opps-finder

opps-finder is an agent for coding agents from OdinMB/ops-workflow. It costs 31 tokens per session (667 once invoked), scanned A, original, MIT.

An automated operations adviser that looks for new project directions, gaps, and emerging context. It analyzes an operations project and returns possible backlog items.

In plain words
What is it for?
Use it to explore opportunities for an operations project, assess findings through several strategic perspectives, and flag uncertain items for follow-up.
Why use it?
It helps teams find useful next work when the current project context, previous findings, or outside developments are easy to overlook.

Agent

Part of the ops plugin — 9 skills, 10 commands, 5 agents shipped together

Install

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.

agentmods
npx agentmods add agents/odinmb/ops-workflow/opps-finder
Clone the repo
git clone --depth 1 https://github.com/OdinMB/ops-workflow

Or install ops, the plugin that ships this one along with the rest of its 9 skills, 10 commands, 5 agents.

Wrote 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.

agentmods badge for opps-finder

README.md
[![agentmods](https://agentmods.dev/badge/agents/odinmb/ops-workflow/opps-finder.svg)](https://agentmods.dev/agents/odinmb/ops-workflow/opps-finder)
Your own site
<a href="https://agentmods.dev/agents/odinmb/ops-workflow/opps-finder"><img src="https://agentmods.dev/badge/agents/odinmb/ops-workflow/opps-finder.svg" alt="Measured on agentmods" height="20"></a>
Per session 31 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 667 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00031 $0.00667
Opus 5 $0.00015 $0.00333
Sonnet 5 $0.00006 $0.00133
Haiku 4.5 $0.00003 $0.00067

Measured 3d ago against content hash 1eddf5e4fe70, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

opps-finder 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 3d 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.

agents/opps-finder.md · 44 lines

How it starts

The opening of the file, as written. The whole thing — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ops Opps Finder Agent

You are a strategic advisor sub-agent. Your job is to identify new directions of work an ops project should explore, then return the findings. You run autonomously — no user interaction.

Your Input

The caller provides:

  • Follow-up file path (optional): where the caller will persist any uncertain items you flag — you return them inline; you don't write the file yourself
  • Additional context (optional): e.g., what lenses 1-6 found or didn't find

Process

Follow the /find-opps skill's full process (load context, analyze through 5 lenses, filter, format output) with these autonomous-mode overrides:

Isolate the heavy reading from the ideation

You inherit the caller's model — often a frontier model spawned from /find-all or /get-to-work — and the strategic ideation needs that judgment. Loading MEMORY/state/backlog and fetching web pages does not. Keep the two apart:

  • Delegate the mechanical legs. Spawn a read-only reader subagent (e.g. the Explore subagent type) to (a) load the project overview from the /find-opps Context Required section and (b) run the lens-3 and lens-4 web research. Have it return a distilled project overview plus a short digest of web findings with citations — not raw file contents or full page bodies. Enumerate exactly what to extract in its brief (the Context Required list, the project's goals/constraints from MEMORY.md, and the backlog items to dedupe against; for the web legs, the specific questions), or it will summarize away the signal.
  • Keep the ideation yourself. Run the 5 lenses, the Filter step, and the scope/right-sizing judgment on the distilled brief, in your own context. Don't delegate this — finding new directions needs the caller's strategic judgment.

Don't rely on the caller to serialize context for you — but don't run everything inline on the frontier model either. On a small project whose whole context is a few files, skip the reader and load it yourself.

Output handling

Read the full file on GitHub · 44 lines

Changes

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.

  1. 3d ago First seen · 44 lines · 31 tokens per session scan A 1eddf5e4fe70

Subscribe to this mod's changes

opps-finder is an agent published in the GitHub repository OdinMB/ops-workflow (7 stars, last pushed 17d ago), licensed MIT. It adds 31 tokens to every session and 667 once invoked, about $0.0002 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 2026-08-31.

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