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 skills add Lifecycle-Innovations-Limited/claude-ops --skill ops-integrategit clone --depth 1 https://github.com/Lifecycle-Innovations-Limited/claude-opsWrote 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/lifecycle-innovations-limited/claude-ops/ops-integrate)<a href="https://agentmods.dev/skills/lifecycle-innovations-limited/claude-ops/ops-integrate"><img src="https://agentmods.dev/badge/skills/lifecycle-innovations-limited/claude-ops/ops-integrate/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/skills/lifecycle-innovations-limited/claude-ops/ops-integrate"><img src="https://agentmods.dev/badge/skills/lifecycle-innovations-limited/claude-ops/ops-integrate.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 | $0.00031 | $0.01282 |
| Opus 5 | $0.00015 | $0.00641 |
| Sonnet 5 | $0.00006 | $0.00256 |
| Haiku 4.5 | $0.00003 | $0.00128 |
Grade C, and why
ops-integrate scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Harvests environment variableshighData exfiltration
Enumerating or grepping the environment for keys collects credentials unrelated to what the mod says it does.
### Step 3 — Collect credential Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -sf -o /dev/null -w "%{http_code}" \ How it starts
The opening of the file, as written. The whole thing — 151 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Runtime Context
PREFS="${CLAUDE_PLUGIN_DATA_DIR:-$HOME/.claude/plugins/data/ops-ops-marketplace}/preferences.json"
PARTNER_REGISTRY=$(jq '.partner_registry // {}' "$PREFS" 2>/dev/null || echo '{}')
Parse $ARGUMENTS:
- Contains
--list→ run List registered integrations then exit - Otherwise → run Onboarding flow with the service name as first positional argument
OPS ► INTEGRATE
Load ops-rules before acting. Public repo (no personal data). Outbound: one draft → one approval → one send. If AskUserQuestion / Workflow are missing, follow Rule 10 in ops-rules (Hermes: numbered options / two-turn Telegram card; delegate_task).
List registered integrations (--list)
jq -r '.partner_registry // {} | to_entries[] | "\(.key): \(.value.base_url) [\(.value.auth_type)]"' "$PREFS" 2>/dev/null
Display as a table:
Registered integrations:
hubspot https://api.hubapi.com [bearer]
stripe https://api.stripe.com [bearer]
sendgrid https://api.sendgrid.com [api-key]
If no integrations registered: No integrations registered yet. Run /ops:integrate <service-name> to add one.
Onboarding flow (5 steps)
Step 1 — Discover API details
If --url not provided, use WebSearch to find:
- Official API docs URL
- Base API URL
- Authentication pattern (bearer token / api-key header / basic auth / oauth2)
- API key generation URL (where the user gets credentials)
- Health/test endpoint (e.g., /healthz, /v1/ping, /me)
Step 2 — Confirm with user
Present findings via AskUserQuestion (≤4 options):
Found: <service-name> API — Base URL: <url> — Auth: <auth-type>
[Looks correct — continue] [Change base URL] [Change auth type] [Cancel]
If "Change base URL": AskUserQuestion with free-text input for the new URL.
If "Change auth type": AskUserQuestion (≤4 options): [bearer] [api-key] [basic] [oauth2]
Step 3 — Collect credential
Paste your <service-name> <auth-type> credential (it will be stored locally only)
[Paste now] [Configure later]
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.
- 9d ago First seen · 151 lines · 31 tokens per session scan C 353f4ef1de2e
ops-integrate is a skill published in the GitHub repository Lifecycle-Innovations-Limited/claude-ops (187 stars, last pushed 2d ago), licensed MIT. It adds 31 tokens to every session and 1,282 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it C with 2 findings (harvests environment variables, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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