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.
npx agentmods add skills/asysta-act/agent-flow/metricsnpx skills add asysta-act/agent-flow --skill metricsgit clone --depth 1 https://github.com/asysta-act/agent-flowWrote 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/skills/asysta-act/agent-flow/metrics)<a href="https://agentmods.dev/skills/asysta-act/agent-flow/metrics"><img src="https://agentmods.dev/badge/skills/asysta-act/agent-flow/metrics.svg" alt="Measured on agentmods" 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 | $0.00021 | $0.03506 |
| Opus 5 | $0.00010 | $0.01753 |
| Sonnet 5 | $0.00004 | $0.00701 |
| Haiku 4.5 | $0.00002 | $0.00351 |
Grade A, and why
metrics 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 4d 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 — 347 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Metrics
Input: $ARGUMENTS = optional flags (--period <N>, --output <path>, --format <md|json|html>)
Flag parsing
FORMAT="" # empty = no flag supplied = trigger interactive prompt path
PERIOD=30
OUTPUT=""
while [[ $# -gt 0 ]]; do
case "$1" in
--period)
PERIOD="$2"; shift 2
;;
--output)
OUTPUT="$2"; shift 2
;;
--format)
FORMAT="$2"; shift 2
[[ "$FORMAT" =~ ^(md|json|html)$ ]] || { echo "Error: --format must be 'md', 'json', or 'html'"; exit 1; }
;;
*)
shift
;;
esac
done
# Sentinel for interactive-prompt path
NO_FORMAT_FLAG=0
if [ -z "$FORMAT" ]; then
NO_FORMAT_FLAG=1
FORMAT="md" # default render is markdown; prompt fires AFTER render
fi
--period N→ period in days (default: 30)--output path→ output file (default: stdout)--format md|json|html→ output format (default: md with interactive prompt)
Configuration
Read Automation Config from CLAUDE.md section ## Automation Config:
- Issue Tracker: Type, Instance, Project, Bug query, State transitions
- Source Control: Remote
- Optionally: Feature Workflow → Feature query
- Optionally: Metrics → Output, Period (overrides defaults)
0. MCP pre-flight check
Before any pipeline operation, verify MCP tool availability:
- Read Type from Automation Config (Issue Tracker section)
- Check that at least one
mcp__*tool matching the tracker type is accessible - If not accessible → STOP with: "Cannot connect to your {Type} issue tracker. Is the {Type} integration configured? Run
/agent-flow:check-setupfor diagnostics."
Orchestration
1. Fetch issues
Via MCP server (per Issue Tracker → Type), fetch all issues matching Bug query + Feature query (if it exists). For each issue: ID, title, state, comments, created date.
2. Parse [agent-flow] comments
For each issue, go through comments. Extract:
Triage checkpoint:
Regex: ^\[agent-flow\] Triage completed\. Severity: (.+)\. Area: (.+)\.$
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.
- 4d ago First seen · 347 lines · 21 tokens per session scan A 4b039e7cf666
metrics is a skill published in the GitHub repository asysta-act/agent-flow (12 stars, last pushed 1mo ago), licensed MIT. It adds 21 tokens to every session and 3,506 once invoked, about $0.0001 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 2026-08-30.
Other skills, from other repositories
html-ppt-zhangzara-broadside
OpenDesign's product-launch announcement and press narrative — the headline, the proof points, and the call to action. Built as a decision-grade marketing & GTM deck for press, community, prospects.
geo-prospect
CRM-lite for managing GEO agency prospects and clients. Track leads through the full sales pipeline: Lead → Qualified → Proposal Sent → Won → Lost. Store audit history, notes, deal values, and generate pipeline summaries. Use when user says "prospect", "lead", "client", "pipeline", "crm", "nuovo prospect", "aggiungi…
drug-design
End-to-end drug discovery pipeline orchestration. Deterministic Python script that auto-chains structure prediction, pocket detection, de novo design, docking, scoring, and ADMET filtering into reproducible workflows.
workflow-creation
Create a new Stencila workflow. Use when asked to create, write, scaffold, or set up a workflow directory or WORKFLOW.md file. Covers workflow discovery, duplicate-name checks, ephemeral workflows, WORKFLOW.md frontmatter, DOT pipeline authoring, goals, agents, branching, composition, and validation.
bump-mthds
Move this repo's exact mthds dependency pin to the latest release on PyPI (or a version you name), re-lock, adapt the engine source to whatever the new release broke, run the checks, and write the CHANGELOG entry — stopping before the commit. Use whenever the user says "bump mthds", "update mthds", "upgrade mthds"…
add-migration
Write a migration ledger entry for a configuration schema change in pipelex, so that a user's existing file can be repaired instead of thrown away. Use when make check-migration-schemas (alias cmig) or make check-ledger (alias cl) refuses a change, when the user says "add a migration", "write the ledger entry", "the…