics -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install hashgraph-online/awesome-codex-plugins metrics --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/bcanfield/agentic-tech-debt/skills/metrics .claude/skills/metrics && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "metrics" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/bcanfield/agentic-tech-debt/skills/metrics into .claude/skills/metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metrics", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/bcanfield/agentic-tech-debt/skills/metrics

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add hashgraph-online/awesome-codex-plugins --skill metrics -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install hashgraph-online/awesome-codex-plugins metrics --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/bcanfield/agentic-tech-debt/skills/metrics .agents/skills/metrics && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "metrics" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/bcanfield/agentic-tech-debt/skills/metrics into .agents/skills/metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metrics", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add hashgraph-online/awesome-codex-plugins --skill metrics -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install hashgraph-online/awesome-codex-plugins metrics --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/bcanfield/agentic-tech-debt/skills/metrics .cursor/skills/metrics && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "metrics" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/bcanfield/agentic-tech-debt/skills/metrics into .cursor/skills/metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metrics", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/hashgraph-online/awesome-codex-plugins.git --path plugins/bcanfield/agentic-tech-debt/skills/metrics

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add hashgraph-online/awesome-codex-plugins --skill metrics -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install hashgraph-online/awesome-codex-plugins metrics --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/bcanfield/agentic-tech-debt/skills/metrics .gemini/skills/metrics && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "metrics" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/bcanfield/agentic-tech-debt/skills/metrics into .gemini/skills/metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metrics", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install hashgraph-online/awesome-codex-plugins metrics

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add hashgraph-online/awesome-codex-plugins --skill metrics -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/bcanfield/agentic-tech-debt/skills/metrics .github/skills/metrics && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "metrics" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/bcanfield/agentic-tech-debt/skills/metrics into .github/skills/metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metrics", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add hashgraph-online/awesome-codex-plugins --skill metrics -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install hashgraph-online/awesome-codex-plugins metrics --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/bcanfield/agentic-tech-debt/skills/metrics .opencode/skills/metrics && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "metrics" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/bcanfield/agentic-tech-debt/skills/metrics into .opencode/skills/metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "metrics", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: metrics
GitHub stars: 1.3k
Token cost: ~750 tokens
SKILL.md length: 251 words
Files: 1
Skills in repo: 716
Repo updated: Oct 10, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Print a debt-ops health summary from the metrics log, covering registration rate, hook feedback action rate, ADR creation, and AI-authored share.

Works in 4 steps: Find the log → The log format → Compute the tripwires → …
The user asks for debt-ops metrics
SKILL.md covers 1. Find the log, 2. The log format, 3. Compute the tripwires and 4. Report, plus 1 more section
Calls git

What it does

Metrics is an agent skill from hashgraph-online/awesome-codex-plugins. Print a debt-ops health summary from the metrics log, covering registration rate, hook feedback action rate, ADR creation, and AI-authored share. Use when the user asks for "debt-ops metrics", "debt health", "registry stats", or invokes $metrics. Read-only, never writes the log.

Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development, covering Architecture decision records. The repository describes itself as: A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The 1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins. The licence is Apache-2.0.

When your agent uses it

The user asks for debt-ops metrics
Invokes $metrics

Example prompts

“debt-ops metrics”
“debt health”
“registry stats”
“/metrics”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

Find the log
The log format
Compute the tripwires
Report

What it can do on your machine

Read from SKILL.md and the folder at commit 3e1456a. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Metrics loads about 750 tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 251 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~72
When it runs · the whole SKILL.md, loaded when a task matches: ~750

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from hashgraph-online/awesome-codex-plugins at commit 3e1456a, republished under its Apache-2.0 licence (© hashgraph-online). 251 words, ~750 tokens.

Download SKILL.mdSave it as .claude/skills/metrics/SKILL.md (or your agent's skills folder).

name: metrics
description: Print a debt-ops health summary from the metrics log, covering registration rate, hook feedback action rate, ADR creation, and AI-authored share. Use when the user asks for "debt-ops metrics", "debt health", "registry stats", or invokes $metrics. Read-only, never writes the log.

metrics

Read the hidden metrics log and tell the user whether v1's tripwires are tripping.

1. Find the log

bash

TOPLEVEL=$(git rev-parse --show-toplevel)
REPO_HASH=$(printf '%s' "$TOPLEVEL" | shasum | cut -c1-12)

# Hooks and skills share one deterministic cache base (ADR 0011). Override the
# base with DEBT_OPS_CACHE; default is ~/.cache/debt-ops.
CACHE_DIR="${DEBT_OPS_CACHE:-$HOME/.cache/debt-ops}/cache/$REPO_HASH"

LOG="$CACHE_DIR/metrics.jsonl"
if [ -f "$LOG" ]; then
  tail -n 500 "$LOG"
else
  echo "MISSING: no metrics.jsonl found for repo hash $REPO_HASH"
fi

If the file is missing or empty, tell the user the hooks haven't fired yet in this repo and stop.

2. The log format

One JSON object per line, three event shapes:

{"event":"edit","file":"...","registry_count":N,"ts":"..."} — every agent edit
{"event":"feedback","file":"...","result":"pass|fail","ts":"..."} — every quality-check fire
{"event":"session","registry_count":N,"adr_count":M,"ai_authored_count":K,"ts":"..."} — start of each session

Timestamps are ISO-8601 UTC.

3. Compute the tripwires

Filter to the last 7 days. Then compute:

Edits / sessions — counts of event:edit and event:session.
Registry growth — last registry_count minus first (across either edit or session events). >0 means Discipline 1 is firing.
ADR growth — last adr_count minus first (session events only).
AI-authored share trend — first vs. last session percentage (ai_authored_count / registry_count, when registry_count>0).
Feedback pass rate — count(result:pass) / count(event:feedback).
FAIL → PASS rate — for each feedback event with result:fail, look at the next feedback event for the same file. Count those that flipped to pass. Divide by total fails. Below 50% means the agent isn't reliably acting on hook output — the architectural alarm bell.

If there are fewer than 5 sessions in the window, say "need more data" and skip the verdict.

4. Report

One screen. No padding. Use → and ↑/↓ for trends. Example shape:

debt-ops metrics — last 7 days
─────────────────────────────────
edits           : 142  (8 sessions, ~18 edits/session)
registry        : +3
adrs            : +1
ai-authored     : 50% → 60% ↑

feedback ran    : 89 times
pass rate       : 88%
fail → pass rate: 80% (8/10)

verdict: ok

End with one judgment line:

ok — registry growth >0 AND fail→pass rate ≥50%.
investigate: <reason> — name the specific tripwire that tripped.

Don't

Don't write to the log.
Don't compute metrics not listed above.
Don't guess at health when data is thin — say "need more data" instead.

Files

Just SKILL.md in plugins/bcanfield/agentic-tech-debt/skills/metrics of hashgraph-online/awesome-codex-plugins.

Open the folder on GitHubat commit 3e1456a

Compare with similar skills

Metrics next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Metrics compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Metrics this skillhashgraph-online/awesome-codex-plugins	1.3k	—	~750	Automated safety check: Pass	Apache-2.0	today
PR Design DocOpenHands/OpenHands	90k	—	~2.4k	Automated safety check: Pass	MIT	today
Cto AdvisorIbrahim-3d/orchestrator-supaconductor	381	4 repos	~2.4k	Automated safety check: Pass	MIT	12 days ago
Architecture DecisionDonchitos/Claude-Code-Game-Studios	26k	—	~1.7k	Automated safety check: Pass	MIT	2 days ago
Improve Codebase Architectureywwynm/EverythingDone	144	15 repos	~1.3k	Automated safety check: Pass	GPL-3.0	yesterday
Domain Modelingbrim-borium/spotify_sdk	166	5 repos	~806	Automated safety check: Pass	Apache-2.0	yesterday

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Questions about Metrics

What does Metrics do?

Print a debt-ops health summary from the metrics log, covering registration rate, hook feedback action rate, ADR creation, and AI-authored share. Metrics is an agent skill from hashgraph-online/awesome-codex-plugins. Print a debt-ops health summary from the metrics log, covering registration rate, hook feedback action rate, ADR creation, and AI-authored share.

When should I use Metrics?

Metrics fits situations like: the user asks for debt-ops metrics; invokes $metrics.

How do I install Metrics in Claude Code?

Run `npx skills add hashgraph-online/awesome-codex-plugins --skill metrics -a claude-code`. Or copy the skill folder (plugins/bcanfield/agentic-tech-debt/skills/metrics in hashgraph-online/awesome-codex-plugins) into .claude/skills/metrics in your project. Claude Code loads it when a task matches its description.

How do I install Metrics in Codex?

Run `npx skills add hashgraph-online/awesome-codex-plugins --skill metrics -a codex`. Or copy the skill folder (plugins/bcanfield/agentic-tech-debt/skills/metrics in hashgraph-online/awesome-codex-plugins) into .agents/skills/metrics in your project. Codex loads it when a task matches its description.

Can I use Metrics in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add hashgraph-online/awesome-codex-plugins --skill metrics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/metrics, .gemini/skills/metrics, .github/skills/metrics and .opencode/skills/metrics in your project.

What does Metrics need to run?

Going by SKILL.md and its folder, Metrics needs the command-line tools its instructions call (git).

Does Metrics access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Metrics safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Metrics use?

Metrics is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Metrics use?

About 750 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Metrics?

Skills that share tags, products or a category with Metrics: PR Design Doc (OpenHands/OpenHands, 90k stars), Cto Advisor (Ibrahim-3d/orchestrator-supaconductor, 381 stars), Architecture Decision (Donchitos/Claude-Code-Game-Studios, 26k stars) and Improve Codebase Architecture (ywwynm/EverythingDone, 144 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Metrics?

hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,267 GitHub stars. The repository holds 716 skills in this directory. The repository was last updated on October 10, 2026.

Source: hashgraph-online/awesome-codex-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Metrics

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

metrics

1. Find the log

2. The log format

3. Compute the tripwires

4. Report

Don't

Files

Compare with similar skills

Similar skills

More from hashgraph-online/awesome-codex-plugins

Related

Questions about Metrics